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Publications

2019

Bin Dong, Kesheng Wu, Suren Byna, Houjun Tang, "SLOPE: Structural Locality-aware Programming Model for Composing Array Data Analysis", ISC 2019 ((Acceptance rate:24%),), June 16, 2019,

Sambit Shukla, Dipak Ghosal, Kesheng Wu, Alex Sim, Matthew Farrens, "Co-optimizing Latency and Energy for IoT services using HMP servers in Fog Clusters", IEEE International Conference on Fog and Mobile Edge Computing (FMEC2019), 2019,

S. Kim, A. Sim, K. Wu, S. Byna, T. Wang, Y. Son, H. Eom, "DCA-IO: A Dynamic I/O Control Scheme for Parallel and Distributed File System", 19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid 2019), 2019,

Sean Peisert, "Some Experiences in Developing Security Technology That Actually Get Used", IEEE Security & Privacy, April 2019, 17(2):4–7, doi: 10.1109/MSEC.2019.2899711

J. Kim, A. Sim, "A new approach to multivariate network traffic analysis", Journal of Computer Science and Technology, 2019, 34(2):388–402, doi: 10.1007/s11390-019-1915-y

Olivia Del Guercio, Rafael Orozco, Alex Sim, Kesheng Wu, "Multidimensional Compression with Pattern Matching", Data Compression Conference (DCC), 2019,

Sean Peisert, Brooks Evans, Michael Liang, Barclay Osborn, David Rusting, David Thurston, Security Without Moats and Walls: Zero-Trust Networking for Enhancing Security in R&E Environments, CENIC Annual Conference, March 19, 2019,

A. Lazar, L. Jin, C. A. Spurlock, K. Wu, A. Sim, A. Todd, "Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization", ACM Journal of Data and Information Quality, 2019, 11:7:1-7:22, doi: 10.1145/3301294

Babak Behzad, Suren Byna, Prabhat, and Marc Snir, "Optimizing I/O Performance of HPC Applications with Autotuning", ACM Transactions on Parallel Computing (TOPC), February 28, 2019,

Alexandra Ballow, Alina Lazar, Alex Sim, Kesheng Wu, "Joint Sequence Analysis Challenges: How to Handle Missing Values and Mixed Variable Types", SIAM Conference on Computational Science and Engineering (CSE19), 2019,

Tyler Leibengood, Alina Lazar, Alex Sim, Kesheng Wu, "Network Traffic Performance Prediction with Multivariate Clusters in Time Windows", SIAM Conference on Computational Science and Engineering (CSE19), 2019,

Sean Peisert, Experiences in Building a Mission-Driven Security R&D Program for Science and Energy, Computer Science Colloquium Seminar, University of California, Davis, February 7, 2019,

Sean Peisert, Daniel Arnold, Using Physics to Improve Cybersecurity for the Distribution Grid and Distributed Energy Resources, Naval Postgraduate School, February 5, 2019,

Beytullah Yildiz, Kesheng Wu, Suren Byna, and Arie Shoshani, "Parallel membership queries on very large scientific data sets using bitmap indexes", Concurrency and Computation: Practice and Experience, January 28, 2019,

Sean Peisert, Building a Mission-Driven, Applied Cybersecurity R&D Program from Scratch, VISA Research, January 23, 2019,

Oliver Rübel, Andrew Tritt, Benjamin Dichter, Thomas Braun, Nicholas Cain, Nathan Clack, Thomas J. Davidson, Max Dougherty, Jean-Christophe Fillion-Robin, Nile Graddis, Michael Grauer, Justin T. Kiggins, Lawrence Niu, Doruk Ozturk, William Schroeder, Ivan Soltesz, Friedrich T. Sommer, Karel Svoboda, Lydia Ng, Loren M. Frank, Kristofer Bouchard, "NWB:N 2.0: An Accessible Data Standard for Neurophysiology", bioRxiv, January 17, 2019, doi: https://doi.org/10.1101/523035

C. Varadharajan, S. Cholia, C. Snavely, V. Hendrix, C. Procopiou, D. Swantek, W. J. Riley, and D. A. Agarwal, "Launching an accessible archive of environmental data", Eos, 100, January 8, 2019, doi: https://doi.org/10.1029/2019EO111263

Mariam Kiran, Anshuman Chhabra, "Understanding flows in high-speed scientific networks: A Netflow data study", Future Generation Computer Science, 2019,

2018

O. Erbilgin, O. Rübel, K. B. Louie, M. Trinh, M. de Raad, T. Wildish, D. W. Udwary, C. A. Hoover,, "MAGI: A Bayesian-like method for metabolite, annotation, and gene integration", bioRxiv, December 19, 2018, doi: 10.1101/204362

Suren Byna, Quincey Koziol, Venkatram Vishwanath, Jerome Soumagne, Houjun Tang, Kimmy Mu, Richard Warren, François Tessier, Bin Dong, Teng Wang, and Jialin Liu, Proactive Data Containers (PDC): An object-centric data store for large-scale computing systems, AGU Fall Meeting, December 13, 2018,

You-Wei Cheah, Danielle Svehla Christianson, Housen Chu, Gilberto Pastorello, Fianna O’Brien, Yeongshnn Ong, Catharine van Ingen, Margaret Torn, Deb Agarwal, AmeriFlux BADM: Implementing lessons from 12 years of long-tail data management into next generation earth science systems (IN34A-03), 2018 AGU Fall Meeting, Washington, D.C., December 12, 2018,

Tal Shachaf, Alexander Sim, Kesheng Wu, Wilko Kroeger, "Detecting Anomalies in the LCLS Workflow", 3rd workshop on Open Science in Big Data (OSBD 2018), in conjunction with IEEE International Conference on Big Data (Big Data 2018), 2018, doi: 10.1109/bigdata.2018.8622334

A. Lazar, K. Wu, A. Sim, "Predicting Network Traffic Using TCP Anomalies", IEEE International Conference on Big Data (Big Data 2018), 2018, doi: 10.1109/bigdata.2018.8622522

Kade Gibson, Dongeun Lee, Jaesik Choi, Alex Sim, "Dynamic Online Performance Optimization in Streaming Data Compression", IEEE International Conference on Big Data (Big Data 2018), 2018, doi: 10.1109/bigdata.2018.8621867

Bin Dong, Teng Wang, Houjun Tang, Quincey Koziol, Kesheng Wu, and Suren Byna, "ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical Storage", IEEE BigData, 2018, December 10, 2018,

Glenn Lockwood, Shane Snyder, Teng Wang, Suren Byna, Phil Carns, and Nicholas Wright, "A Year in the Life of a Parallel File System", International Conference for High Performance Computing, Networking, and Storage (SC'18), IEEE / ACM, November 15, 2018,

Wahid Bhimji, Steven Farrell, Oliver Evans, Matthew Henderson, Shreyas Cholia, Aaron Vose, Mr Prabhat, Rollin Thomas, Richard Shane Canon, "Interactive HPC Deep Learning with Jupyter Notebooks", Supercomputing 2018, Dallas, TX, November 2018,

Karen Tu, Alex Sim (Advisor), John Wu (Advisor), "Identification of Network Data Transfer Bottlenecks in HPC Systems", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’18), ACM Student Research Competition (SRC), 2018,

Fahim Chowdhury, Jialin Liu, Quincey Koziol, Thorsten Kurth, Steven Farrell, Suren Byna, Prabhat, Weikuan Yu,, Initial Characterization of I/O in Large-Scale Deep Learning Applications, 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems (PDSW-DISCS), November 13, 2018,

Jialin Liu, Quincey Koziol, Gregory Butler, Neil Fortner, Mohamad Chaarawi, Houjun Tang, Suren Byna, Glenn Lockwood, Ravi Cheema, Kristy Kallback-Rose, Damian Hazen, Prabhat, "Evaluation of HPC Application I/O on Object Storage Systems", 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems (PDSW-DISCS), November 12, 2018,

I. Monga, C. Guok, J. MacAuley, A. Sim, H. Newman, J. Balcas, P. DeMar, L. Winkler, T. Lehman, X. Yang, "SDN for End-to-end Networked Science at the Exascale (SENSE)", Innovate the Network for Data-Intensive Science Workshop (INDIS 2018), in conjunction with the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'18), 2018, doi: 10.1109/INDIS.2018.00007

Anna Giannakou, Daniel Gunter, Sean Peisert, "Flowzilla: A Methodology for Detecting Data Transfer Anomalies in Research Networks", Workshop on Innovating the Network for Data-Intensive Science (INDIS), November 11, 2018,

Xin Xing, Bin Dong, Jonathan Ajo-Franklin, Kesheng Wu, "Automated Parallel Data Processing Engine with Application to Large-Scale Feature Extraction", 2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) in SC 2018, November 10, 2018,

Sean Peisert, Usable Computer Security and Privacy to Enable and Encourage Data Sharing for Scientific Research, National Academies of Sciences, Engineering, and Medicine Committee on Science, Engineering, Medicine, and Public Policy (COSEMPUP) Meeting, November 8, 2018,

Wei Zhang, Houjun Tang, Suren Byna, Yong Chen, "DART: Distributed Adaptive Radix Tree for Efficient Affix-based Keyword Search on HPC Systems", Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, November 1, 2018, 24,

Cheah You-Wei, Drew Paine, Devarshi Ghoshal, Lavanya Ramakrishnan, Bringing Data Science to Qualitative Analysis, 2018 IEEE 14th International Conference on e-Science, Pages: 325-326 2018, doi: 10.1109/eScience.2018.00076

David P. Randall, Drew Paine, Charlotte P. Lee, "Educational Outreach & Stakeholder Role Evolution in a Cyberinfrastructure Project", 2018 IEEE 14th International Conference on e-Science, IEEE Computer Society, 2018, 201-211, doi: 10.1109/eScience.2018.00035

Mahdi Jamei, Anna Scaglione, Sean Peisert, "Low-Resolution Fault Localization Using Phasor Measurement Units with Community Detection", Proceedings of the 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Allborg, Denmark, IEEE, October 29, 2018,

Shreyas Cholia, Matthew Henderson, Oliver Evans, Fernando Perez, "Kale: A System for Enabling Human-in-the-loop Interactivity in HPC Workflows", Science Gateways 2018, figshare, September 26, 2018, doi: 10.6084/m9.figshare.7067075.v3

Teng Wang, Suren Byna, Glenn Lockwood, Nicholas Wright, Phil Carns, and Shane Snyder,, "IOMiner: Large-scale Analytics Framework for Gaining Knowledge from I/O Logs", IEEE Cluster 2018, September 10, 2018,

Kimmy Mu, Jerome Soumagne, Houjun Tang, Suren Byna, Quincey Koziol, Richard Warren, "A Server-managed Transparent Object Storage Abstraction for HPC", 2018 IEEE International Conference on Cluster Computing (CLUSTER), September 10, 2018,

S. Balasubramanian, D. Ghosal, K. N. Balasubramanian, E. Pouyoul, A. Sim, K. Wu, B. Tierney, "Auto-tuned Publisher in a Pub/Sub System: Design and Performance Evaluation", the 15th IEEE International Conference on Autonomic Computing (ICAC 2018), 2018, doi: 10.1109/icac.2018.00012

Teng Wang, Suren Byna, Bin Dong, and Houjun Tang, "UniviStor: Integrated Hierarchical and Distributed Storage for HPC", IEEE Cluster 2018., September 1, 2018,

Sean Peisert, Security Concerns of an NRP, Second National Research Platform (NRP) Workshop, August 6, 2018,

"A Holistic Approach to Distribution Grid Intrusion Detection Systems", Ciaran Roberts, Anna Scaglione Sean Peisert,, EnergyCentral, July 18, 2018,

J. Wang, K. Wu, A. Sim, S. Hwangbo, "Feature Engineering and Classification Models for Partial Discharge in Power Transformers", Joint Workshop on Deep Learning for Safety-Critical in Engineering Systems (DISE1), in conjunction with ICML, AAMAS, IJCAI, and ECAI 2018, 2018,

Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Ho, and Peter Nugent, "Distributed Caching for Processing Raw Arrays", SSDBM, 2018,

C. Dao, X. Liu, J. Jiang, A. Sim, C. E. Tull, K. Wu, "Modeling Data Transfers: Change Point and Anomaly Detection", International Workshop on Scalable Network Traffic Analytics (SNTA 2018), 2018, in conjunction with the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018), 2018, doi: 10.1109/icdcs.2018.00177

J. Kim, J. Choi, A. Sim, "Spatio-temporal Analysis of HPC I/O and Connection Data", International Workshop on Scalable Network Traffic Analytics (SNTA 2018), 2018, in conjunction with the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018), 2018, doi: 10.1109/icdcs.2018.00176

AP Arkin,RW Cottingham,CS Henry,NL Harris,RL Stevens,S Maslov,P Dehal,D Ware,F Perez,S Canon,MW Sneddon,ML Henderson,WJ Riehl,D Murphy-Olson,SY Chan,RT Kamimura,S Kumari,MM Drake,TS Brettin,EM Glass,D Chivian,D Gunter,DJ Weston,BH Allen,J Baumohl,AA Best,B Bowen,SE Brenner,CC Bun,JM Chandonia,JM Chia,R Colasanti,N Conrad,JJ Davis,BH Davison,M Dejongh,S Devoid,E Dietrich,I Dubchak,JN Edirisinghe,G Fang,JP Faria,PM Frybarger,W Gerlach,M Gerstein,A Greiner,J Gurtowski,HL Haun,F He,R Jain,MP Joachimiak,KP Keegan,S Kondo,V Kumar,ML Land,F Meyer,M Mills,PS Novichkov,T Oh,GJ Olsen,R Olson,B Parrello,S Pasternak,E Pearson,SS Poon,GA Price,S Ramakrishnan,P Ranjan,PC Ronald,MC Schatz,SMD Seaver,M Shukla,RA Sutormin,MH Syed,J Thomason,NL Tintle,D Wang,F Xia,H Yoo,S Yoo,D Yu, "KBase: The United States department of energy systems biology knowledgebase", Nature Biotechnology, July 2018, 36:566--569, doi: 10.1038/nbt.4163

S. Farrell, A. Vose, O. Evans, M. Henderson, S. Cholia, W. Bhimji, R. Thomas, S.
Canon, and Prabhat,,
"Interactive Distributed Deep Learning with Jupyter Notebooks", ISC Workshop on Interactive High-Performance Computing, June 28, 2018,

Sean Peisert, Cyber Security Challenges and Opportunities in High-Performance Computing Environments, International Supercomputing Conference, June 26, 2018,

R. Kettimuthu, Z. Liu, I. Foster, P. Beckman, A. Sim, K. Wu, W. Liao, Q. Kang, A. Agrawal, A. Choudhary, "Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues", Workshop in Autonomous Infrastructure for Science (AI-Science 2018), 2018, in conjunction with the 27th International Symposium on High-Performance Parallel and Distributed Computing (ACM HPDC 2018), 2018, doi: 10.1145/3217197.3217205

M. Yang, X. Liu, W. Kroeger, A. Sim, K. Wu, "Identifying Anomalous File Transfer Events in LCLS Workflow", Workshop in Autonomous Infrastructure for Science (AI-Science 2018), 2018, in conjunction with the 27th International Symposium on High-Performance Parallel and Distributed Computing (ACM HPDC 2018), 2018, doi: 10.1145/3217197.3217203

Houjun Tang, Suren Byna, Francois Tessier, Teng Wang, Bin Dong, Jingqing Mu, Quincey Koziol, Jerome Soumagne, Venkatram Vishwanath, Jialin Liu, and Richard Warren, "Toward Scalable and Asynchronous Object-centric Data Management for HPC", 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2018, May 1, 2018,

J. Kim, A. Sim, B. Tierney, S. Suh, I. Kim, "Multivariate Network Traffic Analysis using Clustered Patterns", Journal of Computing, 2018, doi: 10.1007/s00607-018-0619-4

F Alali, N Hanford, E Pouyoul, R Kettimuthu, M Kiran, B Mack-Crane, B Tierney, Y Kumar, D Ghosal, "Calibers: A bandwidth calendaring paradigm for science workflows", Future Generation Computer Systems, 2018, 89:736--745, doi: 10.1016/j.future.2018.07.030

T. Ke, A. S. Brewster, S. X. Yu, D. Ushizima, C. Yang, N. K. Sauter, "A convolutional neural network-based screening tool for X-ray serial crystallography", JOURNAL OF SYNCHROTRON RADIATION, April 24, 2018, 25:665-670, doi: 10.1107/S1600577518004873

Haoyuan Xing, Sofoklis Floratos, Spyros Blanas, Suren Byna, Prabhat, Kesheng Wu, and Paul Brown,, "ArrayBridge: Interweaving declarative array processing with imperative high-performance computing", 34th IEEE International Conference on Data Engineering (ICDE) 2018, April 17, 2018,

Bharti Wadhwa, Suren Byna, Ali R. Butt, "Toward Transparent Data Management in Multi-layer Storage Hierarchy for HPC Systems", IEEE International Conference on Cloud Engineering 2018 (IC2E 2018), April 17, 2018,

K. E. Bouchard, J.B. Aimone, M. Chun, T. Dean, M. Denker, M. Diesmann, D. Donofrio, L.M. Frank, N. Kasthuri, C. Koch, O. Rübel, H. Simon, F. T. Sommer, Prabhat, "International Neuroscience Initiatives Through the Lens of High-Performance Computing", IEEE Computer, April 12, 2018, 51(4):50-59, doi: doi 10.1109/MC.2018.2141039

Junmin Gu, Scott Klasky, Norbert Podhorszki, Ji Qiang, Kesheng Wu, "Querying Large Scientific Data Sets with Adaptable IO System ADIOS", Supercomputing Frontiers (Best Paper Award), Springer International Publishing, 2018, 51-69,

Sean Peisert, Keynote: Cybersecurity for HPC Systems: State of the Art and Looking to the Future, High-Performance Computing Security Workshop, National Institute of Standards and Technology (NIST), March 28, 2018,

Devarshi Ghoshal, "Deduce: Managing Data Change Pipelines", Conference on Data Analysis (CoDA 2018), 2018,

H. Zhan, G. Gomes, X. S. Li, K. Madduri, A. Sim, K. Wu, "Consensus Ensemble System for Traffic Flow Prediction", IEEE Transactions on Intelligent Transportation Systems, 2018, doi: 10.1109/TITS.2018.2791505

Sean Peisert, Eli Dart, William K. Barnett, James Cuff, Robert L. Grossman, Edward Balas, Ari Berman, Anurag Shankar, Brian Tierney, "The Medical Science DMZ: An Network Design Pattern for Data-Intensive Medical Science", Journal of the American Medical Informatics Association (JAMIA), March 2018, 25(3):267-274, doi: 10.1093/jamia/ocx104

Sean Peisert, Ciaran Roberts, Cyber Security of Power Distribution Systems Using Micro-Synchrophasor Measurements and Cyber-Reported SCADA, EPRI Power Delivery & Utilization Winter 2018 Program Advisory & Sector Council Meeting, February 7, 2018,

A Bennaceur, A Cano, L Georgieva, M Kiran, M Salama, P Yadav, "Issues in gender diversity and equality in the UK", Proceedings - International Conference on Software Engineering, 2018, 5--9, doi: 10.1145/3195570.3195571

B Mohammed, B Modu, KM Maiyama, H Ugail, I Awan, M Kiran, "Failure Analysis Modelling in an Infrastructure as a Service (Iaas) Environment", Electronic Notes in Theoretical Computer Science, 2018, 340:41--54, doi: 10.1016/j.entcs.2018.09.004

O. Rübel, B. P. Bowen, "BASTet: Shareable and reproducible analysis and visualization of mass spectrometry imaging data via OpenMSI", IEEE Transactions on Visualization and Computer Graphics, January 12, 2018, 24,no. 1, doi: 10.1109/TVCG.2017.2744479

Kesheng Wu, Horst D Simon, "High-Performance Computational Intelligence and Forecasting Technologies", Lawrence Berkeley National Laboratory, 2018,

T. Kim, J. Choi, D. Lee, A. Sim, C. A. Spurlock, A. Todd, K. Wu, "Predicting Baseline for Analysis of Electricity Pricing", International Journal of Big Data Intelligence. Special issue on Data to Decision, 2018, 5:3-20, doi: 10.1504/IJBDI.2018.10008133

GP Rodrigo, M Henderson, GH Weber, C Ophus, K Antypas, L Ramakrishnan, "ScienceSearch: Enabling Search through Automatic Metadata Generation", 2018 IEEE 14th International Conference on e-Science (e-Science), IEEE, 2018, doi: 10.1109/escience.2018.00025

MF Wehner, KA Reed, B Loring, D Stone, H Krishnan, "Changes in tropical cyclones under stabilized 1.5 and 2.0°C global warming scenarios as simulated by the Community Atmospheric Model under the HAPPI protocols", Earth System Dynamics, 2018, 9:187--195, doi: 10.5194/esd-9-187-2018

Tom Liebmann, Gunther H. Weber, Gerik Scheuermann, "Hierarchical Correlation Clustering in Multiple 2D Scalar Fields", Computer Graphics Forum (Special Issue, Proceedings Symposium on Visualization), 2018, 37, doi: 10.1111/cgf.13396

GH Weber, C Ophus, L Ramakrishnan, "Automated Labeling of Electron Microscopy Images Using Deep Learning", Proc. 4th Workshop of Machine Learning in HPC Environments (MLHPC), 2018,

JJ Billings, AR Bennett, J Deyton, K Gammeltoft, J Graham, D Gorin, H Krishnan, M Li, AJ McCaskey, T Patterson, R Smith, GR Watson, A Wojtowicz, The eclipse integrated computational environment, SoftwareX, Pages: 234--244 2018, doi: 10.1016/j.softx.2018.07.004

P Koanantakool, A Ali, A Azad, A Buluç, D Morozov, L Oliker, KA Yelick, S-Y Oh, "Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.", Proceedings of Machine Learning Research, PMLR, 2018, 84:1376--1386,

Anubhav Jain, Joseph Montoya, Shyam Dwaraknath, Nils ER Zimmermann, John Dagdelen, Matthew Horton, Patrick Huck, Donny Winston, Shreyas Cholia, Shyue Ping Ong, others, "The Materials Project: Accelerating Materials Design Through Theory-Driven Data and Tools", Handbook of Materials Modeling: Methods: Theory and Modeling, (Springer: 2018) Pages: 1--34

M Wehner, D Stone, H Shiogama, P Wolski, A Ciavarella, N Christidis, H Krishnan, Early 21st century anthropogenic changes in extremely hot days as simulated by the C20C+ detection and attribution multi-model ensemble, Weather and Climate Extremes, Pages: 1--8 2018, doi: 10.1016/j.wace.2018.03.001

DA Stone, MD Risser, OM Angélil, MF Wehner, S Cholia, N Keen, H Krishnan, TA O Brien, WD Collins, A basis set for exploration of sensitivity to prescribed ocean conditions for estimating human contributions to extreme weather in CAM5.1-1degree, Weather and Climate Extremes, Pages: 10--19 2018, doi: 10.1016/j.wace.2017.12.003

Andrey Babichev, Dmitriy Morozov, Yuri Dabaghian, "Robust spatial memory maps encoded by networks with transient", PLoS computational biology, 2018, 14:e1006433,

S Swaid, M Maat, H Krishnan, D Ghoshal, L Ramakrishnan, "Usability heuristic evaluation of scientific data analysis and visualization tools", Advances in Intelligent Systems and Computing, 2018, 607:471--482, doi: 10.1007/978-3-319-60492-3_45

YS Yu, M Farmand, C Kim, Y Liu, CP Grey, FC Strobridge, T Tyliszczak, R Celestre, P Denes, J Joseph, H Krishnan, FRNC Maia, ALD Kilcoyne, S Marchesini, TPC Leite, T Warwick, H Padmore, J Cabana, DA Shapiro, Three-dimensional localization of nanoscale battery reactions using soft X-ray tomography, Nature Communications, 2018, doi: 10.1038/s41467-018-03401-x

K Beketayev, D Yeliussizov, D Morozov, GH Weber, B Hamann, "Measuring the Error in Approximating the Sub-Level Set Topology of Sampled Scalar Data", International Journal of Computational Geometry and Applications, 2018, 28:57--77, doi: 10.1142/S0218195918500036

E Deelman, T Peterka, I Altintas, CD Carothers, KK van Dam, K Moreland, M Parashar, L Ramakrishnan, M Taufer, J Vetter, "The future of scientific workflows", International Journal of High Performance Computing Applications, 2018, 32:159--175, doi: 10.1177/1094342017704893

GP Rodrigo, PO Östberg, E Elmroth, K Antypas, R Gerber, L Ramakrishnan, "Towards understanding HPC users and systems: A NERSC case study", Journal of Parallel and Distributed Computing, 2018, 111:206--221, doi: 10.1016/j.jpdc.2017.09.002

B Loring, A Myers, D Camp, EW Bethel, "Python-based in situ analysis and visualization", Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization - ISAV 18, ACM Press, 2018, doi: 10.1145/3281464.3281465

DA Shapiro, R Celestre, B Enders, J Joseph, H Krishnan, MA Marcus, K Nowrouzi, H Padmore, J Park, A Warwick, Y-S Yu, The COSMIC Imaging Beamline at the Advanced Light Source: a new facility for spectro-microscopy of nano-materials, Microscopy and Microanalysis, Pages: 8--11 2018, doi: 10.1017/s1431927618012485

GP Rodrigo, E Elmroth, P-O Ostberg, L Ramakrishnan, "ScSF: A Scheduling Simulation Framework", Job Scheduling Strategies for Parallel Processing, Cham, Springer International Publishing, 2018, 152--173,

B Lessley, T Perciano, C Heinemann, D Camp, H Childs, EW Bethel, "DPP-PMRF: Rethinking Optimization for a Probabilistic Graphical Model Using Data-Parallel Primitives", The 8th IEEE Symposium on Large Data Analysis and Visualization - LDAV 2018, 2018,

B Enders, K Nowrouzi, H Krishnan, S Marchesini, J Park, Y-S Yu, DA Shapiro, Dataflow at the COSMIC Beamline - Stream Processing and Supercomputing, Microscopy and Microanalysis, Pages: 58--59 2018, doi: 10.1017/s1431927618012710

D Ghoshal, L Ramakrishnan, D Agarwal, "Dac-Man: Data Change Management for Scientific Datasets on HPC Systems", SC ’18, Piscataway, NJ, USA, IEEE Press, 2018, 72:1--72:1,

Terry Benzel and Sean Peisert, Selected Papers from the 2017 IEEE Symposium on Security and Privacy [Guest editors' introduction], IEEE Security and Privacy, Pages: 10-11 January 2018,

C Heinemann, T Perciano, D Ushizima, EW Bethel, "Distributed memory parallel Markov random fields using graph partitioning", Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, 2018, 2018-Jan:3332--3341, doi: 10.1109/BigData.2017.8258318

Dáithí A Stone, Mark D Risser, Oliver M Angélil, Michael F Wehner, Shreyas Cholia, Noel Keen, Harinarayan Krishnan, Travis A O Brien, William D Collins, "A basis set for exploration of sensitivity to prescribed ocean conditions for estimating human contributions to extreme weather in CAM5. 1-1degree", Weather and climate extremes, 2018, 19:10--19,

B Faybishenko, F Molz, D Agarwal, "Nonlinear dynamics simulations of microbial ecological processes: Model, diagnostic parameters of deterministic chaos, and sensitivity analysis", Springer Proceedings in Mathematics and Statistics, ( 2018) Pages: 437--465 doi: 10.1007/978-3-030-02825-1_19

P Enfedaque, H Chang, H Krishnan, S Marchesini, "GPU-based implementation of ptycho-ADMM for high performance x-ray imaging", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, 10860 LN:540--553, doi: 10.1007/978-3-319-93698-7_41

DC Miller, JD Siirola, D Agarwal, AP Burgard, A Lee, JC Eslick, B Nicholson, C Laird, LT Biegler, D Bhattacharyya, NV Sahinidis, IE Grossmann, CE Gounaris, D Gunter, "Next Generation Multi-Scale Process Systems Engineering Framework", Computer Aided Chemical Engineering, 2018, 44:2209--2214, doi: 10.1016/B978-0-444-64241-7.50363-3

RJ Pandolfi, DB Allan, E Arenholz, L Barroso-Luque, SI Campbell, TA Caswell, A Blair, F De Carlo, S Fackler, AP Fournier, G Freychet, M Fukuto, D Gürsoy, Z Jiang, H Krishnan, D Kumar, RJ Kline, R Li, C Liman, S Marchesini, A Mehta, AT N Diaye, DY Parkinson, H Parks, LA Pellouchoud, T Perciano, F Ren, S Sahoo, J Strzalka, D Sunday, CJ Tassone, D Ushizima, S Venkatakrishnan, KG Yager, P Zwart, JA Sethian, A Hexemer, "Xi-cam: a versatile interface for data visualization and analysis", Journal of Synchrotron Radiation, 2018, 25:1261--1270, doi: 10.1107/S1600577518005787

C Li, C Michel, L Seland Graff, I Bethke, G Zappa, TJ Bracegirdle, E Fischer, BJ Harvey, T Iversen, MP King, H Krishnan, L Lierhammer, D Mitchell, J Scinocca, H Shiogama, DA Stone, JJ Wettstein, Midlatitude atmospheric circulation responses under 1.5 and 2.0g°C warming and implications for regional impacts, Earth System Dynamics, Pages: 359--382 2018, doi: 10.5194/esd-9-359-2018

Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Mueller, "Programmable In Situ System for Iterative Workflows", Lecture Notes in Computer Science, Cham, Springer International Publishing, January 1, 2018, 10773:122--131, doi: 10.1007/978-3-319-77398-8\_7

M Gribaudo, M Iacono, M Kiran, "A performance modeling framework for lambda architecture based applications", Future Generation Computer Systems, 2018, 86:1032--1041, doi: 10.1016/j.future.2017.07.033

EM Stewart, P Top, M Chertkov, D Deka, S Backhaus, A Lokhov, C Roberts, V Hendrix, S Peisert, A Florita, TJ King, MJ Reno, "Integrated multi-scale data analytics and machine learning for the distribution grid", 2017 IEEE International Conference on Smart Grid Communications, SmartGridComm 2017, 2018, 2018-Jan:423--429, doi: 10.1109/SmartGridComm.2017.8340693

M Wehner, D Stone, D Mitchell, H Shiogama, E Fischer, LS Graff, VV Kharin, L Lierhammer, B Sanderson, H Krishnan, Changes in extremely hot days under stabilized 1.5 and 2.0 °c global warming scenarios as simulated by the HAPPI multi-model ensemble, Earth System Dynamics, Pages: 299--311 2018, doi: 10.5194/esd-9-299-2018

M Kiran, E Pouyoul, A Mercian, B Tierney, C Guok, I Monga, "Enabling intent to configure scientific networks for high performance demands", Future Generation Computer Systems, 2018, 79:205--214, doi: 10.1016/j.future.2017.04.020

2017

J. Wang, A. Sim, K. Wu, S. Hwangbo, "Accurate Signal Timing from High Frequency Streaming Data", 2017 IEEE International Conference on Big Data (Big Data 2017), 2017, doi: 10.1109/bigdata.2017.8258565

A. Lazar, L. Jin, A. Spurlock, A. Todd, K. Wu, A. Sim, "Data Quality Challenges with Missing Values and Mixed Types in Joint Sequence Analysis", Workshop in Data Quality Issues in Big Data and Machine Learning Applications: Going Beyond Data Cleaning and Transformations, in conjunction with the 2017 IEEE International Conference on Big Data (Big Data 2017), 2017, doi: 10.1109/BigData.2017.8258222

J. Wang, K. Wu, A. Sim, S. Hwangbo, "Feature Engineering and Classification Models for Partial Discharge Events in Power Transformers", 10th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2017), 2017, doi: 10.1145/3148055.3149270

Shashanka Ubaru, Kesheng Wu, Kristofer E. Bouchard, "UoI-NMF Cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data", the 16th IEEE International Conference on Machine Learning and Applications (ICMLA 2017), 2017, 241-248, doi: 10.1109/ICMLA.2017.0-152

P. Harrington, W. Yoo (Advisor), A. Sim (Advisor), K. Wu (Advisor), "Diagnosing Parallel I/O Bottlenecks in HPC Applications", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’17), ACM Student Research Competition (SRC), First place winner, 2017,

Glenn Lockwood, Shane Snyder, Wucherl Yoo, Kevin Harms, Zachary Nault, Suren Byna, Philip Carns, Nicholas Wright, "UMAMI: A Recipe for Generating Meaningful Metrics through Holistic I/O Performance Analysis", 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems (PDSW-DISCS), 2017 (Held in conjunction with SC17), November 14, 2017,

Tzu-Hsien Wu, Jerry Chou, Shyng Hao, Bin Dong, KeshengWu, Scott Klasky, "Optimizing the Query Performance of Block Index Through Data Analysis and I/O Modeling", The International Conference for High Performance Computing, Networking, Storage and Analysis (SC'17), November 13, 2017,

J. Wang, K. Wu, A. Sim, S. Hwangbo, "Convolutional Filtering for Accurate Signal Timing from Noisy Streaming Data", 3rd IEEE International Conference on Big Data Intelligence and Computing (DataCom2017), 2017, doi: 10.1109/DASC-PICom-DataCom-CyberSciTec.2017.157

David Hatchell, Patrick Miller, Michael Coleman, Sean Peisert, Cybersecurity for the Electricity Grid", Bits & Watts Annual Conference, November 6, 2017,

Shreyas Cholia, Matthew Henderson, Oliver Evans, Demo: Extending Jupyter to Support Interactive High Performance Computing, Science Gateways 2017, October 2017, doi: 10.6084/m9.figshare.5501137.v1

Sean Peisert, Security in High Performance Computing Environments, Computing Sciences/NERSC Security Seminar, October 5, 2017,

Sean Peisert, Matt Bishop, Ed Talbot,, "A Model of Owner Controlled, Full-Provenance, Non-Persistent, High-Availability Information Sharing", Proceedings of the 2017 New Security Paradigms Workshop (NSPW), Santa Cruz, CA, October 2017, 80-89, doi: 10.1145/3171533.3171536

Sean Peisert, Security and Privacy in Data-Intensive, High-Performance Computing Contexts, Berkeley Institute for Data Science (BIDS), October 2, 2017,

Jonathan Ganz, Sean Peisert, "ASLR: How Robust is the Randomness", Proceedings of the IEEE Secure Development Conference (SecDev), Cambridge, MA, IEEE Computer Society, September 24, 2017, doi: 10.1109/SecDev.2017.19

Mahdi Jamei, Anna Scaglione, Ciaran Roberts, Emma Stewart, Sean Peisert, Chuck McParland, Alex McEachern, "Anomaly Detection Using μPMU Measurements in Distribution Grids", IEEE Transactions on Power Systems, 2017, doi: 10.1109/TPWRS.2017.2764882

Houjun Tang, Suren Byna, Bin Dong, Jialin Liu, and Quincey Koziol, "SoMeta: Scalable Object-centric Metadata Management for High Performance Computing", IEEE Cluster 2017, September 5, 2017,

Sean Peisert, "Security in High-Performance Computing Environments", Communications of the ACM (CACM), September 2017, 60(9):72-80, doi: 10.1145/3096742

K. Wu, D. Lee, A. Sim, J. Choi, "Statistical Data Reduction for Streaming Data", 2017 New York Scientific Data Summit (NYSDS), Data-Driven Discovery in Science and Industry, 2017, doi: 10.1109/NYSDS.2017.8085035

Jinoh Kim, Alex Sim, "A New Approach to Online, Multivariate Network Traffic Analysis", 2nd Workshop on Network Security Analytics and Automation (NSAA), in conjunction with the 26th International Conference on Computer Communications and Networks (ICCCN 2017), 2017, doi: 10.1109/ICCCN.2017.8038520

Mahdi Jamei, Anna Scaglione, Ciaran Roberts, Alex McEachern, Emma Stewart, Sean Peisert, Chuck McParland, "Online Thevenin Parameter Tracking Using Synchrophasor Data", Proceedings of the 2017 IEEE Power Engineering Society (PES) General Meeting (GM), Chicago, IL, IEEE, July 2017,

Sugeerth Murugesan, Kristofer Bouchard, Jesse A. Brown, Bernd Hamann, William W. Seeley, Andrew Trujillo, Gunther H. Weber, "Brain Modulyzer: Interactive Visual Analysis of Functional Brain Connectivity", IEEE Transactions on Computational Biology and Bioinformatics, 2017, 14(4):805-818, LBNL 1005732, doi: 10.1109/TCBB.2016.2564970

Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu, "Improving Statistical Similarity Based Data Reduction for Non-Stationary Data", 29th International Conference on Scientific and Statistical Database Management (SSDBM2017), 2017, doi: 10.1145/3085504.3085583

Updated experiment version: https://sdm.lbl.gov/oapapers/ssdbm17-lee-upd.pdf
Original version: http://dl.acm.org/citation.cfm?doid=3085504.3085583

Devarshi Ghoshal, Lavanya Ramakrishnan, "MaDaTS: Managing Data on Tiered Storage for Scientific Workflows", Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing (HPDC '17), ACM, 2017, 41--52, doi: 10.1145/3078597.3078611

Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu, "ArrayUDF: User-Defined Scientific Data Analysis on Arrays", The ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2017 (Acceptance rate:19%), June 26, 2017,

Alberto Gonzalez, Jason Leigh, Sean Peisert, Brian Tierney, Andrew Lee, Jennifer M. Schopf, "Big Data and Analysis of Data Transfers for International Research Networks Using NetSage", Proceedings of IEEE BigData Congress 2017, Honolulu, Hawaii, June 2017, doi: 10.1109/BigDataCongress.2017.51

Sean Peisert, Mike Corn, Dewight Kramer, David Rusting, Tye Stallard, The Role of the WAN and the Community to Improve Security, 2017 UC Information Security Symposium,, June 21, 2017,

Galen Rasche, Jenna Goodward, Sheeraz Haji, Gabriel Paun, Sean Peisert, Managing Energy: Role of Data and Security, Prospect Silicon Valley 2017 Innovation and Impact Symposium, June 14, 2017,

Sugeerth Murugesan, Kristofer Bouchard, Edward Chang, Dougherty, Bernd Hamann, Gunther H. Weber, "Multi-scale Visual Analysis of Time-varying Electrocorticography Data Clustering of Brain Regions", BMC Bioinformatics, 2017, 18:236, doi: 10.1186/s12859-017-1633-9

Jonas Lukasczyk, Ross Maciejewski, Gunther H. Weber, Garth, Heike Leitte, "Nested Tracking Graphs", Computer Graphics Forum (Special Issue, Proceedings Symposium on Visualization), 2017, 36 (3):12--22, doi: 10.1111/cgf.13164

Jonathan Wang, Wucherl Yoo, Alex Sim, Peter Nugent, K. John Wu, "Parallel Variable Selection for Effective Performance Prediction", the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid2017), 2017, doi: 10.1109/CCGRID.2017.47

Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, and Peter Nugent, "Incremental View Maintenance over Array Data", In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17) (Acceptance rate: 20%). ACM, New York, NY, USA, May 14, 2017,

Suren Byna, Mohamad Chaarawi, Quincey Koziol, John Mainzer, and Frank Willmore,, "Tuning HDF5 subfiling performance on parallel file systems", Cray User Group (CUG) meeting 2017, May 10, 2017,

Cong Xu, Shane Snyder, Omkar Kulkarni, Vishwanath Venkatesan, Philip Carns, Suren Byna, Robert Sisneros, and Kalyana Chadalavada,, "DXT: Darshan eXtended Tracing", Cray User Group (CUG) meeting 2017, May 10, 2017,

M. de Raad, T. de Rond, O. Rübel, J. D. Keasling, T. R. Northen, B. P. Bowen, "OpenMSI Arrayed Analysis Toolkit: Analyzing Spatially Defined Samples Using Mass Spectrometry Imaging", ACS Analytical Chemistry, May 3, 2017, doi: 10.1021/acs.analchem.6b05004

Jialin Liu, Quincey Koziol, Houjun Tang, François Tessier, Wahid Bhimji, Brandon Cook, Brian Austin, Suren Byna, Bhupender Thakur, Glenn Lockwood, Jack Deslippe, Prabhat, "Understanding the I/O Performance Gap Between Cori KNL and Haswell", Cray User Group Conference 2017 (CUG 2017), May 1, 2017,

Gunther H. Weber, Sheelagh Carpendale, David Ebert, Brian Fisher Hans Hagen, Ben Shneiderman, Anders Ynnerman, "Apply or Die: On the Role and Assessment of Application Papers in", IEEE Computer Graphics \& Applications, 2017, 37 (3):96--104, doi: 10.1109/MCG.2017.51

Gilberto Z. Pastorello, Dario Papale, Housen Chu, Carlo Trotta, Deb A. Agarwal, Eleonora Canfora, Dennis D. Baldocchi, M. S. Torn, "A new data set to keep a sharper eye on land-air exchanges", Eos, 2017, 98:28-32, doi: 10.1029/2017EO071597

Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu, "Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns", Data Compression Conference (DCC 2017), 2017,

Stone, D. A., H. Krishnan, R. Lance, S. Sippel, and M. F. Wehner, "The First and Second Hackathons of the International CLIVAR C20C+ Detection and Attribution Project", CLIVAR Exchanges, 2017,

Sean Peisert, Greg Bell, Anita Nikolich, Von Welch, Cybersecurity: New Directions for Research and Education - Your own safety is at stake when your neighbor's wall is ablaze. (—Horace), CENIC Annual Conference — The Right Connection ¦ CENIC 2.0, March 22, 2017,

Leon J. Osterweil, Matt Bishop, Heather M. Conboy, Huong Phan, Borislava I. Simidchieva, George S. Avrunin, Lori A. Clarke, Sean Peisert, "A Comprehensive Framework for Using Iterative Analysis to Improve Human-Intensive Process Security: An Election Example", ACM Transactions on Privacy and Security (TOPS), 2017, 20(2), doi: https://doi.org/10.1145/3041041

Timmermans, B., D. Stone, M. Wehner, and H. Krishnan, "Impact of tropical cyclones on modeled wind-wave climate", Geophysical Research Letters, 2017, 44:1393-1401, doi: 10.1002/2016GL071681

Sean Peisert, Von Welch, Andrew Adams, Michael Dopheide, Susan Sons, RuthAnne Bevier, Rich LeDuc, Pascal Meunier, Stephen Schwab, and Karen Stocks, Ilkay Altintas, James Cuff, Reagan Moore, Warren Raquel, "Open Science Cyber Risk Profile", February 10, 2017, doi: 2022/21259

Ling Jin, Doris Lee, Alex Sim, Sam Borgeson, John Wu, Anna Spurlock, Annika Todd, "Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data", 2nd International Workshop on Artificial Intelligence for Smart Grids and Smart Buildings, In conjunction with AAAI 2017, 2017,

J. Kim, A. Sim, S.C. Suh, I. Kim, "An Approach to Online Network Monitoring Using Clustered Patterns", International Conference on Computing, Networking and Communications (ICNC 2017), 2017, doi: 10.1109/ICCNC.2017.7876207

J. Kim, W. Yoo, A. Sim, S.C. Suh, I. Kim, "A Lightweight Network Anomaly Detection Technique", International Workshop on Computing, Networking and Communications (CNC 2017), 2017, doi: 10.1109/ICCNC.2017.7876251

Richard LeDuc, Sean Peisert, Karen Stocks, Von Welch, Open Science Cyber Risk Profile (OSCRP), National Science Foundation Cybersecurity Center of Excellence (CCoE) Webinar Series, January 23, 2017,

Mahdi Jamei, Anna Scaglione, Ciaran Roberts, Emma Stewart, Sean Peisert, Chuck McParland, Alex McEachern, "Automated Anomaly Detection in Distribution Grids Using µPMU Measurements", Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS), Electric Energy Systems Track, Resilient Networks Minitrack, IEEE, January 2017, doi: http://hdl.handle.net/10125/41543

GH Weber, MS Bandstra, DH Chivers, HH Elgammal, V Hendrix, J Kua, JS Maltz, K Muriki, Y Ong, K Song, MJ Quinlan, L Ramakrishnan, BJ Quiter, "Web-based visual data exploration for improved radiological source detection", Concurrency Computation, 2017, 29, doi: 10.1002/cpe.4203

Rollin Thomas, Shane Canon, Shreyas Cholia, Lisa Gerhardt, Evan Racah, "Toward Interactive Supercomputing at NERSC with Jupyter", Cray User Group (CUG) Conference Proceedings, 2017,

A Mercian, M Kiran, E Pouyoul, B Tierney, I Monga, "INDIRA: Application Intent network assistant to configure SDN-based high performance scientific networks", Optics InfoBase Conference Papers, 2017, Part F40, doi: 10.1364/OFC.2017.Tu3L.6

M Usman, A Iqbal, M Kiran, "A bandwidth friendly architecture for Cloud Gaming", International Conference on Information Networking, 2017, 179--184, doi: 10.1109/ICOIN.2017.7899500

W Fox, D Ghoshal, A Souza, GP Rodrigo, L Ramakrishnan, "E-HPC: A library for elastic resource management in HPC environments", Proceedings of WORKS 2017: 12th Workshop on Workflows in Support of Large-Scale Science - Held in conjunction with SC 2017: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2017, doi: 10.1145/3150994.3150996

KM Maiyama, D Kouvatsos, B Mohammed, M Kiran, MA Kamala, "Performance modelling and analysis of an OpenStack IaaS cloud computing platform", Proceedings - 2017 IEEE 5th International Conference on Future Internet of Things and Cloud, FiCloud 2017, 2017, 2017-Jan:198--205, doi: 10.1109/FiCloud.2017.54

T Eftonova, M Kiran, M Stannett, "Long-term Macroeconomic Dynamics of Competition in the Russian Economy using Agent- based Modelling.", IJSDA, 2017, 6:1--20,

Michael Kerber, Dmitriy Morozov, Arnur Nigmetov, "Geometry Helps to Compare Persistence Diagrams", Journal of Experimental Algorithmics, 2017, 22:1.4:1--1.4, doi: 10.1145/3064175

B Mohammed, M Kiran, KM Maiyama, MM Kamala, IU Awan, "Failover strategy for fault tolerance in cloud computing environment", Software - Practice and Experience, 2017, 47:1243--1274, doi: 10.1002/spe.2491

Gilberto Z. Pastorello, "Generation of Uniform Data Products for AmeriFlux and FLUXNET", The practice of reproducible research: case studies and lessons from the data-intensive sciences, (University of California Press: 2017) Pages: 305-309

O Angélil, D Stone, M Wehner, CJ Paciorek, H Krishnan, W Collins, "An independent assessment of anthropogenic attribution statements for recent extreme temperature and rainfall events", Journal of Climate, 2017, 30:5--16, doi: 10.1175/JCLI-D-16-0077.1

T Perciano, D Ushizima, H Krishnan, D Parkinson, J Sethian, "FibriPy: A software environment for fiber analysis from 3D micro-computed tomography data", Advanced Materials - TechConnect Briefs 2017, 2017, 1:25--28,

L. Ferrari, A. Scaglione, R. Gentz, Y. W. P. Hong, "Convergence Results on Pulse Coupled Oscillator Protocols in Locally Connected Networks", IEEE/ACM Transactions on Networking, 2017, 25:1004-1019, doi: 10.1109/TNET.2016.2611379

D Ghoshal, L Ramakrishnan, "MaDaTS: Managing data on tiered storage for scientific workflows", HPDC 2017 - Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017, 41--52, doi: 10.1145/3078597.3078611

DY Parkinson, DM Pelt, T Perciano, D Ushizima, H Krishnan, HS Barnard, AA MacDowell, J Sethian, "Machine learning for micro-tomography", Proceedings of SPIE - The International Society for Optical Engineering, 2017, 10391, doi: 10.1117/12.2274731

E Bethel, zorder-lib: Library API for Z-Order Memory Layout:, 2017,

B Timmermans, D Stone, M Wehner, H Krishnan, Impact of tropical cyclones on modeled extreme wind-wave climate, Geophysical Research Letters, Pages: 1393--1401 2017, doi: 10.1002/2016GL071681

D Ghoshal, V Hendrix, W Fox, S Balasubhramanian, L Ramakrishnan, "FRIEDA: Flexible Robust Intelligent Elastic Data Management Framework", The Journal of Open Source Software, 2017, 2:164--164, doi: 10.21105/joss.00164

EW Bethel, Towards a data-centric research and development roadmap for large-scale science user facilities, Proceedings - 13th IEEE International Conference on eScience, eScience 2017, Pages: 462--464 2017, doi: 10.1109/eScience.2017.72

BJ Daurer, H Krishnan, T Perciano, FRNC Maia, DA Shapiro, JA Sethian, S Marchesini, Nanosurveyor: a framework for real-time data processing., Advanced structural and chemical imaging, Pages: 7 2017, doi: 10.1186/s40679-017-0039-0

P Oesterling, C Heine, GH Weber, D Morozov, G Scheuermann, "Computing and visualizing time-varying merge trees for high-dimensional data", Mathematics and Visualization, ( 2017) Pages: 87--101 doi: 10.1007/978-3-319-44684-4_5

E Stewart, V Hendrix, M Chertkov, D Deka, "Integrated Multi-Scale Data Analytics and Machine Learning for the Distribution Grid and Building-to-Grid Interface", 2017,

M Farmand, R Celestre, P Denes, ALD Kilcoyne, S Marchesini, H Padmore, T Tyliszczak, T Warwick, X Shi, J Lee, YS Yu, J Cabana, J Joseph, H Krishnan, T Perciano, FRNC Maia, DA Shapiro, "Near-edge X-ray refraction fine structure microscopy", Applied Physics Letters, 2017, 110, doi: 10.1063/1.4975377

Dmitriy Smirnov, Dmitriy Morozov, Triplet Merge Trees, 2017,

Danielle S. Christianson, Charuleka Varadharajan, Bradley Christoffersen, Matteo Detto, Faybishenko, Bruno O. Gimenez, Val C. Hendrix, Kolby J. Jardine, Robinson Negron-Juarez, Z. Pastorello, Thomas L. Powell, Megha Sandesh, Jeffrey M. Warren, Brett T. Wolfe, Jeffrey Q. Chambers, Lara M. Kueppers, Nathan G. McDowell, Deborah A. Agarwal, "A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations", Ecological Informatics, 2017, 42:148-158, doi: 10.1016/j.ecoinf.2017.06.002

GP Rodrigo, E Elmroth, P-O Östberg, L Ramakrishnan, "Enabling Workflow-Aware Scheduling on HPC Systems", Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing - HPDC 17, ACM Press, 2017, doi: 10.1145/3078597.3078604

DA Agarwal, C Varadharajan, S Cholia, C Snavely, VC Hendrix, D Gunter, WJ Riley, M jones, AE budden, D Vieglas, Environmental System Science Data Infrastructure for a Virtual Ecosystem (ESS-DIVE)-A New US DOE Data Archive, 2017,

E. Wes Bethel, In Situ Processing Overview and Relevance to the HPC Community, SIAM Conference on Computational Science and Engineering, MS74: In Situ Methods and Infrastructures: Faster Insight Through Smarter Computing, 2017,

B Lessley, T Perciano, M Mathai, H Childs, EW Bethel, "Maximal clique enumeration with data-parallel primitives", 2017 IEEE 7th Symposium on Large Data Analysis and Visualization, LDAV 2017, 2017, 2017-Dec:16--25, doi: 10.1109/LDAV.2017.8231847

Benedikt J Daurer, Hari Krishnan, Talita Perciano, Filipe RNC Maia, David A Shapiro, James A Sethian, Stefano Marchesini, "Nanosurveyor: a framework for real-time data processing", Advanced structural and chemical imaging, 2017, 3:7,

L Ramakrishnan, D Gunter, "Ten principles for creating usable software for science", Proceedings - 13th IEEE International Conference on eScience, eScience 2017, 2017, 210--218, doi: 10.1109/eScience.2017.34

T Perciano, D Ushizima, H Krishnan, D Parkinson, N Larson, DM Pelt, W Bethel, F Zok, J Sethian, "Insight into 3D micro-CT data: Exploring segmentation algorithms through performance metrics", Journal of Synchrotron Radiation, 2017, 24:1065--1077, doi: 10.1107/S1600577517010955

Gilberto Z. Pastorello, Dan K. Gunter, Housen Chu, Danielle S. Christianson, Carlo Trotta, Eleonora Canfora, Boris Faybishenko, You-Wei Cheah, Norm Beekwilder, Stephen W. Chan, Sigrid Dengel, Trevor Keenan, Fianna O Brien, Abderahman Elbashandy, Cristina M. Poindexter, Marty Humphrey, Dario Papale, Deb A. Agarwal, "Hunting Data Rogues at Scale: Data Quality Control for Observational Data in Research Infrastructures", Proceedings of the 13th IEEE International Conference on e-Science (e-Science 2017), Auckland, New Zealand, 2017, doi: 10.1109/eScience.2017.64

U Ayachit, A Bauer, EPN Duque, G Eisenhauer, N Ferrier, J Gu, KE Jansen, B Loring, Z Lukic, S Menon, D Morozov, P O Leary, R Ranjan, M Rasquin, CP Stone, V Vishwanath, GH Weber, B Whitlock, M Wolf, KJ Wu, EW Bethel, "Performance Analysis, Design Considerations, and Applications of Extreme-Scale in Situ Infrastructures", International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2017, 921--932, LBNL 1007264, doi: 10.1109/SC.2016.78

Herbert Edelsbrunner, Dmitriy Morozov, "Persistent Homology", Handbook of Discrete and Computational Geometry, 3rd ed., (CRC Press: 2017)

D Guyon, AC Orgerie, C Morin, D Agarwal, "How Much Energy Can Green HPC Cloud Users Save?", Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017, 2017, 416--420, doi: 10.1109/PDP.2017.62

S Peisert, R Gentz, J Boverhof, C McParland, S Engle, A Elbashandy, D Gunter, "LBNL Open Power Data", January 2017, doi: 10.21990/C21599

U Ayachit, B Whitlock, M Wolf, B Loring, B Geveci, D Lonie, EW Bethel, "The SENSEI generic in situ interface", Proceedings of ISAV 2016: 2nd Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2017, 40--44, doi: 10.1109/ISAV.2016.13

YW Cheah, J Boverhof, A Elbashandy, D Agarwal, J Leek, T Epperly, J Eslick, D Miller, "Data management and simulation support accelerating carbon capture through computing", Proceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016, 2017, 389--398, doi: 10.1109/eScience.2016.7870924

2016

Bin Dong, Suren Byna, Kesheng Wu, Prabhat, Hans Johansen, Jeffrey N. Johnson, and Noel Keen, "Data Elevator: Low-contention Data Movement in Hierarchical Storage System", The 23rd annual IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC) (Acceptance rate: 25%), December 19, 2016,

M. Wehner, D. Stone, H. Krishnan, K. AchutaRao, F. Castillo, "The deadly combination of heat and humidity in India and Pakistan in summer 201", Bulletin of the American Meteorological Society, 2016, 97:S81-S86, doi: 10.1175/BAMS-D-16-0145.2

Sean Peisert, Overcoming Security and Privacy Challenges in Computing and Networking in Medical Research Environments, Department of Public Health Sciences, University of California, Davis School of Medicine,, December 14, 2016,

Wenzhao Zhang, Houjun Tang, Stephen Ranshous, Surendra Byna, Daniel F Martín, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F Samatova, "Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications", 2016 IEEE International Conference on Big Data (Big Data) (Acceptance rate: 19.39% as short papers.), December 5, 2016,

Wenzhao Zhang, Houjun Tang, Xiaocheng Zou, Steven Harenberg, Qing Liu, Scott Klasky, Nagiza F Samatova, "Exploring Memory Hierarchy to Improve Scientific Data Read Performance", 2015 IEEE International Conference on Cluster Computing, 2016, 66--69,

Sam Fries, Sasha Ames, Alex Sim, Dean Williams, "HPSS Connections to ESGF: BASEJumper", 2016 Earth System Grid Federation (ESGF) Conference, 2016,

J. Wang, W. Yoo (Advisor), A. Sim (Advisor), K. Wu (Advisor), "Analysis of Variable Selection Methods on Scientific Cluster Measurement Data", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’16), ACM Student Research Competition (SRC), Second place winner, 2016, 2016,

M. Bae, W. Yoo (Advisor), A. Sim (Advisor), K. Wu (Advisor), "Discovering Energy Resource Usage Patterns on Scientific Clusters", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’16), ACM Student Research Competition (SRC), Third place winner, 2016, 2016,

M. Bryson, S. Byna (Advisor), A. Sim (Advisor), K. Wu (Advisor), "The Search for Missing Parallel IO Performance on the Cori Supercomputer", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’16), ACM Student Research Competition (SRC), 2016,

Andrew C. Bauer, Kenneth E. Jansen, E. Wes Bethel, Utkarsh Ayachit, Michel Rasquin, Benjamin Matthews, Steve Jordan, "In Situ Analysis and Visualization at Scale with PHASTA and ParaView Catalyst on Mira and Theta", SC16 Scientific Visualization Showcase, 2016,

O. Rübel, M.Dougherty, Prabhat, P. Denes, D. Conant, E. F. Chang, and K. Bouchard, "Methods for Specifying Scienti c Data Standards and Modeling Relationships with Applications to Neuroscience," Frontiers in Neuroinformatics", Frontiers in Neuroinformatics, November 4, 2016, 10, doi: 10.3389/fninf.2016.00048

K. E. Bouchard, J, B. Aimone, M. Chun, T. Dean, M. Denker, M. Diesmann, D. D. Donofrio, L. M. Frank, N. Kasthuri, C. Koch, O. Rübel, H. D. Simon, F. T. Sommer, Prabhat, "High-Performance Computing in Neuroscience for Data-Driven Discovery, Integration, and Dissemination", Neuron, November 2, 2016, 92(3):628-631, doi: http://dx.doi.org/10.1016/j.neuron. 2016.10.035

E. Wes Bethel, Martin Greenwald, Kerstin Kleese van Dam, Manish Parashar, Stefan M. Wild, H. Steven Wiley, "Management, Analysis, and Visualization of Experimental and Observational Data -- The Convergence of Data and Computing", Proceedings of the 2016 IEEE 12th International Conference on eScience, Baltimore, MD, USA, 2016,

Hoa Nguyen, D\ aith\ i Stone, E. Wes Bethel, "Statistical Projections for Multi-dimensional Visual Data Exploration", 6th IEEE Symposium on Large Data Analysis and Visualization, 2016,

moderator E. Wes Bethel (organizer, Hank Childs, Ken Moreland, Dave Pugmire, Matt Larsen, Matthieu Dorier, In Situ Efforts and Challenges in Large Data Analysis and Visualization, IEEE Symposium on Large Data Analysis and Visualization (LDAV), 2016,

Sean Peisert (moderator), Jill Gemmill, Michael Sinatra, Von Welch, National Cybersecurity Panel, NSF Campus Cyberinfrastructure/ESCC/The Quilt Colocated Meeting, October 20, 2016,

Lee Beausoleil, David Lombard, Angelos Keromytis, Sean Peisert, Panel: HPC Monitoring, NSCI: High-Performance Computing Security Workshop, September 30, 2016,

Sean Peisert, Security Expert on Why HPC Matters - Cybersecurity for HPC Systems: Challenges and Opportunities, NSCI: High-Performance Computing Security Workshop, September 29, 2016,

W. Yoo, M. Koo, Y. Cao, A. Sim, P. Nugent, K. Wu, "Performance Analysis Tool for HPC and Big Data Applications on Scientific Clusters", Conquering Big Data with High Performance Computing, edited by R. Arora, (Springer International: 2016) Pages: 139-161 doi: 10.1007/978-3-319-33742-5

Lingfei Wu, Kesheng Wu, Alex Sim, Michael Churchill, Jong Choi, Andreas Stathopoulos, Choong-Seock Chang, Scott Klasky, "Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma", IEEE Transactions on Big Data (TBD), 2016, 2:3:262-275, doi: 10.1109/TBDATA.2016.2599929

Mahdi Jamei, Emma Stewart, Sean Peisert, Anna Scaglione, Chuck McParland, Ciaran Roberts, Alex McEachern, "Micro Synchrophasor-Based Intrusion Detection in Automated Distribution Systems: Towards Critical Infrastructure Security", IEEE Internet Computing, September 2016, 20(5):18-27, doi: 10.1109/MIC.2016.102

Brian Friesen, Ann Almgren, Zarija Lukić, Gunther Weber, Dmitriy Morozov, Vincent Beckner, Marcus Day, "In situ and in-transit analysis of cosmological simulations", Computational Astrophysics and Cosmology, 2016, 3 (4):1-18,

Houjun Tang, Suren Byna, Steve Harenberg, Wenzhao Zhang, Xiaocheng Zou, Daniel F Martin, Bin Dong, Dharshi Devendran, Kesheng Wu, David Trebotich, others, "In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses", 2016 45th International Conference on Parallel Processing (ICPP) (Acceptance rate: 21.1%), August 16, 2016, 406--415,

W. Yoo, B. Foster, A. Sim, K. Wu, "Machine Learning Based Job Status Prediction in Scientific Clusters", IEEE SAI Computing Conference, 2016, 44-53, doi: 10.1109/SAI.2016.7555961

Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng, "Novel Data Reduction Based on Statistical Similarity", International Conference on Scientific and Statistical Database Management (SSDBM'16), New York, NY, USA, ACM, 2016, 21:1--21:1, doi: 10.1145/2949689.2949708

Bin Dong, Suren Byna, and Kesheng Wu,, "SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting", The ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2016, July 1, 2016,

Jonathan Ganz, Matt Bishop, and Sean Peisert, "Security Analysis of Scantegrity, an Electronic Voting System", University of California, Davis, Department of Computer Science Technical Report, June 2016,

Alberto Gonzalez, Jason Leigh, Sean Peisert, Brian Tierney, Andrew Lee, Jennifer M. Schopf, "NetSage: Open Privacy-Aware Network Measurement, Analysis, And Visualization Service", Proceedings of TNC16 Networking Conference, Prague, Czech Republic, June 2016,

D. Pugmire, J. Kress, H. Childs, M. Wolf, G. Eisenhauer, J. Low, R. M. Churchill, T. Kurc, K. Wu, A. Sim, J. Gu, J. Choi, S. Klasky, "Visualization and Analysis for Near-Real-Time Decision Making in Distributed Workflows", High Performance Data Analysis and Visualization Workshop (HPDAV2016) in conjunction with the 30th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2016), 2016, doi: 10.1109/IPDPSW.2016.175

Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter Sadowski, Evan Racah, Suren Byna, Craig Tull, Wahid Bhimji, Prabhat, and Pradeep Dubey,, "PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures", 30th IEEE International Parallel & Distributed Processing Symposium (IPDPS) 2016, Chicago, May 23, 2016,

Tzuhsien Wu, Shyng Hao, Jerry Chou, Bin Dong and Kesheng Wu, "Indexing Blocks to Reduce Space and Time Requirements for Searching Large Data Files", 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2016, May 16, 2016,

Wahid Bhimji, Debbie Bard, Melissa Romanus, David Paul, Andrey Ovsyannikov, Brian Friesen, Matt Bryson, Joaquin Correa, Glenn K. Lockwood, Vakho Tsulaia, Suren Byna, Steve Farrell, Doga Gursoy, Chris Daley, Vince Beckner, Brian Van Straalen, Nicholas Wright, Katie Antypas, Prabhat,, "Accelerating Science with the NERSC Burst Buffer Early User Program", Cray User Group (CUG) 2016, May 10, 2016,

Cong Xu, Suren Byna, Vishwanath Venkatesan, Robert Sisneros, Omkar Kulkarni, Mohamad Chaarawi, and Kalyana Chadalavada, "LIOProf: Exposing Lustre File System Behavior for I/O Middleware", Cray User Group (CUG) 2016, May 10, 2016,

Dharshi Devendran, Suren Byna, Bin Dong, Brian van Straalen, Hans Johansen, Noel Keen, and Nagiza Samatova,, "Collective I/O Optimizations for Adaptive Mesh Refinement Data Writes on Lustre File System", Cray User Group (CUG) 2016, May 10, 2016,

Sean Peisert, William K. Barnett, Eli Dart, James Cuff, Robert L. Grossman, Edward Balas, Ari Berman, Anurag Shankar, Brian Tierney, "The Medical Science DMZ", Journal of the American Medical Informatics Association (JAMIA), May 2, 2016, 23(6):1199-1201, doi: 10.1093/jamia/ocw032

Sean Peisert, CENIC 2016 Conference Panel: Security in R&E Networks and Campus Environments, 2016 CENIC Annual Conference, March 22, 2016,

Sean Peisert, Computer Security & the Electric Power Grid, 15th Annual ON*VECTOR Photonics Workshop, March 1, 2016,

Harinarayan Krishnan, Burlen Loring, Suren Byna, Michael F. Wehner, Travis A. O'Brien, Prabhat, Chris Paciorek, and Daithi Stone, "Enabling End-to-End Climate Science Workflows in High Performance Computing Environments", The AMS (American Meteorological Society) 96th Annual Meeting, January 6, 2016,

Burlen Loring, Suren Byna, Prabhat, Junmin Gu, Hari Krishnan, Michael Wehner, and Oliver Ruebel, "TECA an Extreme Event Detection and Climate Analysis Package for High Performance Computing", The AMS (American Meteorological Society) 96th Annual Meeting, January 6, 2016,

DC Miller, D Agarwal, D Bhattacharyya, J Boverhof, YW Cheah, Y Chen, J Eslick, J Leek, J Ma, P Mahapatra, B Ng, NV Sahinidis, C Tong, SE Zitney, "Innovative computational tools and models for the design, optimization and control of carbon capture processes", Computer Aided Chemical Engineering, 2016, 38:2391--2396, doi: 10.1016/B978-0-444-63428-3.50403-3

D Morozov, Z Lukić, "Master of puppets: Cooperative multitasking for in situ processing", HPDC 2016 - Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016, 285--288, doi: 10.1145/2907294.2907301

Weijie Zhao, Florin Rusu, Bin Dong, Kesheng, "Similarity Join over Array Data", SIGMOD 16, New York, NY, USA, ACM, January 1, 2016, 2007--2022, doi: 10.1145/2882903.2915247

Dmitriy Morozov, Tom Peterka, "Efficient Delaunay tessellation through K-D tree decomposition", SC 16, Piscataway, NJ, USA, IEEE Press, 2016, 62,

T Perciano, F Tupin, R Hirata, RM Cesar, "A two-level Markov random field for road network extraction and its application with optical, SAR, and multitemporal data", International Journal of Remote Sensing, 2016, 37:3584--3610, doi: 10.1080/01431161.2016.1201227

Craig A. Emmerton, Vincent L. St. Louis, Elyn R. Humphreys, John A. Gamon, Joel D. Barker, Gilberto Z. Pastorello, "Net ecosystem exchange of CO2 with rapidly changing high Arctic landscapes", Global Change Biology, 2016, 22:1185-1200, doi: 10.1111/gcb.13064

Ran Wang, John A. Gamon, Craig A. Emmerton, Li Haitao, Enrica Nestola, Gilberto Z. Pastorello, Olaf Menzer, "Integrated Analysis of Productivity and Biodiversity in a Southern Alberta Prairie", Remote Sensing, 2016, 8:2014, doi: 10.3390/rs8030214

CS Daley, D Ghoshal, GK Lockwood, S Dosanjh, L Ramakrishnan, NJ Wright, "Performance characterization of scientific workflows for the optimal use of Burst Buffers", CEUR Workshop Proceedings, 2016, 1800:69--73,

B Mohammed, M Kiran, I-U Awan, KM Maiyama, "An Integrated Virtualized Strategy for Fault Tolerance in Cloud Computing Environment", 2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE \& COMPUTING, ADVANCED \& TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, 542--549, doi: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.158

Patrick Huck, Dan Gunter, Shreyas Cholia, Donald Winston, AT N Diaye, Kristin Persson, "User applications driven by the community contribution framework MPContribs in the Materials Project", Concurrency and Computation: Practice and Experience, 2016, 28:1982--1993,

V Hendrix, J Fox, D Ghoshal, L Ramakrishnan, "Tigres Workflow Library: Supporting Scientific Pipelines on HPC Systems", Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016, 2016, 146--155, doi: 10.1109/CCGrid.2016.54

Andrey Ovsyannikov, Melissa Romanus, Brian Van Straalen, Gunther H. Weber, David Trebotich, "Scientific Workflows at DataWarp-Speed: Accelerated Data-Intensive Science using NERSC s Burst Buffer", Proceedings of the 1st Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, IEEE Press, 2016, 1--6, doi: 10.1109/PDSW-DISCS.2016.005

R. Gentz, A. Scaglione, L. Ferrari, Y. W. P. Hong, "PulseSS: A Pulse-Coupled Synchronization and Scheduling Protocol for Clustered Wireless Sensor Networks", IEEE Internet of Things Journal, 2016, 3:1222-1234, doi: 10.1109/JIOT.2016.2576923

B Mohammed, M Kiran, IU Awan, KM Maiyama, "Optimising fault tolerance in real-time cloud computing IaaS environment", Proceedings - 2016 IEEE 4th International Conference on Future Internet of Things and Cloud, FiCloud 2016, 2016, 363--370, doi: 10.1109/FiCloud.2016.58

M Verma, JB Fisher, K Mallick, Y Ryu, H Kobayashi, A Guillaume, G Moore, L Ramakrishnan, V Hendrix, S Wolf, M Sikka, G Kiely, G Wohlfahrt, B Gielen, O Roupsard, P Toscano, A Arain, A Cescatti, "Global surface net-radiation at 5 km from MODIS Terra", Remote Sensing, 2016, 8, doi: 10.3390/rs8090739

Houjun Tang, Suren Byna, Steve Harenberg, Xiaocheng Zou, Wenzhao Zhang, Kesheng Wu, Bin Dong, Oliver Rubel, Kristofer Bouchard, Scott Klasky, others, "Usage Pattern-Driven Dynamic Data Layout Reorganization", Cluster, Cloud and Grid Computing (CCGrid), 2016 16th IEEE/ACM International Symposium on, January 1, 2016, 356--365,

O Rübel, B Loring, JL Vay, DP Grote, R Lehe, S Bulanov, H Vincenti, EW Bethel, "WarpIV: In Situ Visualization and Analysis of Ion Accelerator Simulations", IEEE Computer Graphics and Applications, 2016, 36:22--35, doi: 10.1109/MCG.2016.62

Hamish A. Carr, Gunther H. Weber, Christopher M. Sewell, James P. Ahrens, "Parallel Peak Pruning for Scalable SMP Contour Tree Computation", Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization (LDAV), 2016, 75--84, doi: 10.1109/LDAV.2016.7874312

R. Gentz, S. X. Wu, H. T. Wai, A. Scaglione, A. Leshem, "Data Injection Attacks in Randomized Gossiping", IEEE Transactions on Signal and Information Processing over Networks, 2016, 2:523-538, doi: 10.1109/TSIPN.2016.2614898

M Kiran, A Simons, "Testing Software Services in Cloud Ecosystems", International Journal of Cloud Applications and Computing, 2016, 6:42--58, doi: 10.4018/ijcac.2016010103

DA Agarwal, B Faybishenko, VL Freedman, H Krishnan, G Kushner, C Lansing, E Porter, A Romosan, A Shoshani, H Wainwright, A Weidmer, K Wu, "A science data gateway for environmental management", Concurrency Computation, 2016, 28:1994--2004, doi: 10.1002/cpe.3697

Wenzhao Zhang, Houjun Tang, Steve Harenberg, Surendra Byna, Xiaocheng Zou, Dharshi Devendran, Daniel F Martin, Kesheng Wu, Bin Dong, Scott Klasky, others, "AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications", Cluster, Cloud and Grid Computing (CCGrid), 2016 16th IEEE/ACM International Symposium on, January 1, 2016, 116--125,

Sugeerth Murugesan, Kristofer Bouchard, Edward Chang, Dougherty, Bernd Hamann, Gunther H. Weber, "Hierarchical Spatio-temporal Visual Analysis of Cluster Evolution in Data", Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, New York, NY, USA, ACM, 2016, 630--639, doi: 10.1145/2975167.2985688

Danielle S Christianson, Cari G Kaufman, "Effects of sample design and landscape features on a measure of environmental heterogeneity", Methods in Ecology and Evolution, 2016, 7:770--782,

Xiaocheng Zou, David Boyuka, Dhara Desai, Martin, Suren Byna, Kesheng Wu, Kushal, Bin Dong, Wenzhao Zhang, Houjun Tang Dharshi Devendran, David Trebotich, Scott, Hans Johansen, Nagiza Samatova, "AMR-aware In Situ Indexing and Scalable Querying", The 24th High Performance Computing Symposium (HPC, January 1, 2016,

SV Venkatakrishnan, KA Mohan, K Beattie, J Correa, E Dart, JR Deslippe, A Hexemer, H Krishnan, AA MacDowell, S Marchesini, SJ Patton, T Perciano, JA Sethian, R Stromsness, BL Tierney, CE Tull, D Ushizima, DY Parkinson, "Making advanced scientific algorithms and big scientific data management more accessible", IS and T International Symposium on Electronic Imaging Science and Technology, 2016, doi: 10.2352/ISSN.2470-1173.2016.19.COIMG-155

M Alegro, E Amaro, B Loring, H Heinsen, E Alho, L Zollei, D Ushizima, LT Grinberg, "Multimodal Whole Brain Registration: MRI and High Resolution Histology", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016, 634--642, doi: 10.1109/CVPRW.2016.85

Gunnar Carlsson, Vin de Silva, Sara Verovsek, Dmitriy Morozov, Parametrized Homology via Zigzag Persistence, 2016,

A Greiner, E Racah, R Canon, J Liu, Y Liu, D Bard, L Gerhardt, R Thomas, S Cholia, J Porter, W Bhimji, Q Koziol, Prabhat, "Data-Intensive Supercomputing for Science", 2016,

NC Chen, SS Poon, L Ramakrishnan, CR Aragon, "Considering time in designing Large-Scale systems for scientific computing", Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, 2016, 27:1535--1547, doi: 10.1145/2818048.2819988

DY Parkinson, K Beattie, X Chen, J Correa, E Dart, BJ Daurer, JR Deslippe, A Hexemer, H Krishnan, AA Macdowell, FRNC Maia, S Marchesini, HA Padmore, SJ Patton, T Perciano, JA Sethian, D Shapiro, R Stromsness, N Tamura, BL Tierney, CE Tull, D Ushizima, "Real-time data-intensive computing", AIP Conference Proceedings, 2016, 1741, doi: 10.1063/1.4952921

GP Rodrigo, P-O Ostberg, E Elmroth, K Antypas, R Gerber, L Ramakrishnan, IEEE, "Towards Understanding Job Heterogeneity in HPC: A NERSC Case Study", 2016 16TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), 2016, 521--526, doi: 10.1109/CCGrid.2016.32

T Perciano, DM Ushizima, EW Bethel, YD Mizrahi, D Parkinson, JA Sethian, "Reduced-complexity image segmentation under parallel Markov Random Field formulation using graph partitioning", Proceedings - International Conference on Image Processing, ICIP, 2016, 2016-Aug:1259--1263, doi: 10.1109/ICIP.2016.7532560

S Marchesini, H Krishnan, BJ Daurer, DA Shapiro, T Perciano, JA Sethian, FRNC Maia, "SHARP: A distributed GPU-based ptychographic solver", Journal of Applied Crystallography, 2016, 49:1245--1252, doi: 10.1107/S1600576716008074

E Dede, B Sendir, P Kuzlu, J Weachock, M Govindaraju, L Ramakrishnan, "Processing Cassandra Datasets with Hadoop-Streaming Based Approaches", IEEE Transactions on Services Computing, 2016, 9:46--58, doi: 10.1109/tsc.2015.2444838

DM Ushizima, HA Bale, EW Bethel, P Ercius, BA Helms, H Krishnan, LT Grinberg, M Haranczyk, AA Macdowell, K Odziomek, DY Parkinson, T Perciano, RO Ritchie, C Yang, "IDEAL: Images Across Domains, Experiments, Algorithms and Learning", JOM, 2016, 68:2963--2972, doi: 10.1007/s11837-016-2098-4

M Wehner, D Stone, H Krishnan, K Achutarao, F Castillo, 16. The deadly combination of heat and humidity in India and Pakistan in summer 2015, Bulletin of the American Meteorological Society, Pages: S81--S86 2016, doi: 10.1175/BAMS-D-16-0145.1

P Koanantakool, A Azad, A Buluc, D Morozov, SY Oh, L Oliker, K Yelick, "Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication", Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016, January 2016, 842--853, doi: 10.1109/IPDPS.2016.117

TA O Brien, WD Collins, K Kashinath, O Rübel, S Byna, J Gu, H Krishnan, PA Ullrich, Resolution dependence of precipitation statistical fidelity in hindcast simulations, Journal of Advances in Modeling Earth Systems, Pages: 976--990 2016, doi: 10.1002/2016MS000671

Dmitriy Morozov, Tom Peterka, "Block-parallel data analysis with DIY2", Large Data Analysis and Visualization (LDAV), 2016 IEE Symposium on, 2016, 29--36,

2015

T. Kim, D. Lee, J. Choi, A. Spurlock, A. Sim, A. Todd, K. Wu, "Extracting Baseline Electricity Usage Using Gradient Tree Boosting", International Conference on Big Data Intelligence and Computing (DataCom 2015), Best Paper Award, 2015,

Stone, D., H. Shiogama, P. Wolski, O. Angélil, S. Cholias, N. Christidis, A. Dittus, C. Folland, A. King, J. Kinter, H. Krishnan, S.-K. Min, M. Wehner, "The C20C+ Detection and Attribution Project", Fall Meeting of the American Geophysical Union, 2015,

W. Yoo, M. Koo, Y. Cao, A. Sim, P. Nugent, K. Wu, "PATHA: Performance Analysis Tool for HPC Applications", the 34th IEEE International Performance Computing and Communications Conference (IPCCC 2015), 2015,

Hari Krishnan, Suren Byna, Michael Wehner, Junmin Gu, Travis O'Brien, Burlen Loring, Daithi Stone, William Collins, Prabhat, Yunjie Liu, Jeffrey Johnson, and Christopher Paciorek, "Enabling Efficient Climate Science Workflows in High Performance Computing Environments", AGU Fall Meeting, 2015, December 13, 2015,

S. Fries, A. Sim, "HPSS connections to ESGF", Earth System Grid Federation Conference, (ESGF 2015), 2015,

Soyoung Jeon, Prabhat, Suren Byna, Junmin Gu, William Collins, and Michael Wehner,, "Characterization of extreme precipitation within atmospheric river events over California", Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO), November 21, 2015, 1:45-57, doi: 10.5194/ascmo-1-45-2015

Md. Mostofa Ali Patwary, Suren Byna, Nadathur Rajagopalan Satish, Narayanan Sundaram, Zarija Lukic, Vadim Roytershteyn, Michael J. Anderson, Yushu Yao, Mr Prabhat, and Pradeep Dubey, "BD-CATS: Big Data Clustering at Trillion Particle Scale", Supercomputing 2015 (SC15), Supercomputing 2015 (SC15), November 17, 2015,

M. Koo, W. Yoo (advisor), A. Sim (advisor), "I/O Performance Analysis Framework on Measurement Data from Scientific Clusters", International Conference for High Performance Computing, Networking, Storage and Analysis (SC’15), ACM Student Research Competition (SRC), 2015, 2015,

Babak Behzad, Suren Byna, Prabhat and Marc Snir, "Pattern-driven Parallel I/O Tuning", 10th Parallel Data Storage Workshop (PDSW) 2015, held in conjunction with SC15, 10th Parallel Data Storage Workshop (PDSW) 2015, to be held in conjunction with SC15, November 16, 2015,

Shane Snyder, Philip Carns, Robert Latham, Misbah Mubarak, Chris Carothers, Babak Behzad, Huong Vu Thanh Luu, Suren Byna, and Prabhat, "Techniques for Modeling Large-scale HPC I/O Workloads", the 6th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS15), in conjunction with SC15, the 6th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performa, November 15, 2015,

Bin Dong, Suren Byna, and Kesheng Wu, "Heavy-tailed Distribution of Parallel I/O System Response Time", 10th Parallel Data Storage Workshop (PDSW) 2015, to be held in conjunction with SC15, 2015,

Jinoh Kim, Bin Dong, Suren Byna, and Kesheng Wu, "Security for the Scientific Data Service Framework", 2nd International Workshop on Privacy and Security of Big Data (PSBD 2015), in conjunction with IEEE BigData 2015, 2015,

J. Kim, A. Sim, "Peeking Network States with Clustered Patterns", 2015, LBNL 1003744,

Bin Dong, Suren Byna, and Kesheng Wu, "Spatially Clustered Join on Heterogeneous Scientific Data Sets", 2015 IEEE International Conference on Big Data (IEEE BigData 2015), IEEE, 2015,

Jason Adams, Monica Lieng, Brooks Kuhn, Edward Guo, Edik Simonian, Sean Peisert, JP Delplanque, Nick Anderson, "Automated Mechanical Ventilator Waveform Analysis of Patient-Ventilator Asynchrony", CHEST Journal, Pages: 175A October 2015, doi: 10.1378/chest.2281731

PURPOSE: Mechanical ventilation is a life-saving intervention but is associated with adverse effects including ventilator-induced lung injury (VILI). Patient-ventilator asynchrony (PVA) is thought to contribute to VILI, but the study of PVA has been hampered by limited access to the high frequency, large volume data streams produced by modern ventilators and a lack of robust analytics. To address these limitations, we developed an automated pipeline for breath-by-breath analysis of ventilator waveform data.

METHODS: Simulated pressure and flow time series data representing normal breaths and common forms of PVA were generated on PB840 ventilators, collected unobtrusively using small, customized wireless peripheral devices, and transmitted to a networked server for storage and analysis. Two critical care physicians reviewed all waveforms to generate gold standards. Rule-based algorithms were developed to quantify inspiratory and expiratory tidal volumes (TV) and identify PVA subtypes including double trigger and delayed termination asynchrony. Data were split randomly into derivation and validation sets. Algorithm performance was compared to ventilator reported values and clinician annotation.

RESULTS: The mean difference between algorithm-determined and ventilator-reported TVs was 3.1% (99% CI ± 1.36%). Algorithm agreement with clinician annotation was excellent for double trigger PVA and moderate for delayed termination PVA, with Kappa statistics of 0.85 and 0.58, respectively. In the validation data set (n = 492 breaths), double trigger asynchrony was detected with an overall accuracy of 94.1%, sensitivity of 100%, and specificity of 92.8%.

CONCLUSIONS: A pipeline combining wireless ventilator data acquisition and rule-based analytic algorithms informed by the principles of bedside ventilator waveform analysis allows for automated, quantitative breath-by-breath analysis of patient-ventilator interactions.

CLINICAL IMPLICATIONS: We have recently deployed this system in the medical intensive care unit of the UC Davis Medical Center, which will enable further development of mechanical ventilation analytics. We have begun to explore the use of supervised machine learning and dynamic time series modeling to improve the classification of other common types of PVA and of clinical phenotypes associated with respiratory failure. This system will help to better define the epidemiology and clinical impact of PVA and other forms of off-target mechanical ventilation, and may lead to improved decision support and patient outcomes.

Daniel Chung, Matt Bishop, and Sean Peisert, "Distributed Helios - Mitigating Denial of Service Attacks in Online Voting", University of California, Davis, Department of Computer Science Technical Report, October 16, 2015,

Adrian Chavez, William M.S. Stout, and Sean Peisert, "Techniques for the Dynamic Randomization of Network Attributes", Proceedings of the 49th Annual International Carnahan Conference on Security Technology, Taipei, Taiwan, Republic of China, IEEE Press, September 2015, doi: 10.1109/CCST.2015.7389661

Sisi Duan, Jingtao Sun, Sean Peisert, "Towards a Self-Adaptive Middleware for Building Reliable Publish/Subscribe Systems", Proceedings of the 8th International Conference on Internet and Distributed Computing Systems (IDCS), Berkshire, United Kingdom, Springer, September 2015, 157-168, doi: 10.1007/978-3-319-23237-9_14

Prabhat, Suren Byna, Venkat Vishwanath, Eli Dart, Michael Wehner, and William Collins,, "TECA: Petscale Pattern Recognition for Climate Science", 16th International Conference on Computer Analysis of Images and Patterns (CAIP) 2015, 2015,

Babak Behzad, Suren Byna, Stefan Wild, Prabhat and Marc Snir, "Dynamic Model-driven Parallel I/O Performance Tuning", IEEE Cluster 2015, 2015,

Sean Peisert, et al., "ASCR Cybersecurity for Scientific Computing Integrity - Research Pathways and Ideas", U.S. Department of Energy Office of Science report, September 2015, LBNL 191105, doi: 10.2172/1236181

Xiaocheng (Chris) Zou, Suren Byna, Hans Johansen, Daniel Martin, Nagiza F. Samatova, Arie Shoshani, John Wu, "Six-fold Speedup of Ice Calving Detection Achieved by AMR-aware Parallel Connected Component Labeling", SciDAC PI Meeting, July 2015, 2015,

Sean Peisert, Security Research Using Cyber-Physical Systems, IT Security Symposium, June 16, 2015,

H. Luu, M. Winslett, W. Gropp, R. Ross, P. Carns, K. Harms, Prabhat, S. Byna, Y. Yao,, "A Multi-platform Study of I/O Behavior on Petascale Supercomputers", The 24th ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2015, 2015,

Xiaocheng Zou, Kesheng Wu, David A. Boyuka, Daniel F. Martin, Suren Byna, Houjun, Kushal Bansal, Terry J. Ligocki, Hans Johansen, and Nagiza F. Samatova, "Parallel In Situ Detection of Connected Components Adaptive Mesh Refinement Data", Proceedings of the Cluster, Cloud and Grid Computing (CCGrid) 2015, 2015,

K. Hu, J. Choi, A. Sim, J. Jiang, "Best Predictive Generalized Linear Mixed Model with Predictive Lasso for High-Speed Network Data Analysis", International Journal of Statistics and Probability, 2015,

Suren Byna, Robert Sisneros, Kalyana Chadalavada, Quincey Koziol, "Tuning Parallel I/O on Blue Waters for Writing 10 Trillion Particles", Cray User Group (CUG) meeting 2015, 2015,

Suren Byna, Brian Austin, "Evaluation of Parallel I/O Performance and Energy Consumption with Frequency Scaling on Cray XC30", Cray User Group (CUG) meeting 2015, 2015,

S. Shannigrahi, A. J. Barczyk, C. Papadopoulos, A. Sim, I. Monga, H. Newman, K. Wu, E. Yeh, "Named Data Networking in Climate Research and HEP Applications", 21st International Conference on Computing in High Energy and Nuclear Physics (CHEP2015), 2015,

Sean Peisert, Models of Secure and Private Information Sharing, University of California, San Diego School of Medicine, Division of Biomedical Informatics Seminar Series, April 10, 2015,

Elaheh Pourabbas, Arie Shoshani, "The Composite Data Model: A Unified Approach for Combining and Querying Multiple Data Models", IEEE Trans. Knowl. Data Eng, 2015, 27(5):1424-1437,

J. Yang, O. Rübel, M. Mahoney, Prabhat, B.P. Bowen, "\Identifying important ions and positions in mass spectrometry imaging data using CUR matrix decompositions", ACS Analytical Chemistry, March 2015, doi: 10.1021/ac5040264

Sean Peisert, et al., "ASCR Cybersecurity for Scientific Computing Integrity", U.S. Department of Energy Office of Science report, February 27, 2015, LBNL 6953E, doi: 10.2172/1223021

W. Yoo, A. Sim, "Network Bandwidth Utilization Forecast Model on High Bandwidth Networks", IEEE International Conference on Computing, Networking and Communications (ICNC’15), 2015,

Sang-Yun Oh, Bala Rajaratnam, Joong-Ho Won, "On the Solution Path of Regularized Covariance Estimators", (submitted), 2015,

E Feller, L Ramakrishnan, C Morin, "Performance and energy efficiency of big data applications in cloud environments: A Hadoop case study", Journal of Parallel and Distributed Computing, 2015, 79-80:80--89, doi: 10.1016/j.jpdc.2015.01.001

Yiyang Li, Sophie Meyer, Jongwoo Lim, Sang Chul Lee, William E Gent, Stefano Marchesini, Harinarayan Krishnan, Tolek Tyliszczak, David Shapiro, Arthur L David Kilcoyne, others, Effects of Particle Size, Electronic Connectivity, and Incoherent Nanoscale Domains on the Sequence of Lithiation in LiFePO4 Porous Electrodes, Advanced Materials, Pages: 6591--6597 2015,

GP Rodrigo Álvarez, P-O Östberg, E Elmroth, K Antypas, R Gerber, L Ramakrishnan, "HPC System Lifetime Story: Workload Characterization and Evolutionary Analyses on NERSC Systems", Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015, 57--60,

David H. Bailey, Stephanie Ger, Marcos Lopez de, Alexander Sim, Kesheng Wu, "Statistical Overfitting and Backtest Performance", Quantitative Finance, 2015,

http://ssrn.com/abstract=2507040

Yiyang Li, Sophie Meyer, Jongwoo Lim, Sang Chul Lee, William E Gent, Stefano Marchesini, Harinarayan Krishnan, Tolek Tyliszczak, David Shapiro, Arthur L David Kilcoyne, others, Electrode Lithiation: Effects of Particle Size, Electronic Connectivity, and Incoherent Nanoscale Domains on the Sequence of Lithiation in LiFePO4 Porous Electrodes (Adv. Mater. 42/2015), Advanced Materials, Pages: 6590--6590 2015,

H Sim, Y Kim, SS Vazhkudai, D Tiwari, A Anwar, AR Butt, L Ramakrishnan, ACM, "AnalyzeThis: An Analysis Workflow-Aware Storage System", PROCEEDINGS OF SC15: THE INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS, 2015, doi: 10.1145/2807591.2807622

AW Wills, DJ Michalak, P Ercius, ER Rosenberg, T Perciano, D Ushizima, R Runser, BA Helms, "Block Copolymer Packing Limits and Interfacial Reconfigurability in the Assembly of Periodic Mesoporous Organosilicas", Advanced Functional Materials, 2015, 25:4120--4128, doi: 10.1002/adfm.201501059

D Ushizima, T Perciano, D Parkinson, "Fast detection of material deformation through structural dissimilarity", Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015, 2015, 2775--2781, doi: 10.1109/BigData.2015.7364080

Georgia Koutsandria, Reinhard Gentz, Mahdi Jamei, Anna Scaglione, Sean Peisert, Chuck McParland, "A real-time testbed environment for cyber-physical security on the power grid", Proceedings of the First ACM Workshop on Cyber-Physical Systems-Security and/or PrivaCy, January 1, 2015, 67--78,

R Lewis, D Morozov, "Parallel computation of persistent homology using the blowup complex", Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2015, 2015-Jun:323--331, doi: 10.1145/2755573.2755587

P Huck, D Gunter, S Cholia, D Winston, A N Diaye, KA Persson, "User Applications Driven by the Community Contribution Framework MPContribs in the Materials Project.", CoRR, 2015, abs/1510,

SP Ong, S Cholia, A Jain, M Brafman, D Gunter, G Ceder, KA Persson, "The Materials Application Programming Interface (API): A simple, flexible and efficient API for materials data based on REpresentational State Transfer (REST) principles", Computational Materials Science, 2015, 97:209--215, doi: 10.1016/j.commatsci.2014.10.037

Reinhard Gentz, Anna Scaglione, Yao-Win Hong, Lorenzo Ferrari, "PulseSS: A Microcontroller Implementation of Pulse-Coupled Scheduling and Synchronization Protocol for Cluster-BasedWireless Sensor Networks", 2015,

J Donatelli, M Haranczyk, A Hexemer, H Krishnan, X Li, L Lin, F Maia, S Marchesini, D Parkinson, T Perciano, D Shapiro, D Ushizima, C Yang, JA Sethian, "CAMERA: The Center for Advanced Mathematics for Energy Research Applications", Synchrotron Radiation News, 2015, 28:4--9, doi: 10.1080/08940886.2015.1013413

R. Gentz, H. T. Wai, A. Scaglione, A. Leshem, "Detection of data injection attacks in decentralized learning", 2015 49th Asilomar Conference on Signals, Systems and Computers, 2015, 350-354, doi: 10.1109/ACSSC.2015.7421145

B Loring, H Karimabadi, V Rortershteyn, "A Screen Space GPGPU Surface LIC Algorithm for Distributed Memory Data Parallel Sort Last Rendering Infrastructures", NUMERICAL MODELING OF SPACE PLASMA FLOWS: ASTRONUM-2014, 2015, 498:231--239,

S Cholia, T Sun, "The NEWT platform: An extensible plugin framework for creating ReSTful HPC APIs", Proceedings of GCE 2014: 9th Gateway Computing Environments Workshop, held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2015, 17--20, doi: 10.1109/GCE.2014.14

David A Boyuka II, Houjun Tang, Kushal Bansal, Xiaocheng Zou, Scott Klasky, Nagiza F Samatova, "The hyperdyadic index and generalized indexing and query with PIQUE", Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015, 20,

R Madduri, A Rodriguez, T Uram, K Heitmann, T Malik, S Sehrish, R Chard, S Cholia, M Paterno, J Kowalkowski, S Habib, "PDACS: A Portal for Data Analysis Services for Cosmological Simulations", Computing in Science and Engineering, 2015, 17:18--26, doi: 10.1109/MCSE.2015.87

L. Wu, K. Wu, A. Sim, M. Churchill, J. Y. Choi, A. Stathopoulos, C.S. Chang, S. Klasky, "Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion Plasma Big Data", WM-CS-2015-01, Department of Computer Science, College of William and Mary, 2015,

NJ Wright, SS Dosanjh, AK Andrews, KB Antypas, B Draney, RS Canon, S Cholia, CS Daley, KM Fagnan, RA Gerber, L Gerhardt, L Pezzaglia, A Prabhat, KH Schafer, J Srinivasan, "Cori: A pre-exascale supercomputer for big data and HPC applications", Advances in Parallel Computing, 2015, 26:82--100, doi: 10.3233/978-1-61499-583-8-82

GP Rodrigo Álvarez, P-O Östberg, E Elmroth, L Ramakrishnan, A2L2, Proceedings of the 8th International Workshop on Virtualization Technologies in Distributed Computing - VTDC 15, 2015, doi: 10.1145/2755979.2755983

R Chard, S Sehrish, A Rodriguez, R Madduri, TD Uram, M Paterno, K Heitmann, S Cholia, J Kowalkowski, S Habib, "PDACS-A portal for data analysis services for cosmological simulations", Proceedings of GCE 2014: 9th Gateway Computing Environments Workshop, held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2015, 30--33, doi: 10.1109/GCE.2014.7

C Daley, L Ramakrishnan, S Dosanjh, N Wright, "Analyses of Scientific Workflows for Effective Use of Future Architectures", The 6th International Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC-15), 2015 at SC, 2015,

S. Shannigrahi, A. Barczuk, C. Papadopoulos, A. Sim, I. Monga, H. Newman, K. Wu, E., Named Data Networking in Climate Research and HEP, 21st International Conference on Computing in High and Nuclear Physics (CHEP2015), Okinawa Japan, 2015,

Y Li, S Meyer, J Lim, SC Lee, WE Gent, S Marchesini, H Krishnan, T Tyliszczak, D Shapiro, ALD Kilcoyne, WC Chueh, Effects of Particle Size, Electronic Connectivity, and Incoherent Nanoscale Domains on the Sequence of Lithiation in LiFePO<inf>4</inf> Porous Electrodes, Advanced Materials, Pages: 6591--6597 2015, doi: 10.1002/adma.201502276

2014

Sisi Duan, Hein Meling, Sean Peisert, Haibin Zhang,, "BChain: Byzantine Replication with High Throughput and Embedded Reconfiguration", Proceedings of the 18th International Conference on Principles of Distributed Systems (OPODIS), Cortina, Italy, Springer, December 2014, 91-106, doi: 10.1007/978-3-319-14472-6_7

Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam, "Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection", Neural Information Processing Systems, 2014,

Soyoung Jeon, Christopher Paciorek, Prabhat, Surendra Byna, William Collins, Michael Wehner, "Uncertainty Quantification for Characterizing Spatial Tail Dependence under Statistical Framework", AGU, Fall Meeting 2014, 2014,

W. Yoo, A. Sim, "Efficient Changing Pattern Detection on High Bandwidth Network Measurements", 7th International Conference on Grid and Distributed Computing, 2014,

J. Choi, A. Sim, Data reduction methods, systems, and devices, U.S. Patent Pending serial no. 14/555,365, 2014,

U.S. Patent pending serial no. 14/555,365, “DATA REDUCTION METHODS, SYSTEMS, AND DEVICES”, filed on 11/26/2014. Provisional application no. 61/909,518. “An Efficient Data Reduction Method with Locally Exchangeable Measures”, J. Choi and A. Sim, filed on 11/27/2013, LBNL IB2013-133.

Qian Sun, Fan Zhang, Tong Jin, Hoang Bui, Kesheng Wu, Arie Shoshani, Hemanth Kolla, Scott Klasky, Jacqueline Chen and Manish Parashar, "Scalable Run-time Data Indexing and Querying for Scientific Simulations", Proceedings of the Fifth International Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC’14), 2014,

Chuck McParland, Sean Peisert, Anna Scaglione, "Monitoring Security of Networked Control Systems: It's the Physics", IEEE Security and Privacy, November 2014, 12(6):32-39, doi: 10.1109/MSP.2014.122

L. Wu, K. Wu, A. Sim, A. Stathopoulos, "Real-Time Outlier Detection Algorithm for Finding Blob-Filaments in Plasma", Super Computing 2014, ACM SRC, 2014,

L. Wu, K. Wu, A. Sim, M. Churchill, J. Y. Choi, A. Stathopoulos, CS Chang, S. Klasky, "High-Performance Outlier Detection Algorithm for Finding Blob-Filaments in Plasma", 5th International Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC’14), 2014,

Sean Peisert, Jonathan Margulies, Closing the Gap on Securing Energy Sector Control Systems [Guest editors' introduction], IEEE Security and Privacy, Pages: 13-14 November 2014, doi: 10.1109/MSP.2014.110

Sean Peisert, Jonathan Margulies, Eric Byres, Paul Dorey, Dale Peterson, Zach Tudor, Control System Security from the Front Lines (Roundtable), IEEE Security and Privacy, Pages: 55-58 November 2014, doi: 10.1109/MSP.2014.112

A. L. Chervenak, A. Sim, J. Gu, R. Schuler, N. Hirpathak, "Adaptation and Policy-Based Resource Allocation for Efficient Bulk Data Transfers in High Performance Computing Environments", 4th International Workshop on Network-aware Data Management (NDM'14), 2014,

Sisi Duan, Karl Levitt, Hein Meling, Sean Peisert, Haibin Zhang, "Byzantine Fault Tolerance from Intrusion Detection", Proceedings of the 33rd IEEE International Symposium on Reliable Distributed Systems (SRDS), Nara, Japan, October 2014, 253-264, doi: 10.1109/SRDS.2014.28

Sean Peisert, Security for Computational Infrastructure for Financial Technology, DataLead 2014: Leading the Way in Big Data, Haas School of Business, UC Berkeley, September 30, 2014,

Kshitij Khare, Sang-Yun Oh, Bala Rajaratnam, "A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees", Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2014,

John Wu, Alex Sim, Lingfei Wu, Abraham Frankl, Scott Klasky, Jong Y Choi, CS Chang, Michael Churchill, "Exercising ICEE Framework with Fusion Blob Detection", DOE/ASCR NGNS PI meeting, 2014,

Sean Peisert, Jonathan Margulies, David M. Nicol, Himanshu Khurana, Chris Sawall,, Designed-in Security for Cyber-Physical Systems (Roundtable), IEEE Security and Privacy, Pages: 9-12 September 2014, doi: 10.1109/MSP.2014.90

Schizophrenia Working Group of the Psychiatric Genomics Consortium, "Biological insights from 108 schizophrenia-associated genetic loci", July 24, 2014, 511:421-427, doi: doi:10.1038/nature13595

Bin Dong, Xiuqiao Li, Limin Xiao, Li Ruan, "Towards minimizing disk I/O contention: A partitioned file assignment approach", Future Generation Computer Systems, Volume 37, July 2014, Pages 178-190, 2014,

Babak Behzad, Surendra Byna, Stefan M. Wild, Mr. Prabhat, Marc Snir, "Improving Parallel I/O Autotuning with Performance Modeling", ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC 2014), New York, NY, USA, ACM, 2014, 253--256, doi: 10.1145/2600212.2600708

Spyros Blanas, Kesheng Wu, Surendra Byna, Bin Dong, Arie Shoshani, "Parallel data analysis directly on scientific file formats", Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data (SIGMOD '14)., June 23, 2014, doi: 10.1145/2588555.2612185

Gunther H. Weber, Hans Johansen, Daniel T. Graves, Terry J. Ligocki, "Simulating Urban Environments for Energy Analysis", Proceedings Visualization in Environmental Sciences (EnvirVis), 2014, LBNL 6652E,

Tiancheng Chang, Sisi Duan, Hein Meling, Sean Peisert, Haibin Zhang, "P2S: A Fault-Tolerant Publish/Subscribe Infrastructure", Proceedings of the 8th ACM International Conference on Distributed Event Based Systems (DEBS), Mumbai, India, ACM Press, May 2014, 189-197, doi: 10.1145/2611286.2611305

Sean Peisert, Challenges in Insider Threat Research, Workshop on Research for Insider Threat (WRIT), IEEE Security and Privacy Workshops (SPW), May 18, 2014,

Matt Bishop, Heather Conboy, Huong Phan, Borislava I. Simidchieva, George Avrunin, Lori Clarke, Lee Osterweil, Sean Peisert,, "Insider Detection by Process Analysis", Proceedings of the 2014 Workshop on Research for Insider Threat (WRIT), IEEE Computer Society Security and Privacy Workshops, San Jose, CA, IEEE Computer Society, May 18, 2014, doi: 10.1109/SPW.2014.40

Dáithí Stone, Michael Wehner, Shreyas Cholia, Harinarayan Krishnan, Piotr Wolski, Mark Tadross, Chris Folland, Nikos Christidis, Hideo Shiogama, "The C20C+ Detection and Attribution Project", Integrated Climate Modeling Principal Investigator Meeting 2014, 2014,

Peter G. Neumann, Sean Peisert, Marvin Schaefer, "The IEEE Symposium on Security and Privacy, in Retrospect", IEEE Security and Privacy, May 2014, 12(3):15-17, doi: 10.1109/MSP.2014.59

US Patent 8,705,342 B2. “Co-scheduling of network resource provisioning and host-to-host bandwidth reservation on high-performance network and storage systems”, D. Yu, D. Katramatos, A. Sim, and A. Shoshani, Apr. 22, 2014, prior publication No. US 2012/0268053 A1 issued on Oct. 25, 2012, provisional application No. 61/393,750, filed on Oct. 15, 2010, LBNL IB-3152, BNL BSA 11-02.

Sisi Duan, Sean Peisert, and Karl Levitt, "hBFT: Speculative Byzantine Fault Tolerance With Minimum Cost", IEEE Transactions on Dependable and Secure Computing (TDSC), March 19, 2014, 12(1):58-70, doi: 10.1109/TDSC.2014.2312331

A. L. Chervenak, A. Sim, J. Gu, R. Schuler, N. Hirpathak, "Efficient Data Staging Using Performance-Based Adaptation and Policy-Based Resource Allocation", 22nd Euromicro International Conference on Parallel, Distributed and Network-based Processing, 2014,

Georgia Koutsandria, Vishak Muthukumar, Masood Parvania, Sean Peisert, Chuck McParland, Anna Scaglione, "A hybrid network IDS for protective digital relays in the power transmission grid", Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on, January 2014, 908--913,

DP Schissel, Gheni Abla, SM Flanagan, M Greenwald, X Lee, A Romosan, A Shoshani, J Stillerman, J Wright, "Automated metadata, provenance cataloging and navigable interfaces: Ensuring the usefulness of extreme-scale data", Fusion Engineering and Design, North-Holland, 2014,

Jung Heon Song, Marcos L\ opez de Prado, Horst Simon, Kesheng Wu, "Exploring Irregular Time Series Through Non-uniform Fourier Transform", WHPCF 14, Piscataway, NJ, USA, IEEE Press, 2014, 37--44, doi: 10.1109/WHPCF.2014.8

Xiaocheng Zou, Sriram Lakshminarasimhan, David A Boyuka II, Stephen Ranshous, Houjun Tang, Scott Klasky, Nagiza F Samatova, "Fast set intersection through run-time bitmap construction over pfordelta-compressed indexes", European Conference on Parallel Processing, 2014, 668--679,

Gilberto Z. Pastorello, Deb A. Agarwal, Taghrid Samak, Dario Papale, Trotta, Alessio Ribeca, Cristina M. Poindexter, Boris Faybishenko, Dan K. Gunter, Rachel Hollowgrass, Eleonora Canfora, "Observational data patterns for time series data quality assessment", Proceedings of the 10th IEEE International Conference on e-Science (e-Science 2014), Guaruja, Brazil, 2014, doi: 10.1109/eScience.2014.45

John C Wright, Martin Greenwald, Joshua Stillerman, Gheni Abla, Bobby Chanthavong, Sean Flanagan, David Schissel, Xia Lee, Alex Romosan, Arie Shoshani, The MPO API: A tool for recording scientific workflows, Fusion Engineering and Design, 2014,

F. Rusu, P. Nugent, K. Wu, "Implementing the Palomar Transient Factory Real-Time Pipeline in GLADE: Results and", Lecture Notes in Computer Science, ( 2014) Pages: 53--66

Angela Harris, John A. Gamon, Gilberto Z. Pastorello, Christopher Y. S. Wong, "Retrieval of the photochemical reflectance index for assessing xanthophyll cycle activity: a comparison of near-surface optical sensors", Biogeosciences, 2014, 11:6277-6292, doi: 10.5194/bg-11-6277-2014

DC Miller, M Syamlal, DS Mebane, C Storlie, D Bhattacharyya, NV Sahinidis, D Agarwal, C Tong, SE Zitney, A Sarkar, X Sun, S Sundaresan, E Ryan, D Engel, C Dale, "Carbon capture simulation initiative: A case study in multiscale modeling and new challenges", Annual Review of Chemical and Biomolecular Engineering, 2014, 5:301--323, doi: 10.1146/annurev-chembioeng-060713-040321

David H. Bailey, Stephanie Ger, Marcos L\ opez Prado, Alexander Sim, Kesheng Wu, "Statistical Overfitting and Backtest Performance", http://ssrn.com/abstract2507040, ( January 1, 2014)

ISBN 978-1-78548-008-9

Jung Heon Song, Kesheng Wu, Horst D Simon, "Parameter Analysis of the VPIN (Volume synchronized of Informed Trading) Metric", Quantitative Financial Risk Management: Theory and, 2014,

D Ushizima, T Perciano, H Krishnan, B Loring, H Bale, D Parkinson, J Sethian, "Structure recognition from high resolution images of ceramic composites", Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014, 2014, 683--691, doi: 10.1109/BigData.2014.7004292

Lavanya Ramakrishnan, Sarah S. Poon, Val C. Hendrix, Dan K. Gunter, Gilberto Z. Pastorello, Deb A. Agarwal, "Experiences with User-Centered Design for the Tigres Workflow API", Proceedings of the 10th IEEE International Conference on e-Science (e-Science 2014), Guaruja, Brazil, 2014, doi: 10.1109/eScience.2014.56

S Panitkin, FB Megino, JC Bejar, D Benjamin, AD Girolamo, I Gable, V Hendrix, J Hover, K Kucharczyk, RM Llamas, P Love, H Ohman, M Paterson, R Sobie, R Taylor, R Walker, A Zaytsev, "ATLAS cloud R\&amp;D", Journal of Physics: Conference Series, 2014, 513, doi: 10.1088/1742-6596/513/6/062037

JR Balderrama, M Simonin, L Ramakrishnan, V Hendrix, C Morin, D Agarwal, C Tedeschi, "Combining workflow templates with a shared space-based execution model", Proceedings of WORKS 2014: The 9th Workshop on Workflows in Support of Large-Scale Science - held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2014, 50--58, doi: 10.1109/WORKS.2014.14

H Öhman, S Panitkin, V Hendrix, "Using Puppet to contextualize computing resources for ATLAS analysis on Google compute engine", Journal of Physics: Conference Series, 2014, 513, doi: 10.1088/1742-6596/513/3/032073

L Ramakrishnan, D Ghoshal, V Hendrix, E Feller, P Mantha, C Morin, "Storage and Data Life Cycle Management in Cloud Environments with FRIEDA.", Cloud Computing for Data-Intensive Applications, (Springer: 2014) Pages: 357--378

Gunther H. Weber, Helwig Hauser, "Interactive Visual Exploration and Analysis", Mathematics and Visualization, (Springer-Verlag: 2014) Pages: 161--174, LBNL 6655E,

V Hendrix, L Ramakrishnan, Y Ryu, C Van Ingen, KR Jackson, D Agarwal, "CAMP: Community access MODIS pipeline", Future Generation Computer Systems, 2014, 36:418--429, doi: 10.1016/j.future.2013.09.023

M Scot Breitenfeld, Kalyana Chadalavada, Robert Sisneros, Surendra Byna, Quincey Koziol, Neil Fortner, Prabhat, Venkat Vishwanath, "Recent Progress in Tuning Performance of Large-scale I/O with Parallel HDF5", The 9th Parallel Data Storage Workshop (PDSW) held in conjunction with SC14, 2014,

T Peterka, D Morozov, C Phillips, "High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation", International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2014, 2015-Jan:997--1007, doi: 10.1109/SC.2014.86

Elif Dede, Zacharia Fadika, Madhusudhan Govindaraju, Lavanya Ramakrishnan, "Benchmarking MapReduce Implementations Under Different Application Scenarios", Future Generation Computer Systems, 2014,

Hsuan-Te Chiu, Jerry Chou, Venkat Vishwanath, Surendra Byna, Kesheng Wu, "Simplifying index file structure to improve I/O performance of parallel indexing", Parallel and Distributed Systems (ICPADS), 2014 20th IEEE International Conference on, 2014, 576-583, doi: 10.1109/PADSW.2014.7097856

Elif Dede, Zacharia Fadika, Madhusudhan Govindaraju, Lavanya Ramakrishnan, "MARIANE: Using MApReduce In HPC Environments", Future Generation Computer Systems, 2014,

Ted Habermann, Andrew Collette, Steve Vincena, Jay Jay Billings, Matt Gerring, Konrad Hinsen, Werner Benger, Filipe RNC Maia, Suren Byna, Pierre de Buyl, "The Hierarchical Data Format (HDF): A Foundation for Sustainable Data and Software", 2nd Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE2), in conjunction with Supercomputing 2014 (SC14), 2014,

Patrick Oesterling, Christian Heine, Gunther H. Weber, Gerik Scheuermann, "A Topology-Based Approach to Visualize the Thematic Composition of Document Collections", Theory and Applications of Natural Language Processing, (Springer International Publishing: 2014) Pages: 63-85 doi: 10.1007/978-3-319-12655-5_4

Elif Dede, Bedri Sendir, Pinar Kuzlu, Madhusudhan Govindaraju, Lavanya Ramakrishnan, "A Processing Pipeline for Cassandra Datasets Based on Hadoop Streaming", IEEE International Congress on Big Data, 2014,

Surendra Byna Jialin Liu, Yong Chen, "Model-driven Data Layout Selection for Improving Read Performance", In The Proceedings of The 2014 International Workshop on High Performance Data Intensive Computing (HPDIC2014), in conjunction with the 28th IEEE International Parallel & Distributed Processing Symposium (IPDPS 14), 2014,

K Beketayev, D Yeliussizov, D Morozov, GH Weber, B Hamann, "Measuring the distance between merge trees", Mathematics and Visualization, ( 2014) Pages: 151--165 doi: 10.1007/978-3-319-04099-8_10

Lorenzo Ferrari, Reinhard Gentz, Anna Scaglione, Masood Parvania, "The Pulse Coupled Phasor Measurement Units", IEEE Smartgridcomm, 2014,

Tonglin Hawk, Ioan Raicu, Lavanya Ramakrishnan, "Scalable State Management for Scientific Applications in the Cloud", IEEE International Congress on Big Data, 2014,

Bin Dong, S. Byna, Kesheng Wu, "Parallel query evaluation as a Scientific Data Service", Cluster Computing (CLUSTER), 2014 IEEE International Conference on, January 1, 2014, 194-202, doi: 10.1109/CLUSTER.2014.6968765

Dmitriy Morozov, Gunther H Weber, "Distributed Contour Trees", Topological Methods in Data Analysis and Visualization III, (Springer International Publishing: 2014) Pages: 89--102 doi: 10.1007/978-3-319-04099-8\_6

H Karimabadi, V Roytershteyn, HX Vu, YA Omelchenko, J Scudder, W Daughton, A Dimmock, K Nykyri, M Wan, D Sibeck, M Tatineni, A Majumdar, B Loring, B Geveci, "The link between shocks, turbulence, and magnetic reconnection in collisionless plasmas", Physics of Plasmas, 2014, 21, doi: 10.1063/1.4882875

Masood Parvania, Georgia Koutsandria, Vishak Muthukumary, Sean Peisert, Chuck McParland, Anna Scaglione, "Hybrid Control Network Intrusion Detection Systems for Automated Power Distribution Systems", Proc. of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), January 1, 2014, 774--779,

W Daughton, TKM Nakamura, H Karimabadi, V Roytershteyn, B Loring, "Computing the reconnection rate in turbulent kinetic layers by using electron mixing to identify topology", Physics of Plasmas, 2014, 21, doi: 10.1063/1.4875730

Jialin Liu, S. Byna, Bin Dong, Kesheng Wu, Chen, "Model-Driven Data Layout Selection for Improving Read", Parallel Distributed Processing Symposium Workshops 2014 IEEE International, 2014, 1708--1716, doi: 10.1109/IPDPSW.2014.190

John Jenkins, Xiaocheng Zou, Houjun Tang, Dries Kimpe, Robert Ross, Nagiza F Samatova, "Radar: Runtime asymmetric data-access driven scientific data replication", International Supercomputing Conference, 2014, 296--313,

Spyros Blanas, Kesheng Wu, Surendra Byna, Bin Dong, Arie Shoshani, "Parallel Data Analysis Directly on Scientific File Formats", SIGMOD 14, 2014, 385--396, doi: 10.1145/2588555.2612185

Houjun Tang, Xiaocheng Zou, John Jenkins, David A Boyuka II, Stephen Ranshous, Dries Kimpe, Scott Klasky, Nagiza F Samatova, "Improving read performance with online access pattern analysis and prefetching", European Conference on Parallel Processing, 2014, 246--257,

R Cowles, C Jackson, V Welch, S Cholia, "A model for identity management in future scientific collaboratories", Proceedings of Science, 2014, 23-28-Ma,

2013

Babak Behzad, Huong Vu Thanh Luu, Joseph Huchette, Surendra Byna, Prabhat, Ruth Aydt, Quincey Koziol, and Marc Snir, "Taming parallel I/O complexity with auto-tuning", In Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC '13), 2013,

Lizzie Coles-Kemp, Carrie Gates, Dieter Gollmann, Sean Peisert, Christian Probst, Organizational Processes for Supporting Sustainable Security, Report from Dagstuhl Seminar 120501, Pages: 37-48 November 4, 2013, doi: 10.4230/DagRep.2.12.37

Jong Y. Choi, Kesheng Wu, Jacky C. Wu, Alex Sim, Qing G. Liu, Matthew Wolf, CS Chang, Scott Klasky, "ICEE: Wide-area In Transit Data Processing Framework For Near Real-Time Scientific Applications", The 4th International Workshop on Big Data Analytics: Challenges and Opportunities (BDAC-13), 2013,

William Gu, Jaesik Choi, Ming Gu, Horst Simon, Kesheng Wu, "Fast Change Point Detection for Electricity Market Analysis", October 6, 2013, LBNL LBNL-6388E,

J. Choi, K. Hu, A. Sim, "Relational Dynamic Bayesian Networks with Locally Exchangeable Measures", 2013, LBNL 6341E,

K. Hu, J. Choi, J. Jiang, A. Sim, "Best Predictive GLMM using LASSO with Application on High- Speed Network", 2013, LBNL 6327E,

Sean Peisert, Ed Talbot, Tom Kroeger, "Principles of Authentication", Proceedings of the 2013 New Security Paradigms Workshop (NSPW), Banff, Canada, ACM, September 2013, 47-56, doi: 10.1145/2535813.2535819

Sean Peisert and Steven Templeton, "The Hive Mind: Applying a Distributed Security Sensor Network to GENI- GENI Spiral 2 Final Project Report", UC Davis Technical Report, September 4, 2013,

Bin Dong; Byna, S.; Kesheng Wu, "Expediting scientific data analysis with reorganization of data", 2013 IEEE International Conference on Cluster Computing (CLUSTER), pp.1,8, 23-27 Sept. 2013, September 1, 2013,

Sean Peisert, Cyber Resilience Metrics, First International Symposium on Resilient Cyber Systems, Resilience Week 2013, August 13, 2013,

K. Hu, A. Sim, D. Antoniades, C. Dovrolis, "Estimating and Forecasting Network Traffic Performance based on Statistical Patterns Observed in SNMP data", the 9th International Conference on Machine Learning and Data Mining (MLDM2013), 2013,

Babak Behzad, Joseph Huchette, Huong Vu Thanh Luu, Ruth Aydt, Surendra Byna, Yushu Yao, Quincey Koziol, and Prabhat, "A framework for auto-tuning HDF5 applications", Proceedings of the 22nd international symposium on High-performance parallel and distributed computing (HPDC), 2013,

David Camp, Hari Krishnan, David Pugmire, Christoph Garth, Ian Johnson, E. Wes Bethel, Kenneth I. Joy, and Hank Childs., "GPU Acceleration of Particle Advection Workloads in a Parallel, Distributed Memory Setting", Proceedings of Eurographics Symposium on Parallel Graphics and Visualization (EGPGV), May 5, 2013,

Hank Childs, Berk Geveci, William J. Schroeder, Jeremy S. Meredith, Kenneth Moreland, Christopher Sewell, Torsten Kuhlen, E.Wes Bethel, "Research Challenges for Visualization Software", IEEE Computer, May 1, 2013, 46:34-43, LBNL 6239E,

Devarshi Ghoshal, Lavanya Ramakrishnan, "FRIEDA: Flexible Robust Intelligent Elastic Data Management in Cloud Environments", 2012 SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC), IEEE, 2013, 1096--1105, doi: 10.1109/SC.Companion.2012.132

D. Antoniades, K. Hu, A. Sim, C. Dovrolis, "What SNMP data can tell us about Edge-to-Edge network performance", Passive and Active Measurement Conference (PAM2013), 2013,

M. Montanari, E. Chan, K. Larson, W. Yoo, R. H. Campbell, "Distributed security policy conformance", Computers & Security, March 31, 2013,

Sean Peisert, Health Informatics Minute: Aligning Organizational and Employee Computer Security Goals for Health Informatics, Seventh Annual Health Informatics Graduate Program Conference, March 22, 2013,

Patrick Oesterling, Christian Heine, Gunther H. Weber, Gerik Scheuermann, "Visualizing global structure of nD point clouds as topological 1D height to enable supervised local data analysis", IEEE Transactions on Visualization and Computer Graphics, 2013, 19:514-526, LBNL 5694E,

E. Wes Bethel, Prabhat, Suren Byna, Oliver Rübel, K. John Wu, and Michael Wehner, "Why High Performance Visual Data Analytics is both Relevant and Difficult", Proceedings of Visualization and Data Analysis 2013, IS&T/SPIE Electronic Imaging 2013, San Francisco, CA, USA, SPIE, February 2013, LBNL LBNL-6063E,

K. Hu, A. Sim, D. Antoniades, C. Dovrolis, Statistical Prediction Models for Network Traffic Performance, the APAN 35 conference and the Winter 2013 ESCC/Internet2 Joint Techs meeting (TIP2013), 2013,

Sean Whalen, Sean Peisert, Matt Bishop, "Multiclass Classification of Distributed Memory Parallel Computations", Pattern Recognition Letters (PRL), February 2013, 34(3):322-329, doi: 10.1016/j.patrec.2012.10.007

Eric R Schendel, Steve Harenberg, Houjun Tang, Venkatram Vishwanath, Michael E Papka, Nagiza F Samatova, "A generic high-performance method for deinterleaving scientific data", European Conference on Parallel Processing, 2013, 571--582,

M Di Pierro, J Hetrick, S Cholia, J Simone, C Deta, "The new Gauge Connection at NERSC", Proceedings of Science, 2013, 29-July-,

Elif Dede, Madhusudhan Govindaraju, Daniel Gunter, Richard Canon, Lavanya Ramakrishnan, "Semi-Structured Data Analysis using MongoDB and MapReduce: A Performance Evaluation", Proceedings of the 4th international workshop on Scientific cloud computing, 2013,

You-Wei Cheah, Richard Canon, Beth Plale, Lavanya Ramakrishnan, "Milieu: Provenance Collection and Query Framework for High Performance Computing Systems", IEEE Big Data Congress, 2013,

T Perciano, MW Urban, NDA Mascarenhas, M Fatemi, AC Frery, GT Silva, "Deconvolution of vibroacoustic images using a simulation model based on a three dimensional point spread function", Ultrasonics, 2013, 53:36--44, doi: 10.1016/j.ultras.2012.03.011

O Rübel, A Greiner, S Cholia, K Louie, EW Bethel, TR Northen, BP Bowen, "OpenMSI: A high-performance web-based platform for mass spectrometry imaging", Analytical Chemistry, 2013, 85:10354--103, doi: 10.1021/ac402540a

Sean Peisert, Matt Bishop, "Dynamic, Flexible, and Optimistic Access Control", Working Paper, January 2013,

Leonidas Guibas, Dmitriy Morozov, Quentin M\ erigot, "Witnessed k-Distance", Discrete \& computational geometry, 2013, 49:22--45, doi: 10.1007/s00454-012-9465-x

W. Gu, J. Choi, M. Gu, H. D. Simon, K., "Fast Change Point Detection for electricity market", 2013 IEEE International Conference on Big Data, 2013, 50--57, doi: 10.1109/BigData.2013.6691733

Gunther H. Weber, Hank Childs, Jeremy S. Meredith, "Recent Advances in VisIt: Parallel Crack-free Isosurface Extraction", Numerical Modeling of Space Plasma Flows: Astronum-2012 (Astronomical Society of the Pacific Conference Series), 2013,

A Jain, SP Ong, G Hautier, W Chen, WD Richards, S Dacek, S Cholia, D Gunter, D Skinner, G Ceder, KA Persson, "Commentary: The materials project: A materials genome approach to accelerating materials innovation", APL Materials, 2013, 1, doi: 10.1063/1.4812323

Dmitriy Morozov, Gunther Weber, "Distributed Merge Trees", PPoPP 13, New York, NY, USA, ACM, 2013, 93--102, doi: 10.1145/2442516.2442526

SP Ong, WD Richards, A Jain, G Hautier, M Kocher, S Cholia, D Gunter, VL Chevrier, KA Persson, G Ceder, "Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis", Computational Materials Science, 2013, 68:314--319, doi: 10.1016/j.commatsci.2012.10.028

Herbert Edelsbrunner, Dmitriy Morozov, "Persistent Homology: Theory and Practice", European Congress of Mathematics Krakow, 2 -- 7 July, 2012, Zuerich, Switzerland, European Mathematical Society Publishing House, 2013, 31--50, doi: 10.4171/120-1/3

Lavanya Ramakrishnan, Adam Scovel, Iwona Sakrejda, Susan Coghlan, Shane Canon, Anping Liu, Devarshi Ghoshal, Krishna Muriki, Nicholas J. Wright, "Magellan - A Testbed to Explore Cloud Computing for Science", On the Road to Exascale Computing: Contemporary Architectures in High Performance Computing, (Chapman & Hall/CRC Press: 2013)

Alex Romosan, Arie Shoshani, Kesheng Wu, Markowitz, Kostas Mavrommatis, "Accelerating gene context analysis using bitmaps", Proceedings of the 25th International Conference on and Statistical Database Management, 2013, 26, LBNL 6397E, doi: 10.1145/2484838.2484856

B. Dong, S. Byna, K. Wu, "SDS: a framework for scientific data services", Proceedings of the 8th Parallel Data Storage, January 1, 2013, doi: http://dx.doi.org/10.1145/2538542.2538563

Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit, "Homology and robustness of level and interlevel sets", Homology, Homotopy and Applications, 2013, 15:51--72,

Eugen Feller, Lavanya Ramakrishnan, Christine Morin, "On the Performance and Energy Efficiency of Hadoop Deployment Models", The IEEE International Conference on Big Data 2013 (IEEE BigData 2013), Santa Clara, U.S.A, 2013,

Kesheng Wu, Wes Bethel, Ming Gu, David, Oliver R\ ubel, "A Big Data Approach to Analyzing Market Volatility", Algorithmic Finance, 2013, 2:241--267, LBNL LBNL-6382E, doi: 10.3233/AF-13030

Understanding the microstructure of the financial market requires the processing of a vast amount of data related to individual trades, and sometimes even multiple levels of quotes. Analyzing such a large volume of data requires tremendous computing power that is not easily available to financial academics and regulators. Fortunately, public funded High Performance Computing (HPC) power is widely available at the National Laboratories in the US. In this paper we demonstrate that the HPC resource and the techniques for data-intensive sciences can be used to greatly accelerate the computation of an early warning indicator called Volume-synchronized Probability of Informed trading (VPIN). The test data used in this study contains five and a half year's worth of trading data for about 100 most liquid futures contracts, includes about 3 billion trades, and takes 140GB as text files. By using (1) a more efficient file format for storing the trading records, (2) more effective data structures and algorithms, and (3) parallelizing the computations, we are able to explore 16,000 different ways of computing VPIN in less than 20 hours on a 32-core IBM DataPlex machine. Our test demonstrates that a modest computer is sufficient to monitor a vast number of trading activities in real-time -- an ability that could be valuable to regulators.

Our test results also confirm that VPIN is a strong predictor of liquidity-induced volatility. With appropriate parameter choices, the false positive rates are about 7% averaged over all the futures contracts in the test data set. More specifically, when VPIN values rise above a threshold (CDF > 0.99), the volatility in the subsequent time windows is higher than the average in 93% of the cases.

E. Masanet, A. Shehabi, L. Ramakrishnan, J. Liang, X. Ma, B. Walker, V. Hendrix, P Mantha, "The Energy Efficiency Potential of Cloud-Based Software: A U.S.Case Study", 2013, LBNL 6298E,

Lavanya Ramakrishnan, Iwona Sakrejda, Richard Shane Canon and Nicholas Wright, "CAMP", On the Road to Exascale Computing: Contemporary Architectures in High Performance Computing, (Chapman & Hall/CRC Press: 2013)

Kesheng Wu, Wes Bethel, Ming Gu, David, Oliver R\ ubel, Testing VPIN on Big Data, Available at SSRN 2318259, 2013,

E Wes Bethel, Prabhat Prabhat, Suren Byna, R\ ubel, K John Wu, Michael Wehner, Why high performance visual data analytics is both and difficult, IS\&T/SPIE Electronic Imaging, Pages: 86540B-865 2013, doi: 10.1117/12.2010980

H Karimabadi, B Loring, P O leary, A Majumdar, M Tatineni, B Geveci, "In-situ visualization for global hybrid simulations", ACM International Conference Proceeding Series, 2013, doi: 10.1145/2484762.2484822

Kuan-Wu Lin, Surendra Byna, Jerry Chou, Wu, "Optimizing FastQuery performance on Lustre file", Proceedings of the 25th International Conference on and Statistical Database Management, 2013, 29,

DN Williams, T Bremer, C Doutriaux, J Patchett, S Williams, G Shipman, R Miller, DR Pugmire, B Smith, C Steed, EW Bethel, H Childs, H Krishnan, P Prabhat, M Wehner, CT Silva, E Santos, D Koop, T Ellqvist, J Poco, B Geveci, A Chaudhary, A Bauer, A Pletzer, D Kindig, GL Potter, TP Maxwell, Ultrascale visualization of climate data, Computer, Pages: 68--76 2013, doi: 10.1109/MC.2013.119

H Karimabadi, V Roytershteyn, M Wan, WH Matthaeus, W Daughton, P Wu, M Shay, B Loring, J Borovsky, E Leonardis, SC Chapman, TKM Nakamura, "Coherent structures, intermittent turbulence, and dissipation in high-temperature plasmas", Physics of Plasmas, 2013, 20, doi: 10.1063/1.4773205

2012

Xiao Li, Zhifang Wang, Vishak Muthukumar, Anna Scaglione, Chuck McParland, Sean Peisert, "Networked Loads in the Distribution Grid", Proceedings of the 2012 APSIPA Annual Summit and Conference, Hollywood, CA, December 3, 2012,

Babak Behzad, Joey Huchette, Huong Luu, Ruth Aydt, Quincey Koziol, Prabhat, Suren Byna, Mohamad Chaarawi, Yushu Yao, "Auto-Tuning of Parallel IO Parameters for HDF5 Applications", Proceedings of the 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, 2012,

Surendra Byna, Jerry Chou, Oliver Rübel, Prabhat, Homa Karimabadi, William S. Daughton, Vadim Roytershteyn, E. Wes Bethel, Mark Howison, Ke-Jou Hsu, Kuan-Wu Lin, Arie Shoshani, Andrew Uselton, and Kesheng Wu, "Parallel I/O, Analysis, and Visualization of a Trillion Particle Simulation", SuperComputing 2012 (SC12), Salt Lake City, Utah, November 2012,

E. Wes Bethel and Mark Howison, "Multi-core and Many-core Shared-memory Parallel Raycasting Volume Rendering Optimization and Tuning", International Journal of High Performance Computing Applications, 2012, LBNL 5362E,

Junmin Gu, David Smith, Ann L. Chervenak, Alex Sim, "Adaptive Data Transfers that Utilize Policies for Resource Sharing", The 2nd International Workshop on Network-Aware Data Management Workshop (NDM2012), 2012,

Hank Childs, Eric Brugger, Brad Whitlock, Jeremy Meredith, Sean Ahern, David Pugmire, Kathleen Biagas, Mark Miller, Cyrus Harrison, Gunther H. Weber, Hari Krishnan, Thomas Fogal, Allen Sanderson, Christoph Garth, E. Wes Bethel, David Camp, Oliver Rubel, Marc Durant, Jean M. Favre, Paul Navratil, "VisIt: An End-User Tool For Visualizing and Analyzing Very Large Data", High Performance Visualization---Enabling Extreme-Scale Scientific Insight, ( October 2012) Pages: 357--372

E. Wes Bethel, David Camp, Hank Childs, Christoph Garth, Mark Howison, Kenneth I. Joy, David Pugmire, "Hybrid Parallelism", High Performance Visualization---Enabling Extreme-Scale Scientific Insight, ( October 2012) Pages: 261--290

Hank Childs, David Pugmire, Sean Ahern, Brad Whitlock, Mark Howison, Prabhat, Gunther Weber, E. Wes Bethel, "Visualization at Extreme Scale Concurrency", High Performance Visualization---Enabling Extreme-Scale Scientific Insight, ( October 2012) Pages: 291--306

E. Wes Bethel, Hank Childs, Charles Hansen (editors), High Performance Visualization---Enabling Extreme-Scale Scientific Insight, Chapman & Hall, CRC Computational Science, (CRC Press/Francis--Taylor Group: October 2012)

Sean Peisert, Institute for Information Infrastructure Protection (I3P), 10th Anniversary Event, The National Press Club, October 10, 2012,

Bin Dong, Xiuqiao Li, Qimeng Wu, Limin Xiao, Li Ruan, "A dynamic and adaptive load balancing strategy for parallel file system with large-scale I/O servers", Journal of Parallel and Distributed Computing (JPDC), Volume 72, Issue 10, October 2012, Pages 1254-1268, 2012,

Bin Dong, Xiuqiao Li, Limin Xiao, Li Ruan, "A New File-Specific Stripe Size Selection Method for Highly Concurrent Data Access", The 13th ACM/IEEE International Conference on Grid Computing (Grid 2012), 2012, 2012,

David Camp, Hank Childs, Christoph Garth, David Pugmire, Kenneth I. Joy, "Parallel Stream Surface Computation for Large Data Sets", Proceedings of IEEE Symposium on Large Data Analysis and Visualization (LDAV), October 2012, 39--47, LBNL 5776E,

Tamay M. Ozgokmen, Andrew C. Poje, Paul F. Fischer, Hank Childs, Harinarayan Krishnan, Christoph Garth, Angelique C. Haza, Edward Ryan, "On multi-scale dispersion under the influence of surface mixed layer instabilities", Ocean Modelling, October 2012, 56:16-30,

Oliver Rübel, Cameron, G. R. Geddes, Min Chen, Estelle Cormier-Michel, and E. Wes Bethel, "Query-driven Analysis of Plasma-based Particel Acceleration Data", Poster Abstracts of IEEE VisWeek, October 2012,

Gunther H. Weber, Hank Childs, Jeremy S. Meredith, "Efficient Parallel Extraction of Crack-free Isosurfaces from Adaptive Mesh Refinement (AMR) Data", Proceedings of IEEE Symposium on Large Data Analysis and Visualization (LDAV), October 2012, 31--38, LBNL 5799E,

Sean Peisert, Ed Talbot, Matt Bishop, "Turtles All the Way Down: A Clean-Slate, Ground-Up, First-Principles Approach to Secure Systems", Proceedings of the 2012 New Security Paradigms Workshop (NSPW), ACM, September 2012, doi: 10.1145/2413296.2413299

Douglas F Levinson, Jianxin Shi, Kai Wang, Sang Oh, Brien Riley, Ann E Pulver, Dieter B Wildenauer, Claudine Laurent, Bryan J Mowry, Pablo V Gejman, Michael J Owen, Kenneth S Kendler, Gerald Nestadt, Sibylle G Schwab, Jacques Mallet, Deborah Nertney, Alan R Sanders, Nigel M Williams, Brandon Wormley, Virginia K Lasseter, Margot Albus, Stephanie Godard-Bauché, Madeline Alexander, Jubao Duan, Michael C O’Donovan, Dermot Walsh, Anthony O’Neill, George N Papadimitriou, Dimitris Dikeos, Wolfgang Maier, Bernard Lerer, Dominique Campion, David Cohen, Maurice Jay, Ayman Fanous, Peter Eichhammer, Jeremy M Silverman, Nadine Norton, Nancy Zhang, Hakon Hakonarson, Cynthia Gao, Ami Citri, Mark Hansen, Stephan Ripke, Frank Dudbridge, Peter A Holmans, "Genome-wide association study of multiplex schizophrenia pedigrees", The American Journal of Psychiatry, September 1, 2012, doi: doi:10.1176/appi.ajp.2012.11091423

Matt Bishop, Sean Peisert, "Security and Elections", IEEE Security & Privacy, September 2012, 10(5):64-67, doi: 10.1109/MSP.2012.127

Mehmet Balman, Eric Pouyoul, Yushu Yao, E. Wes Bethel, Burlen Loring, Prabhat, John Shalf, Alex Sim, and Brian L. Tierney, "Experiences with 100G Network Applications", In Proceedings of the Fifth international Workshop on Data-intensive Distributed Computing, in conjunction with ACM High Performance Distributing Computing (HPDC) Conference, 2012, Delft, Netherlands, June 2012, LBNL 5603E, doi: 10.1145/2286996.2287004

100Gbps networking has finally arrived, and many research and educational in- stitutions have begun to deploy 100Gbps routers and services. ESnet and Internet2 worked together to make 100Gbps networks available to researchers at the Super- computing 2011 conference in Seattle Washington. In this paper, we describe two of the first applications to take advantage of this network. We demonstrate a visu- alization application that enables remotely located scientists to gain insights from large datasets. We also demonstrate climate data movement and analysis over the 100Gbps network. We describe a number of application design issues and host tuning strategies necessary for enabling applications to scale to 100Gbps rates. 

Zacharia Fadika, Madhusudhan Govindaraju, Shane Canon, Lavanya Ramakrishnan, "Evaluting Hadoop for Data-Intensive Scientific Operations", IEEE Cloud Computing, 2012,

W. Yoo, K. Larson, L. Baugh, S. Kim, R. H. Campbell, "ADP: automated diagnosis of performance pathologies using hardware events", SIGMETRICS '12: Proc. of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems, 2012,

Prabhat, Oliver Rübel, Surendra Byna, Kesheng Wu, Fuyu Li, Michael Wehner and E. Wes Bethel, "TECA: A Parallel Toolkit for Extreme Climate Analysis", Procedia Computer Science, Proceedings of the International Conference on Computational Science, ICCS 2012, Presented at Third Worskhop on Data Mining in Earth System Science (DMESS 2012), Omaha, Nebraska, June 2012, 9:866–876, LBNL 5352E, doi: 10.1016/j.procs.2012.04.093

We present TECA, a parallel toolkit for detecting extreme events in large climate datasets. Modern climate datasets expose parallelism across a number of dimensions: spatial locations, timesteps and ensemble members. We design TECA to exploit these modes of parallelism and demonstrate a prototype implementation for detecting and tracking three classes of extreme events: tropical cyclones, extra-tropical cyclones and atmospheric rivers. We process a modern TB-sized CAM5 simulation dataset with TECA, and demonstrate good runtime performance for the three case studies.

Karen L. Schuchardt, Deborah A. Agarwal, Stefan A. Finsterle, Carl W. Gable, Ian Gorton, Luke J. Gosink, Elizabeth H. Keating, Carina S. Lansing, Joerg Meyer, William A.M. Moeglein, George S.H. Pau, Ellen A. Porter, Sumit Purohit, Mark L. Rockhold, Arie Shoshani, and Chandrika Sivaramakrishnan, Akuna, "Integrated Toolsets Supporting Advanced Subsurface Flow and Transport Simulations for Environmental Management", XIX International Conference on Computational Methods in Water Resources (CMWR 2012), University of Illinois at Urbana-Champaign, June 2012,

Y. Yin, S. Byna, H. Song, X.-H. Sun, and R. Thakur, "Boosting Application-Specific Parallel I/O Optimization Using IOSIG", IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Ottowa, Canada, May 13, 2012,

M. Balman, A. Sim, "Scaling the Earth System Grid to 100Gbps Networks", 2012, LBNL 5794E,

Sean Whalen, Sophie Engle, Sean Peisert, Matt Bishop, "Network-Theoretic Classification of Parallel Computation Patterns", International Journal of High Performance Computing Applications (IJHPCA), May 2012, 26(2):159-169, doi: 10.1177/1094342012436618

Gunther H. Weber, Kenes Beketayev, Peer-Timo Bremer, Bernd Hamann, Maciej Haranczyk, Mario Hlawitschka, Valerio Pascucci, "Comprehensible Presentation of Topological Information", Status report for DOE Exascale Research Conference, April 2012, LBNL 5693E,

Gunther H. Weber, Dmitriy Morozov, Kenes Beketayev, John Bell, Peer-Timo Bremer, Marc Day, Bernd Hamann, Christian Heine, Maciej Haranczyk, Mario Hlawitschka, Valerio Pascucci, Patrick Oesterling, Gerik Scheuermann, "Topology-based Visualization and Analysis of High-dimensional Data and Time-varying Data at the Extreme Scale", DOE Exascale Research Conference, April 2012,

Gunther H. Weber, Peer-Timo Bremer, "In-situ Analysis: Challenges and Opportunities", Position paper for DOE Exascale Research Conference, April 2012, LBNL 5692E,

E. Wes Bethel, David Camp, Hank Childs, Mark Howison, Hari Krishnan, Burlen Loring, Joerg Meyer, Prabhat, Oliver Ruebel, Daniela Ushizima, Gunther Weber, "Towards Exascale: High Performance Visualization and Analytics – Project Status Report. Technical Report", DOE Exascale Research Conference, April 2012,

Jihan Kim, Richard L. Martin, Oliver Rübel, Maciej Haranczyk & Berend Smit, "High-throughput Characterization of Porous Materials Using Graphics Processing Units", Journal of Chemical Theory and Computation, March 16, 2012, 8:1684–1693, LBNL 5409E, doi: 10.1021/ct200787v

We have developed a high-throughput graphics processing unit (GPU) code that can characterize a large database of crystalline porous materials. In our algorithm, the GPU is utilized to accelerate energy grid calculations, where the grid values represent interactions (i.e., Lennard-Jones + Coulomb potentials) between gas molecules (i.e., CH4 and CO2) and materials’ framework atoms. Using a parallel flood fill central processing unit (CPU) algorithm, inaccessible regions inside the framework structures are identified and blocked, based on their energy profiles. Finally, we compute the Henry coefficients and heats of adsorption through statistical Widom insertion Monte Carlo moves in the domain restricted to the accessible space. The code offers significant speedup over a single core CPU code and allows us to characterize a set of porous materials at least an order of magnitude larger than those considered in earlier studies. For structures selected from such a prescreening algorithm, full adsorption isotherms can be calculated by conducting multiple Grand Canonical Monte Carlo (GCMC) simulations concurrently within the GPU.

Soile V.E. Keränen, Oliver Rübel, David W. Knowles and Mark D. Biggin, "Computational modeling of cis-regulatory modules from 3D exprression data in Drosophila blastoderm atlas", Drosophila Genetics, March 2012,

Ushizima, D.M., Weber, G., Morozov, D., Bethel, W., Sethian, J.A., "Algorithms for Microstructure Description applied to Microtomography", Carbon Cycle 2.0 Symposium, February 10, 2012,

D. Yu, D. Katramatos, A. Shoshani, A. Sim, J. Gu, V. Natarajan, "StorNet: Integrating Storage Resource Management with Dynamic Network Provisioning for Automated Data Transfer", International Committee for Future Accelerators (ICFA) Standing Committee on Inter-Regional Connectivity (SCIC) 2012 Report: Networking for High Energy Physics, 2012,

O. R\ ubel, S. Byna, K. Wu, F. Li, M., W. Bethel, others, "TECA: A Parallel Toolkit for Extreme Climate", Procedia Computer Science, Elsevier, 2012, 9:866--876, doi: 10.1016/j.procs.2012.04.093

Surendra Byna, Jerry Chou, Oliver R\ ubel, , Homa Karimabadi, William S. Daughton, Roytershteyn, E. Wes Bethel, Mark Howison Ke-Jou Hsu, Kuan-Wu Lin, Arie Shoshani, Uselton, Kesheng Wu, Parallel I/O, Analysis, and Visualization of a Particle Simulation, Proceedings of SuperComputing 2012, 2012,

M Wan, WH Matthaeus, H Karimabadi, V Roytershteyn, M Shay, P Wu, W Daughton, B Loring, SC Chapman, "Intermittent dissipation at kinetic scales in collisionless plasma turbulence", Physical Review Letters, 2012, 109, doi: 10.1103/PhysRevLett.109.195001

F Harald Barreiro Megino, D Benjamin, K De, I Gable, V Hendrix, S Panitkin, M Paterson, A De Silva, D Van Der Ster, R Taylor, RA Vitillo, R Walker, "Exploiting virtualization and cloud computing in ATLAS", Journal of Physics: Conference Series, 2012, 396, doi: 10.1088/1742-6596/396/3/032011

J Meyer, EW Bethel, JL Horsman, SS Hubbard, H Krishnan, A Romosan, EH Keating, L Monroe, R Strelitz, P Moore, G Taylor, B Torkian, TC Johnson, I Gorton, Visual data analysis as an integral part of environmental management, IEEE Transactions on Visualization and Computer Graphics, Pages: 2088--2094 2012, doi: 10.1109/TVCG.2012.278

Elif Dede, Zacharia Fadika, Jessica Hartog, Modhusudhan Govindaraju, Lavanya Ramakrishnan, Daniel Gunter, Richard Shane Canon, "MARISSA: MApReduce Implementation for Streaming Science Applications", IEEE eScience Conference, 2012,

V Hendrix, D Benjamin, Y Yao, "Scientific cluster deployment and recovery - Using puppet to simplify cluster management", Journal of Physics: Conference Series, 2012, 396, doi: 10.1088/1742-6596/396/4/042027

H Krishnan, J Meyer, A Romosan, H Childs, EW Bethel, Enabling advanced environmental management via remote and distributed visual data exploration and analysis, Computing and Visualization in Science, Pages: 123--133 2012, doi: 10.1007/s00791-013-0204-5

M Balman, E Pouyoul, Y Yao, EW Bethel, B Loring, Prabhat, J Shalf, A Sim, BL Tierney, "Experiences with 100Gbps network applications", DIDC 12 - 5th International Workshop on Data-Intensive Distributed Computing, 2012, 33--42, doi: 10.1145/2286996.2287004

TM Özgökmen, AC Poje, PF Fischer, H Childs, H Krishnan, C Garth, AC Haza, E Ryan, On multi-scale dispersion under the influence of surface mixed layer instabilities and deep flows, Ocean Modelling, Pages: 16--30 2012, doi: 10.1016/j.ocemod.2012.07.004

Samuel Gerber, Oliver Rübel, Peer-Timo Bremer, Valerio Pascucci and Ross T. Whitaker, "Morse-Smale Regression", Journal of Computational and Graphical Statistics, January 2012, doi: 10.1080/10618600.2012.657132

  • Download File: MSR.pdf (pdf: 292 KB)

Taghrid Samak, Dan Gunter, Monte Goode, Ewa Deelman, Fabio Silva, Karan Vahi, "Failure Analysis of Distributed Scientific Workflows Executing in the Cloud", 8th International Conference on Network and Service Management (CNSM 2012), 2012,

H Krishnan, C Garth, J Gühring, MA Gülsün, A Greiser, KI Joy, Analysis of time-dependent flow-sensitive PC-MRI data, IEEE Transactions on Visualization and Computer Graphics, Pages: 966--977 2012, doi: 10.1109/TVCG.2011.80

D Baldocchi, M Reichstein, D Papale, L Koteen, R Vargas, D Agarwal, R Cook, The role of trace gas flux networks in the biogeosciences, Eos, Pages: 217--218 2012, doi: 10.1029/2012EO230001

M Aanjaneya, F Chazal, D Chen, M Glisse, L Guibas, D Morozov, "Metric graph reconstruction from noisy data", International Journal of Computational Geometry and Applications, 2012, 22:305--325, doi: 10.1142/S0218195912600072

Karen L. Schuchardt, Deborah A. Agarwal, Stefan A. Finsterle, Carl W. Gable, Ian Gorton, Luke J. Gosink, Elizabeth H. Keating, Carina S. Lansing, Joerg Meyer, William A.M. Moeglein, George S.H. Pau, Ellen A. Porter, Sumit Purohit, Mark L. Rockhold, Arie Shoshani, Chandrika Sivaramakrishnan, "Akuna-Integrated Toolsets Supporting Advanced Subsurface Flow and Transport Simulations for Environmental Management", XIX International Conference on Computational Methods in Water Resources (CMWR 2012), University of Illinois at Urbana-Champaign, June 17-22, 2012, 2012,

V Hendrix, J Li, K Jackson, L Ramakrishnan, Y Ryu, K Beattie, C Morin, D Skinner, C van Ingen, D Agarwal, "Community Access to MODIS Satellite Reprojection and Reduction Pipeline and Data Sets", AGU Fall Meeting, 2012,

G. F. Lofstead, Q. Liu, J. Logan, Y. Tian, Abbasi, N. Podhorszki, J. Y. Choi, S., R. Tchoua, R. A. Oldfield, others, "Hello ADIOS: The Challenges and Lessons of Leadership Class I/O Frameworks", 2012,

E. W. Bethel, Surendra Byna, Jerry Chou, Cormier-Michel, Cameron G. R. Geddes, Howison, Fuyu Li, Prabhat, Ji Qiang, R\ ubel, Rob D. Ryne, Michael Wehner, Wu, "Big Data Analysis and Visualization: What Do LINACS Tropical Storms Have In Common?", 11th International Computational Accelerator Physics ICAP 2012, Germany, 2012,

E. Wes Bethel, "Exploration of Optimization Options for Increasing Performance of a GPU Implementation of a Three-dimensional Bilateral Filter", 2012, LBNL 5406E,

Karan Vahi, Ian Harvey, Taghrid Samak, Dan Gunter, Kieran Evans, David Rogers, Ian Taylor, Monte Goode, Fabio Silva, Eddie Al-Shakarchi, Gaurang Mehta, Andrew Jones, Ewa Deelman, "A General Approach to Real-time Workflow Monitoring", The Seventh Workshop on Workflows in Support of Large-Scale Science (WORKS12), 2012,

D Gunter, S Cholia, A Jain, M Kocher, K Persson, L Ramakrishnan, SP Ong, G Ceder, "Community accessible datastore of high-throughput calculations: Experiences from the materials project", Proceedings - 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, SCC 2012, 2012, 1244--1251, doi: 10.1109/SC.Companion.2012.150

A Jain, G Hautier, SP Ong, C Moore, B Kang, H Chen, X Ma, JC Kim, M Kocher, D Gunter, S Cholia, A Greiner, DH Bailey, D Skinner, K Persson, G Ceder, "Materials Project: A public materials database and its application to lithium ion battery cathode design", ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 243,

E. Wes Bethel, David Leinweber, Oliver Rübel Kesheng Wu, Federal Market Information Technology in the Crash Era: Roles for Supercomputing, The Journal of Trading, Pages: 9--25 2012, doi: 10.3905/jot.2012.7.2.009

O. Rübel, S.V.E. Keränen, M.D. Biggin, D.W. Knowles, G.H. Weber, H. Hagen, B. Hamann, and E.W. Bethel, "Linking Advanced Visualization and MATLAB for the Analysis of 3D Gene Expression Data", Mathematics and Visualization, Visualization in Medicine and Life Sciences II, Progress and New Challenges, edited by L. Linsen and B. Hamann and H. Hagen and H.-C. Hege, (Springer Verlag: 2012) Pages: 267-285, LBNL 4891E,

D Ushizima, D Morozov, GH Weber, AGC Bianchi, JA Sethian, EW Bethel, "Augmented topological descriptors of pore networks for material science", IEEE Transactions on Visualization and Computer Graphics, 2012, 18:2041--2050, LBNL 5964E, doi: 10.1109/TVCG.2012.200

Dan Gunter, Raj Kettimuthu, Ezra Kissel, Martin Swany, Jun Yi, Jason Zurawski, "Exploiting Network Parallelism for Improving Data Transfer Performance", SC12 Companion, 2012,

Mark Howison, E. Wes Bethel, Hank Childs, "Hybrid Parallelism for Volume Rendering on Large, Multi- and Many-core Systems", IEEE Transactions on Visualization and Computer Graphics, January 2012, 18:17-29, LBNL 4370E,

T Samak, D Gunter, V Hendrix, "Scalable analysis of network measurements with Hadoop and Pig", Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012, 2012, 1254--1259, doi: 10.1109/NOMS.2012.6212060

Lavanya Ramakrishnan, Richard Shane Canon, Krishna Muriki, Iwona Sakrejda, Nicholas J. Wright, "Evaluating Interconnect and Virtualization Performance for High Performance Computing", Special Issue of ACM Performance Evaluation Review, 2012, 40(2),

E. Pourabbas, A. Shoshani, K. Wu, "Minimizing index size by reordering rows and columns", SSDBM, Springer Berlin/Heidelberg, January 2012, 467--484,

K Beketayev, GH Weber, D Morozov, A Abzhanov, B Hamann, "Geometry-preserving topological landscapes", Proceedings - WASA 2012: Workshop at SIGGRAPH Asia 2012, 2012, 155--160, doi: 10.1145/2425296.2425324

Ezra Kissel, Ahmed El-Hassany, Guilherme Fernandes, Martin Swany, Dan Gunter, Taghrid Samak, Jennifer M. Schopf, "Scalable Integrated Performance Analysis of Multi-Gigabit Networks", Fifth International Workshop on Distributed Autonomous Network Management Systems 2012 (DANMS 12), 2012,

Dogan Demir, Kenes Beketayev, Gunther H. Weber, Peer-Timo Bremer, Valerio Pascucci, Bernd Hamann, "Topology Exploration with Hierarchical Landscapes", Proceedings of the Workshop at SIGGRAPH Asia 2012, New York, NY, USA, ACM, 2012, 147--154, doi: 10.1145/2425296.2425323

Benson Ma, Arie Shoshani, Alex Sim, Kesheng, Yong-Ik Byun, Jaegyoon Hahm, Min-Su Shin, "Efficient Attribute-Based Data Access in Astronomy", The 2nd International Workshop on Network-Aware Data Workshop (NDM2012), 2012, 562--571,

Allen R. Sanderson, Brad Whitlock, Oliver, Hank Childs, Gunther H. Weber, , Kesheng Wu, "A System for Query Based Analysis and Visualization", Third International Eurovis Workshop on Visual EuroVA 2012, Vienna, Austria, January 2012, LBNL 5507E,

E. W. Bethel and D. Leinweber and O. Rubel and K. Wu, "Federal Market Information Technology in the Post Flash Crash Era: Roles of Supercomputing", The Journal of Trading, 2012, 7:9-24, LBNL 5263E, doi: 10.3905/jot.2012.7.2.009

EW Bethel, S. Byna, J. Chou, E., CGR Geddes, M. Howison, F. Li J. Q. Prabhat, O. R\ ubel, RD Ryne and, Big Data Analysis and Visualization: What Do LINACS Tropical Storms Have In Common?, 11th International Computational Accelerator Physics ICAP 2012, 2012,

Ichitaro Yamazaki, Kesheng Wu, "A Communication-Avoiding Thick-Restart Lanczos Method a Distributed-Memory System", Lecture Notes in Computer Science, 2012, 7155:345--354, doi: 10.1007/978-3-642-29737-3_39

2011

Suren Byna, Prabhat, Michael F. Wehner and Kesheng Wu, "Detecting Atmospheric Rivers in Large Climate Datasets", Proceedings of the 2nd International Workshop on Petascale Data Analytics: Challenges, and Opportunities (PDAC-11/ Supercomputing11/ ACM/IEEE), November 14, 2011, Seattle, Washington, 2011, doi: 10.1145/2110205.2110208

Extreme precipitation events on the western coast of North America are often traced to an unusual weather phenomenon known as atmospheric rivers. Although these storms may provide a significant fraction of the total water to the highly managed western US hydrological system, the resulting intense weather poses severe risks to the human and natural infrastructure through severe flooding and wind damage. To aid the understanding of this phenomenon, we have developed an efficient detection algorithm suitable for analyzing large amounts of data. In addition to detecting actual events in the recent observed historical record, this detection algorithm can be applied to global climate model output providing a new model validation methodology. Comparing the statistical behavior of simulated atmospheric river events in models to observations will enhance confidence in projections of future extreme storms. Our detection algorithm is based on a thresholding condition on the total column integrated water vapor established by Ralph et al. (2004) followed by a connected component labeling procedure to group the mesh points into connected regions in space. We develop an efficient parallel implementation of the algorithm and demonstrate good weak and strong scaling. We process a 30-year simulation output on 10,000 cores in under 3 seconds.

Devarshi Ghoshal, Richard Shane Canon, Lavanya Ramakrishnan, "I/O Performance of Virtualized Cloud Environments", Proceedings of the Second International Workshop on Data Intensive Computing in the Clouds (DataCloud-SC '11), ACM, 2011, 71--80, doi: 10.1145/2087522.2087535

Uselton, A., Ushizima, D.M., "I/O Workload Analysis with Server-side Data Collection", Supercomputing (SC), November 13, 2011,

Mehmet Balman, Suredra Byna, "Open Problems in network-aware data management in exa-scale computing and terabit networking era", In Proceedings of the First international Workshop on Network-Aware Data Management, in conjunction with ACM/IEEE international Conference For High Performance Computing, Networking, Storage and Analysis, 2011, Seattle, WA, November 11, 2011, LBNL 6176E, doi: http://dx.doi.org/10.1145/2110217.2110229

Accessing and managing large amounts of data is a great challenge in collaborative computing environments where resources and users are geographically distributed. Recent advances in network technology led to next-generation high- performance networks, allowing high-bandwidth connectiv- ity. Efficient use of the network infrastructure is necessary in order to address the increasing data and compute require- ments of large-scale applications. We discuss several open problems, evaluate emerging trends, and articulate our per- spectives in network-aware data management. 

"The Hive Mind Project - Digital Ants for Intrusion Detection", Sean Peisert, DETERlab Testbed Quarterly Newsletter, 2011,

David Camp, Christoph Garth, Hank Childs, Dave Pugmire, Kenneth I. Joy, "Streamline Integration Using MPI-Hybrid Parallelism on a Large Multicore Architecture", IEEE Transactions on Visualization and Computer Graphics, November 2011, 17:1702-1713, LBNL 4563E, doi: http://doi.ieeecomputersociety.org/10.1109/TVCG.2010.259

Huang, M.-Y., Mackey, L., Keraenen, S.V.E., Weber, G.H., Jordan, M.I., Knowles, D.W., Biggin, M.D. and Hamann, B., "Visually Relating Gene Expression and in vivo DNA Binding Data", Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine 2011 (IEEE BIBM 2011), Los Alamitos, California, IEEE Computer Society Press, November 2011, 586-589, LBNL 5423E,

Jerry Chou, Kesheng Wu, Oliver Rübel, Mark Howison, Ji Qiang, Prabhat, Brian Austin, E. Wes Bethel, Rob D. Ryne, and Arie Shoshani, "Parallel Index and Query for Large Scale Data Analysis", In Proceedings of Supercomputing 2011, Seattle, WA, USA, 2011, 1-11, LBNL 5317E, doi: 10.1145/2063384.2063424

E. Wes Bethel, David Leinweber, Oliver Rübel, Kesheng Wu, "Federal Market Information Technology in the Post Flash Crash Era: Roles of Supercomputing", Workshop on High Performance Computational Finance at SC11, Seattle, WA, USA, November 2011, LBNL 5263E,

R. Ryne, B. Austin, J. Byrd, J. Corlett, E. Esarey, C. G. R. Geddes, W. Leemans, X. Li, Prabhat, J. Qiang, O. Rübel, J.-L. Vay, M. Venturini, K. Wu, B. Carlsten, D. Higdon and N. Yampolsky, "High Performance Computing in Accelerator Science: Past Successes, Future Challenges", Workshop on Data and Communications in Basic Energy Sciences: Creating a Pathway for Scientific Discovery, October 2011,

David Camp, Hank Childs, Amit Chourasia, Christoph Garth, Kenneth Joy, "Evaluating the Benefits of An Extended Memory Hierarchy for Parallel Streamline Algorithms", Proceedings IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV) 2011, Providence, RI, USA, IEEE Press, October 2011, 57-64, LBNL 5503E,

Prabhat, Suren Byna. Chris Paciorek, Gunther Weber, Kesheng Wu, Thomas Yopes, Michael Wehner, William Collins, George Ostrouchov, Richard Strelitz, E. Wes Bethel, "Pattern Detection and Extreme Value Analysis on Large Climate Data", DOE/BER Climate and Earth System Modeling PI Meeting, September 2011,

Ushizima, D.M., Parkinson, D., Nico, P., Ajo-Franklin, J., Macdowell, A., Kocar, B., Bethel E.W, Sethian J.A., "Statistical segmentation and porosity quantification of 3D x-ray microtomography", XXXIV Applications of Digital Image Processing: Proceeding of SPIE 2011, San Diego, CA, USA, August 2011,

Ushizima, D.M., Weber, G.H., Ajo-Franklin, J., Kim, Y., Macdowell, A., Morozov, D., Nico, P., Parkinson, D., Trebotich, D., Wan, J., and Bethel E.W., "Analysis and visualization for multiscale control of geologic CO2", Journal of Physics: Conference Series, Proceedings of SciDAC 2011, July 2011, LBNL Denver, CO, USA,

J. Gu, D. Katramatos, X. Liu, V. Natarajan, A. Shoshani, A. Sim, D. Yu, S. Bradley, S. McKee, "StorNet: Integrated Dynamic Storage and Network Resource Provisioning and Management for Automated Data Transfers", Journal of Physics: Conf. Ser., 2011, 331, doi: 10.1088/1742- 6596/331/1/012002

G. Garzoglio, J. Bester, K. Chadwick, D. Dykstra, D. Groep, J. Gu, T. Hesselroth, O. Koeroo, T. Levshina, S. Martin, M. Salle, N. Sharma, A. Sim, S. Timm, A. Verstegen, "Adoption of a SAML-XACML Profile for Authorization Interoperability across Grid Middleware in OSG and EGEE", Journal of Physics: Conf. Ser., 2011, 331, doi: 10.1088/1742-6596/331/6/062011

A. Shoshani, I. Altintas, J. Chen, G. Chin, A. Choudhary, D. Crawl, T. Critchlow, K. Gao, B. Grimm, H. Iyer, C. Kamath, A. Khan, S. Klasky, S. Koehler, S. Lang, R. Latham, J. W. Li, W. Liao, J. Ligon, Q. Liu, B. Ludaescher, P. Mouallem, M. Nagappan, N. Podhorszki, R. Ross, D. Rotem, N. Samatova, C. Silva, A. Sim, R. Tchoua, R. Thakur, M. Vouk, K. Wu, W. Yu, "The Scientific Data Management Center: Available Technologies and Highlights", SciDAC Conference, 2011,

Sean Whalen, Sean Peisert, Matt Bishop, "Network-Theoretic Classification of Parallel Computation Patterns", Proceedings of the First International Workshop on Characterizing Applications for Heterogeneous Exascale Systems (CACHES), Tucson, AZ, IEEE Computer Society, June 4, 2011,

Weber, G.H., Bremer, P.T., Gyulassy A., and Pascucci, "Topology-based Feature Definition and Analysis", Numerical Modeling of Space Plasma Flows, San Diego, CA, USA, Astronomical Society of the Pacific, June 2011, 444:292-297, LBNL 5020E,

Beketayev, K., Weber, G.H., Haranczyk, M., Bremer, P.-T., Hlawitschka, M., and Hamann, B., "Topology-based Visualization of Transformation Pathways in Complex Chemical Systems", Computer Graphics Forum (Special Issue, Proc. Eurographics / IEEE Symposium on Visualization), June 2011, 663-672, LBNL 5242E,

W. Yoo, K. Larson, L. Baugh, S. Kim, W. Ahn, R. H. Campbell, "Automated Fingerprinting of Performance Pathologies Using Performance Monitoring Units (PMUs)", HotPar'11: Proc. of USENIX Workshop on Hot topics in parallelism., May 26, 2011,

Junmin Gu, Dimitrios Katramatos, Xin Liu, Vijaya Natarajan, Arie Shoshani, Alex Sim, Dantong Yu, Scott Bradley, Shawn McKee, "StorNet: Co-Scheduling of End-to-End Bandwidth Reservation on Storage and Network Systems for High Performance Data Transfers", IEEE INFOCOM HSN 2011, 2011,

Douglas F Levinson, Jubao Duan, Sang Oh, Kai Wang, Alan R Sanders, Jianxin Shi, Nancy Zhang, Bryan J Mowry, Ann Olincy, Farooq Amin, C Robert Cloninger, Jeremy M Silverman, Nancy G Buccola, William F Byerley, Donald W Black, Kenneth S Kendler, Robert Freedman, Frank Dudbridge, Itsik Pe'er, Hakon Hakonarson, Sarah E Bergen, Ayman H Fanous, Peter A Holmans, Pablo V Gejman, "Copy number variants in schizophrenia: confirmation of five previous findings and new evidence for 3q29 microdeletions and VIPR2 duplications", The American Journal of Psychiatry, March 1, 2011, doi: doi:10.1176/appi.ajp.2010.10060876

Lavanya Ramakrishnan, Dennis Gannon, Jeffrey Chase, Daniel Nurmi, Rich Wolski, "Deadline-Sensitive Workflow Orchestration Without Explicit Resource Control", Journal of Parallel and Distributed Computing, 2011,

E. Wes Bethel, John van Rosendale, Dale Southard, Kelly Gaither, Hank Childs, Eric Brugger, Sean Ahern, "Visualization at Supercomputing Centers: The Tale of Little Big Iron and the Three Skinny Guys", IEEE Computer Graphics and Applications, January 2011, 31:90-95, LBNL 4180E,

Gilberto Z. Pastorello, G. Arturo Sanchez-Azofeifa, Mario A. Nascimento, "Enviro-Net: from networks of ground-based sensor systems to a Web platform for sensor data management", Sensors, 2011, 11:6454-6479, doi: 10.3390/s110606454

Elif Dede, Madhusudan Govindaraju, Daniel Gunter, Lavanya Ramakrishnan, "Riding the Elephant: Managing Ensembles with Hadoop", 4th Workshop on Many-Task Computing on Grids and Supercomputers (MTAGS), 2011,

Keith R. Jackson, Krishna Muriki, Lavanya Ramakrishnan, Karl J. Runge, Rollin C. Thomas, "Performance and cost analysis of the Supernova factory on the Amazon AWS cloud", Sci. Program., 2011, 19:107--119,

H Karimabadi, B Loring, HX Vu, Y Omelchenko, M Tatineni, A Majumdar, U Ayachit, B Geveci, "Petascale Global Kinetic Simulations of The Magnetosphere and Visualization Strategies for Analysis of Very Large Multi-Variate Data Sets", NUMERICAL MODELING OF SPACE PLASMA FLOWS - ASTRONUM 2010, 2011, 444:281--+,

Weber, G.H., Bremer, P.-T. and Pascucci, V., "Topological Cacti: Visualizing Contour-based Statistics", Topological Methods in Data Analysis and Visualization II, (Springer Verlag: 2011) Pages: 63-76, LBNL 5018E,

Prabhat, S. Byna, C. Paciorek, G. Weber, Wu, T. Yopes, M. Wehner, W. Collins, G., R. Strelitz, E. W. Bethel, Pattern Detection and Extreme Value Analysis on Large Data, DOE/BER Climate and Earth System Modeling PI Meeting, 2011,

Jerry Chou, Kesheng Wu, Prabhat, "FastQuery: A General Indexing and Querying System Scientific Data", SSDBM, 2011, 573--574, doi: 10.1007/978-3-642-22351-8_42

Deines E., Weber, G.H., Garth, C., Van Straalen, B. Borovikov, S., Martin, D.F., and Joy, K.I., "On the computation of integral curves in adaptive mesh refinement vector fields", Proceedings of Dagstuhl Seminar on Scientific Visualization 2009, Schloss Dagstuhl, 2011, 2:73-91, LBNL 4972E,

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MD Pierro, J Hetrick, S Cholia, D Skinner, "Making QCD lattice data accessible and organized through advanced web interfaces", Proceedings of Science, 2011, 139,

Jerry Chou, Kesheng Wu, Prabhat, "FastQuery: A Parallel Indexing System for Data", IASDS, IEEE, 2011, doi: 10.1109/CLUSTER.2011.86

E. W. Bethel, D. Leinweber, O. Rübel, K., Federal Market Information Technology in the Post Crash Era: Roles for Supercomputing, WHPCF, Pages: 23--30 2011, doi: 10.1145/2088256.2088267

Prabhat, Quincey Koziol, Karen Schuchardt, E. Wes Bethel, Jerry Chuo, Mark Howison, Mike, Bruce Palmer, Oliver Ruebel, Kesheng, ExaHDF5: An I/O Platform for Exascale Data Analysis and Performance, SciDAC 2011, 2011,

Bremer, P.-T., Weber, G.H., Tierny, J., Pascucci, V., Day, M.S., and Bell, J.B., "Interactive Exploration and Analysis of Large Scale Turbulent Combustion Using Topology-based Data Segmentatio", IEEE Transactions on Visualization and Computer Graphics, 2011, 17(9):1307-1324, LBNL 5921E, doi: 10.1109/TVCG.2010.253

M. Montanari, E. Chan, K. Larson, W. Yoo, R. H. Campbell, "Distributed security policy conformance", Future Challenges in Security and Privacy for Academia and Industry, January 1, 2011,

Taghrid Samak, Dan Gunter, Monte Goode, Ewa Deelman, Gaurang Mehta, Fabio Silva, Karan Vahi, "Failure Prediction and Localization in Large Scientific Workflows", The Sixth Workshop on Workflows in Support of Large-Scale Science (WORKS11), 2011,

Jerry Chuo, John Wu, Prabhat, "FastQuery: A Parallel Indexing System for Scientific Data", Workshop on Interfaces and Abstractions for Scientific Data Storage, IEEE Cluster, 2011,

Gilberto Z. Pastorello, G. Arturo Sanchez-Azofeifa, Mario A. Nascimento, "Enviro-Net: A Network of Ground-based Sensors for Tropical Dry Forests in the Americas", Proceedings of the 34th International Symposium on Remote Sensing of Environment (ISRSE 2011), Sydney, Australia, 2011, 4p,

Dan Gunter, Taghrid Samak, Ewa Deelman, Christopher H. Brooks, Monte Goode, Gideon Juve, Gaurang Mehta, Priscilla Moraes, Fabio Silva, Martin Swany, Karan Vahi, "Online Workflow Management and Performance Analysis with STAMPEDE", 7th International Conference on Network and Service Management (CNSM 2011), Paris, France, 2011,

Kamesh Madduri, Kesheng Wu, "Massive-Scale RDF Processing Using Compressed Bitmap", SSDBM, Springer, 2011, 470--479, doi: 10.1007/978-3-642-22351-8_30

G Weber, PT Bremer, M Day, J Bell, V Pascucci, "Feature tracking using reeb graphs", Mathematics and Visualization, ( 2011) Pages: 241--253, LBNL 4226E, doi: 10.1007/978-3-642-15014-2_20

D Agarwal, YW Cheah, D Fay, J Fay, D Guo, T Hey, M Humphrey, K Jackson, Jie Li, C Poulain, Y Ryu, C Van Ingen, "Data-intensive science: The Terapixel and MODISAzure projects", International Journal of High Performance Computing Applications, 2011, 25:304--316, doi: 10.1177/1094342011414746

Kesheng Wu, Rishi R Sinha, Chad Jones, Ethier, Scott Klasky, Kwan-Liu Ma, Shoshani, Marianne Winslett, "Finding regions of interest on toroidal meshes", Computational Science \& Discovery, 2011, 4:015003, doi: 10.1088/1749-4699/4/1/015003

Kesheng Wu, Surendra Byna, Doron Rotem, Arie, "Scientific Data Services -- A High-Performance I/O with Array Semantics", HPCDB, IEEE, 2011, doi: 10.11v45/2125636.2125640

Maciej Haranczyk, Richard L. Martin, Prabhat, James A. Sethian & E. Wes Bethel, "Computational Approaches for the High-Throughput Analysis of Porous materials for Energy related applications", Scientific Discovery through Advanced Computing 2011, 2011,

ZM Subin, WJ Riley, J Jin, DS Christianson, MS Torn, LM Kueppers, "Ecosystem feedbacks to climate change in California: development, Testing, and analysis using a coupled regional atmosphere and land surface model (WRF3--CLM3. 5)", Earth Interactions, 2011, 15:1--38,

Dean N. Williams, Ian T. Foster, Don E. Middleton, Rachana Ananthakrishnan, Neill Miller, Mehmet Balman, Junmin Gu, Vijaya Natarajan, Arie Shoshani, Alex Sim, Gavin Bell, Robert Drach, Michael Ganzberger, Jim Ahrens, Phil Jones, Daniel Crichton, Luca Cinquini, David Brown, Danielle Harper, Nathan Hook, Eric Nienhouse, Gary Strand, Hannah Wilcox, Nathan Wilhelmi, Stephan Zednik, Steve Hankin, Roland Schweitzer, John Harney, Ross Miller, Galen Shipman, Feiyi Wang, Peter Fox, Patrick West, Stephan Zednik, Ann Chervenak, Craig Ward, "Earth System Grid Center for Enabling Technologies (ESG-CET): A Data Infrastructure for Data-Intensive Climate Research", SciDAC Conference, 2011,

Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju, Lavanya Ramakrishnan, "Benchmarking MapReduce Implementations for Application Usage Scenarios", Grid 2011: 12th IEEE/ACM International Conference on Grid Computing, Lyon Conference Centre, France, IEEE Computer Society, 2011, 1-8, doi: http://grid2011.mnm-team.org/?page_id138

Taghrid Samak, Dan Gunter, Ewa Deelman, Gideon Juve, Gaurang Mehta, Fabio Silva, Karan Vahi, "Online Fault and Anomaly Detection for Large-Scale Scientific Workflows", 13th IEEE Conference on High Performance Computing and Communications (HPCC-2011), 2011,

Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju, Lavanya Ramakrishnan, "MARIANE: MApReduce Implementation Adapted for HPC Environments", Grid 2011: 12th IEEE/ACM International Conference on Grid Computing, Lyon Conference Centre, France, IEEE Computer Society, 2011, 1-8, doi: http://grid2011.mnm-team.org/?page_id138

J. Chou, K. Wu, O. R\ ubel, M. Howison, Qiang, Prabhat, B. Austin, E. W. Bethel, D. Ryne, A. Shoshani, "Parallel Index and Query for Large Scale Data", SC11, 2011, doi: 10.1145/2063384.2063424

Prabhat, Quincey Koziol, Karen Schuchardt, E. Wes Bethel, Jerry Chuo, Mark Howison, Mike McGreevy, Bruce Palmer, Oliver Ruebel and John Wu, "ExaHDF5: An I/O Platform for Exascale Data Models, Analysis and Performance", Scientific Discovery Through Advanced Computing 2011, 2011,

You-Wei Cheah, Beth Plale, Joey Kendall-Morwick, David Leake, Lavanya Ramakrishnan, "A Noisy 10GB Provenance Database", Second International Workshop on Traceability and Compliance of Semi-Structured Processes (TC4SP2011), 2011,

Jinoh Kim, Hasan Abbasi, Luis Chac\ on, Docan, Scott Klasky, Qing Liu, Norbert, Arie Shoshani, Kesheng Wu, "Parallel In Situ Indexing for Data-intensive", LDAV, 2011, 65--72, doi: 10.1109/LDAV.2011.6092319

Lavanya Ramakrishnan, Piotr T. Zbiegel, Scott Campbell, Rick Bradshaw, Richard Shane Canon, Susan Coghlan, Iwona Sakrejda, Narayan Desai, Tina Declerck, Anping Liu, "Magellan: Experiences from a Science Cloud", ScienceCloud 11, New York, NY, USA, ACM, 2011, 49--58, doi: http://doi.acm.org/10.1145/1996109.1996119

Luke J. Gosink, Christoph Garth, John C. Anderson, E. Wes Bethel, and Kenneth I. Joy, "An Application of Multivariate Statistical Analysis for Query-Driven Visualization", IEEE Transactions on Visualization and Computer Graphics, 2011, 11:264-275, LBNL 3536E, doi: 10.1109/TVCG.2010.80

MacCarthy, B., Carr, H., Weber, G.H., "Topological Galleries: A High Level User Interface for Topology Controlled Volume Rendering", 2011, LBNL 5019E,

2010

Keith Jackson, Lavanya Ramakrishnan, Rollin Thomas, Karl J. Runge, "Seeking Supernovae in the Clouds: A Performance Study", 1st Workshop on Scientific Cloud Computing, co-located with ACM HPDC 2010 (High Performance Distributed Computing), Chicago, IL, 2010,

Lavanya Ramakrishnan, Keith Jackson, Shane Canon, Shreyas Cholia, John Shalf, "Defining Future Platform Requirements for e-Science Cloud (Position paper)", ACM Symposium on Cloud Computing 2010 (ACM SOCC 2010), Indianapolis, Indiana, 2010,

Lavanya Ramakrishnan, Dennis Gannon, Beth Plale, "WORKEM: Representing and Emulating Distributed Scientific Workflow Execution State", 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010), Melbourne Australia, 2010,

Min-Yu Huang, Gunther H. Weber, Xiao-Yong Li, Mark D. Biggin, and Bernd Hamann, "Quantitative Visualization of ChIP-chip Data by Using Linked Views", Proceedings IEEE International Conference on Bioinformatics and Biomedicine 2010 (IEEE BIBM 2010) Workshops, Workshop on Integrative Data Analysis in Systems Biology (IDASB), Los Alamitos, California, IEEE Computer Society Press, December 8, 2010, 195-200, LBNL 4491E,

O. Rübel, Linking Automated Data Analysis and Visualization with Applications in Developmental Biology and High-energy Physics, Schriftenreihe Informatik, (Der Dekan (hrsg), Fachbereich Informatik, Technische Universität Kaiserslautert: December 2010) LBNL 3155E,

D. Hasenkamp, A. Sim, M. Wehner and K. Wu, "Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel Virtualization for Large-Scale Climate Simulation Analysis", Proceedings of the 2nd IEEE International Conference on Cloud Computing Technology and Science, Nov. 30-Dec. 3, 2010, Indianapolis, Indiana, 2010, LBNL 4218E,

 

 

Alex Sim, Mehmet Balman, Dean N. Williams, Arie Shoshani, Vijaya Natarajan, "Adaptive Transfer Adjustment in Efficient Bulk Data Transfer Management for Climate Datasets", The 22nd IASTED International Conference on Parallel and Distributed Computing and System, Marina Del Rey, CA, November 20, 2010, LBNL 3985E,

Many scientific applications and experiments, such as high energy and nuclear physics, astrophysics, climate observation and modeling, combustion, nano-scale material sciences, and computational biology, generate extreme volumes of data with a large number of files. These data sources are distributed among national and international data repositories, and are shared by large numbers of geographically distributed scientists. A large portion of the data is frequently accessed, and a large volume of data is moved from one place to another for analysis and storage. A challenging issue in such efforts is the limited network capacity for moving large datasets. A tool that addresses this challenge is the Bulk Data Mover (BDM), a data transfer management tool used in the Earth System Grid (ESG) community. It has been managing massive dataset transfers efficiently in the environment where the network bandwidth is limited. Adaptive transfer adjustment was studied to enhance the BDM to handle significant end-to-end performance changes in the dynamic network environments as well as to control the data transfers for the desired transfer performance. We describe the results from our hands-on data transfer management experience in the climate research community. We study a practical transfer estimation model and state our initial results from the adaptive transfer adjustment methodology. 

Mehmet Balman, Evangelos Chaniotakis, Arie Shoshani, Alex Sim, "A Flexible Reservation Algorithm for Advance Network Provisioning", ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, New Orleans, LA, November 2010 (SC'10)., New Orleans, LA, IEEE Computer Society Washington, DC, USA ISBN: 978-1-4244-7559-, November 14, 2010, LBNL 4017E, doi: http://dx.doi.org/10.1109/SC.2010.4

Many scientific applications need support from a communication infrastructure that provides predictable performance, which requires effective algorithms for bandwidth reservations. Network reservation sys- tems such as ESnet’s OSCARS, establish guaranteed bandwidth of secure virtual circuits for a certain bandwidth and length of time. However, users currently cannot inquire about bandwidth availability, nor have alternative suggestions when reservation requests fail. In general, the number of reservation options is exponential with the number of nodes n, and current reservation commitments. We present a novel approach for path finding in time-dependent networks taking advantage of user-provided parameters of total volume and time constraints, which produces options for earliest completion and shortest duration. The theoretical complexity is only O(n2r2) in the worst-case, where r is the number of reservations in the desired time interval. We have implemented our algorithm and developed efficient methodologies for incorporation into network reservation frameworks. Performance measurements confirm the theoretical predictions. 

D. Hasenkamp, A. Sim, M. Wehner, K. Wu, "Finding Tropical Cyclones on Clouds", Supercomputing 2010, ACM SRC 3rd place, 2010,

Patrick Oesterling, Gerik Scheuermann, Sven Teresniak, Gerhard Heyer, Steffen Koch, Thomas Ertl, Gunther H. Weber, "Two-stage Framework for a Topology-Based Projection and Visualization of Classified Document Collections", Proceedings IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST), Salt Lake City, Utah, USA, October 2010, LBNL 4074E,

Matt Bishop, Sophie Engle, Deborah A. Frincke, Carrie Gates, Frank L. Greitzer, Sean Peisert, Sean Whalen, "A Risk Management Approach to the "Insider Threat"", Insider Threats in Cyber Security, "Advances in Information Security" Series, edited by Christian W. Probst, Jeffrey Hunker, Matt Bishop, (Springer: September 2010) Pages: 115-138 doi: 10.1007/978-1-4419-7133-3_6

Mark Howison, Andreas Adelmann, E. Wes Bethel, Achim Gsell, Benedikt Oswald, Prabhat, "H5hut: A High-Performance I/O Library for Particle-Based Simulations", Proceedings of 2010 Workshop on Interfaces and Abstractions for Scientific Data Storage (IASDS10), Heraklion, Crete, Greece, September 2010, LBNL 4021E,

D. M. Ushizima, F. N. S. Medeiros, J. Cuadros, C. I. O. Martins, "Vessel Network Detection Using Contour Evolution and Color Components", Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, PubMed-MedLine, September 2010, 3129-3132,

C. Rycroft, D. M. Ushizima, R. Saye, C. M. Ghajar, J. A. Sethian, "Building a physical cell simulation and comparing with confocal microscopy", Bay Area Physical Sciences - Oncology Center (NCI) Meeting 2010, UCSF Medical Sciences, September 2010,

Borislava I. Simidchieva, Sophie J. Engle, Michael Clifford, Alicia Clay Jones, Sean Peisert, Matt Bishop, Lori A. Clarke, Leon J. Osterweil,, "Modeling Faults to Improve Election Process Robustness", Proceedings of the 2010 Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE), Washinton, D.C., USENIX, August 2010,

W. Yoo, S. Shi, W. J. Jeon, K. Nahrstedt, R. H. Campbell, "Real-time parallel remote rendering for mobile devices using graphics processing units", ICME '10: IEEE International Conference onMultimedia and Expo, July 19, 2010,

M. Howison, E. W. Bethel, and H. Childs, "Hybrid Parallelism for Volume Rendering on Large, Multi-core Systems", Journal of Physics: Conference Series, Proceedings of SciDAC 2010, Chattanooga, TN, USA, July 2010, LBNL 4024E,

D. Agarwal, M. Humphrey,N., Beekwilder, K. Jackson, M. Goode, and C. van Ingen, "A Data Centered Collaboration Portal to Support Global Carbon-Flux Analysis", Concurrency and Computation: Practice and Experience - Successes in Furthering Scientific Discovery, June 2010, LBNL 1827E,

Oliver Rübel, Sean Ahern, E. Wes Bethel, Mark. D Biggin, Hank Childs, Estelle Cormier-Michel, Angela DePace, Michael B. Eisen, Charless C. Fowlkes, Cameron G. R. Geddes, Hans Hagen, Bernd Hamann, Min-Yu Huang, Soile V. E. Keränen, David W. Knowles, Cris L. Luengo Hendriks, Jitendra Malik, Jeremy Meredith, Peter Messmer, Prabhat, Daniela Ushizima, Gunther H. Weber, and Kesheng Wu, "Coupling Visualization and Data Analysis for Knowledge Discovery from Multi-dimensional Scientific Data", Procedia Computer Science, Proceedings of International Conference on Computational Science, ICCS 2010, June 2010, LBNL 3669E,

Sean Peisert, "Fingerprinting Communication and Computation on HPC Machines", Lawrence Berkeley National Laboratory Technical Report, June 2010, LBNL LBNL-3483E,

M. Howison, E. W. Bethel, and H. Childs, "Hybrid Parallelism for Volume Rendering on Large, Multi-core Systems", Proceedings of Astronum 2010, San Diego, CA, USA, June 2010, LBNL 4024E,

Peter G. Neumann, Matt Bishop, Sean Peisert, Marv Schaefer, "Reflections on the 30th Anniversary of the IEEE Symposium on Security and Privacy", Proceedings of the 31st IEEE Symposium on Security and Privacy, Oakland/Berkeley, CA, IEEE Computer Society, May 2010, 3-13, doi: 10.1109/SP.2010.43

Mark Howison, E. Wes Bethel, Hank Childs, "MPI-hybrid Parallelism for Volume Rendering on Large, Multi-core Systems", In Proceedings of the Eurographics Symposium on Parallel Graphics and Visualization (EGPGV), Norköping, Sweden, May 2010, LBNL 3297E,

A.Uselton, K.Antypas, D.M.Ushizima, J.Sukharev, "File System Monitoring as a Window Into User I/O Requirements", CUG-2010, May 2010,

M. Balman, E. Chaniotakis, A. Shoshani, A. Sim, "A New Approach in Advance Network Reservation and Provisioning for High-Performance Scientific Data Transfers", 2010, LBNL 4091E,

D. M. Ushizima, F. Medeiros, "Retinopathy diagnosis from ocular fundus image analysis, Modeling and Analysis of Biomedical Image", SIAM Conference on Imaging Science (IS10), Chicago, Il, April 2010,

Sean Peisert, Matt Bishop, Keith Marzullo, "What Do Firewalls Protect? An Empirical Study of Firewalls, Vulnerabilities, and Attacks", UC Davis CS Technical Report CSE-2010-8, March 2010,

O. Rübel, G. H. Weber, M-Y Huang, E. W. Bethel, M. D. Biggin, C. C. Fowlkes, C. Luengo Hendriks, S. V. E. Keränen, M. Eisen, D. Knowles, J. Malik, H. Hagen and B. Hamann, "Integrating Data Clustering and Visualization for the Analysis of 3D Gene Expression Data", IEEE Transactions on Computational Biology and Bioinformatics, March 2010, 7:64-79, LBNL 382E,

D. M. Ushizima and J. Cuadros, "Ocular fundus for retinopathy characterization", Bay Area Vision Meeting, February 5, 2010,

Julian Cummings, Jay Lofstead, Karsten Schwan, Alexander Sim, Arie Shoshani, Ciprian Docan, Manish Parashar, Scott Klasky, Norbert Podhorszki, Roselyne Barreto, "EFFIS: An End-to-end Framework for Fusion Integrated Simulation", 18th Euromicro Conference on Parallel, Distributed and Network-based Processing, 2010,

Daniela Ushizima, Cameron Geddes, Estelle Cormier-Michel, E. Wes Bethel, Janet Jacobsen, Prabhat, Oliver Rubel, Gunther Weber, Bernard Hamann, Peter Messmer, Hans Hagen, "Automated detection and analysis of particle beams in laser-plasma accelerator simulations", Machine Learning, edited by Yagang Zhang, (In-Teh: February 2010) Pages: 367-389, LBNL 3845E,

G. Attebury, A. Baranovski, K. Bloom, B. Bockelman, D. Kcira, J. Letts, T. Levshina, C. Lundestedt, T. Martin, W. Maier, H. Pi, A. Rana, I. Sfiligoi, A. Sim, M. Thomas, F. Wuerthwein, "Roadmap for Applying Hadoop Distributed File System in Scientific Grid Computing", International Symposium on Grid Computing (ISGC), 2010,

Lavanya Ramakrishnan, Beth Plale, "A Multi-Dimensional Classification Model for Scientific Workflow Characteristics", Workshop on Workflow Approaches to New Data-centric Science, Indianapolis, Indiana, 2010,

Yogesh Simmhan, Lavanya Ramakrishnan, "Comparison of Resource Platform Selection Approaches for Scientific Workflows", 1st Workshop on Scientific Cloud Computing, co-located with ACM HPDC 2010 (High Performance Distributed Computing), Chicago, Illinois, 2010,

G. H. Weber, S. Ahern, E.W. Bethel, S. Borovikov, H.R. Childs, E. Deines, C. Garth, H. Hagen, B. Hamann, K.I. Joy, D. Martin, J. Meredith, Prabhat, D. Pugmire, O. Rübel, B. Van Straalen and K. Wu, "Recent Advances in VisIt: AMR Streamlines and Query-Driven Visualization", Numerical Modeling of Space Plasma Flows: Astronum-2009 (Astronomical Society of the Pacific Conference Series, 3185E, 2010, 429:329-334,

H Karimabadi, J Dorelli, HX Vu, B Loring, Y Omelchenko, Is Quadrupole Structure of Out-of-Plane Magnetic Field Evidence for Hall Reconnection?, MODERN CHALLENGES IN NONLINEAR PLASMA PHYSICS: A FESTSCHRIFT HONORING THE CAREER OF DENNIS PAPADOPOULOS, Pages: 137--+ 2010,

Y Simmhan, E Soroush, C Van Ingen, D Agarwal, L Ramakrishnan, "BReW: Blackbox resource selection for e-Science workflows", 2010 5th Workshop on Workflows in Support of Large-Scale Science, WORKS 2010, 2010, doi: 10.1109/WORKS.2010.5671857

Raj Kettimuthu, Alex Sim, Dan Gunter, Bill Allcock, Peer T. Bremer, John Bresnahan, Andrew Cherry, Lisa Childers, Eli Dart, Ian Foster, Kevin Harms, Jason Hick, Jason Lee, Michael Link, Jeff Long, Keith Miller, Vijaya Natarajan, Valerio Pascucci, Ken Raffenetti, David Ressman, Dean Williams, Loren Wilson, Linda Winkler, "Lessons learned from moving earth system grid data sets over a 20 Gbps wide-area network", HPDC 10, New York, NY, USA, ACM, 2010, 316--319, doi: 10.1145/1851476.1851519

E. A. Carvalho, D. M. Ushizima, F. N. S. Medeiros, C. I. O. Martins, R. C. P. Marques, I. N. S. Oliveira, "SAR imagery segmentation by statistical region growing and hierarchical merging", Digital Signal Processing, 2010, 20:1365-1378, doi: 10.1016/j.dsp.2009.10.014

L Ramakrishnan, C Guok, K Jackson, E Kissel, DM Swany, D Agarwal, "On-demand overlay networks for large scientific data transfers", CCGrid 2010 - 10th IEEE/ACM International Conference on Cluster, Cloud, and Grid Computing, 2010, 359--367, doi: 10.1109/CCGRID.2010.82

Kesheng Wu, Arie Shoshani, Kurt Stockinger, "Analyses of multi-level and multi-component compressed indexes", ACM Transactions on Database Systems, ACM, 2010, 35:1--52, doi: 10.1145/1670243.1670245

Oliver Rübel, Sean Ahern, E. Wes Bethel, D. Biggin, Hank Childs, Estelle, Angela DePace, Michael B. Eisen Charless C. Fowlkes, Cameron G. R. Geddes, Hagen, Bernd Hamann, Min-Yu Huang, Soile E. Keränen, David W. Knowles, Cris L. Hendriks, Jitendra Malik, Jeremy Meredith Peter Messmer, Prabhat, Daniela Ushizima, H. Weber, Kesheng Wu, "Coupling visualization and data analysis for knowledge from multi-dimensional scientific data", Procedia Computer Science, 2010, 1:1751--1758, doi: 10.1016/j.procs.2010.04.197

Hank Childs, David Pugmire, Sean Ahern, Brad Whitlock, Mark Howison, Prabhat, Gunther Weber, E. Wes Bethel, "Extreme Scaling of Production Visualization Software on Diverse Architectures", IEEE Computer Graphics and Applications, January 2010, 30:22--31, LBNL 3403E,

KR Jackson, L Ramakrishnan, K Muriki, S Canon, S Cholia, J Shalf, HJ Wasserman, NJ Wright, "Performance analysis of high performance computing applications on the Amazon Web Services cloud", Proceedings - 2nd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2010, 2010, 159--168, doi: 10.1109/CloudCom.2010.69

Kesheng Wu, Kamesh Madduri, Shane Cannon, "Multi-level bitmap indexes for flash memory storage", IDEAS, 2010, doi: 10.1145/1866480.1866497

DA Agarwal, M Humphrey, NF Beekwilder, KR Jackson, MM Goode, C Van Ingen, "A data-centered collaboration portal to support global carbon-flux analysis", Concurrency Computation Practice and Experience, 2010, 22:2323--2334, doi: 10.1002/cpe.1600

Ichitaro Yamazaki, Zhaojun Bai, Horst D. Simon Lin-Wang Wang, Kesheng Wu, "Adaptive Projection Subspace Dimension for the Lanczos Method", ACM Transactions on Mathematical Software, 2010, 37, doi: 10.1145/1824801.1824805

E. Wes Bethel, "Using wesBench to Study the Rendering Performance of Graphics Processing Units", 2010, LBNL 3025E,

M Bishop, J Cummins, S Peisert, A Singh, B Bhumiratana, D Agarwal, D Frincke, M Hogarth, "Relationships and data sanitization: A study in scarlet", Proceedings New Security Paradigms Workshop, January 2010, 151--163, doi: 10.1145/1900546.1900567

E. Pourabbas, A. Shoshani, "Improving Estimation Accuracy of Aggregate Queries on Data Cubes", Data & Knowledge Engineering 69 (2010), January 1, 2010, 69:50-72,

PT Bremer, GH Weber, V Pascucci, M Day, JB Bell, "Analyzing and tracking burning structures in lean premixed hydrogen flames", IEEE Transactions on Visualization and Computer Graphics, 2010, 16:248--260, LBNL 2276E, doi: 10.1109/TVCG.2009.69

Roger Curry, Cameron Kiddle, Rob Simmonds, Gilberto Z. Pastorello, "An On-line Collaborative Data Management System", Proceedings of the 6th Gateway Computing Environments Workshop (GCE 2010), New Orleans, LA, USA, 2010, doi: 10.1109/GCE.2010.5676120

Gladeston C. Leite, Daniela M. Ushizima, Fátima N. S. Medeiros, Gilson G. De Lima, "Wavelet Analysis for Wind Fields Estimation", Sensors, 2010, 10:5994--6016, doi: 10.3390/s100605994

A. Sim, D. Gunter, V. Natarajan, A. Shoshani, D. Williams, J. Long, J. Hick, J. Lee, E. Dart, "Efficient Bulk Data Replication for the Earth System Grid", Data Driven E-science: Use Cases and Successful Applications of Distributed Computing Infrastructures (ISGC 2010), (Springer-Verlag New York Inc: 2010) Pages: 435

Gilberto Z. Pastorello, Jaudete Daltio, Claudia M. B. Medeiros, "A Mechanism for Propagation of Semantic Annotations of Multimedia Content", Journal of Multimedia, 2010, 5:332-342, doi: 10.4304/jmm.5.4.332-342

S Cholia, D Skinner, J Boverhof, "NEWT: A RESTful service for building High: Performance Computing web applications", 2010 Gateway Computing Environments Workshop, GCE 2010, 2010, doi: 10.1109/GCE.2010.5676125

Scott Callaghan, Ewa Deelman, Dan Gunter, Gideon Juve, Philip Maechling, Christopher Brooks, Karan Vahi, Kevin Milner, Robert Graves, Edward Field, David Okaya, Thomas Jordan, "Scaling up Workflow-based Applications", Journal of Computer and System Sciences, 2010, 76:428--446,

John A. Gamon, Craig Coburn, Lawrence B. Flanagan, Karl F. Huemmrich, Kiddle, G. Arturo Sanchez-Azofeifa, Donnette R. Thayer, Loris Vescovo, Damiano Gianelli, Daniel A. Sims, Abdullah Faiz Rahman, Gilberto Z. Pastorello, "SpecNet Revisited: Bridging Flux and Remote Sensing Communities", Canadian Journal of Remote Sensing, 2010, 36:S376-S390, doi: 10.5589/m10-067

2009

Lavanya Ramakrishnan, Daniel Nurmi, Anirban Mandal, Charles Koelbel, Dennis Gannon, T. Mark Huang, Yang-Suk Kee, Graziano Oberteli, Kiran Thyagaraja, Rich Wolski, Asim Yarkhan, Dmitrii Zagorodnov, "VGrADS: Enabling e-Science Workflows on Grids and Clouds with Fault Tolerance", Proceedings of the ACM/IEEE SC2009 Conference on High Performance Computing, Networking, Storage and Analysis, Portland, Oregon, Portland, Oregon, 2009,

Scientific Data Management: Challenges, Technology, and Deployment, edited by Arie Shoshani and Doron Rotem, (Chapman & Hall/CRC Computational Science: December 2009)

Luke J. Gosink, Kesheng Wu, E. Wes Bethel, John D. Owens, Kenneth I. Joy, "Data Parallel Bin-Based Indexing for Answering Queries on Multi-core Architectures", SSDBM 2009, 2009, 110-129,

 

 

E. Wes Bethel, Hank Childs, Ajith Mascarenhas, Valerio Pascucci, and Prabhat, "Scientific Data Management Challenges in High Performance Visual Data Analysis", Scientific Data Management: Challenges, Existing Technology, and Deployment, edited by Arie Shoshani and Doron Rotem, (Chapman & Hall CRC Press: December 2009) LBNL 1449E,

O. Rübel, C.G.R. Geddes, E. Cormier-Michel, K. Wu, Prabhat, G.H. Weber, D.M. Ushizima, P. Messmer, H. Hagen, B. Hamann, and E.W. Bethel, "Automatic Beam Path Analysis of laser Wakefield Particle Acceleration Data", IOP Computational Science & Discovery, November 2009, 2, LBNL 2734E,

D. Pugmire, H. Childs, C. Garth, S. Ahern, G.H. Weber, "Scalable computation of streamlines on very large datasets", Proc. Supercomputing, Portland, OR, USA, November 2009, LBNL 3264E,

M. Nagappan, Kesheng Wu, M. A.Vouk, "Efficiently Extracting Operational Profiles from Execution Logs Using Suffix Arrays", 20th International Symposium on Software Reliability Engineering (ISSRE '09), November 1, 2009, doi: 10.1109/ISSRE.2009.23

An important software reliability engineering tool is operational profiles. In this paper we propose a cost effective automated approach for creating second generation operational profiles using execution logs of a software product. Our algorithm parses the execution logs into sequences of events and produces an ordered list of all possible subsequences by constructing a suffix array of the events. The difficulty in using execution logs is that the amount of data that needs to be analyzed is often extremely large (more than a million records per day in many applications). Our approach is very efficient. We show that our approach requires O(N) in space and time to discover all possible patterns in N events. We discuss a practical implementation of the algorithm in the context of the logs from a large cloud computing system.

Sean Peisert, Matt Bishop, Laura Corriss, Steven J. Greenwald, "Quis Custodiet ipsos Custodes? A New Paradigm for Analyzing Security Paradigms", Proceedings of the 2009 New Security Paradigms Workshop (NSPW), The Queen's College, Oxford, United Kingdom, ACM, September 2009, 133-144, doi: 10.1145/1719030.1719041

Matt Bishop, Sean Peisert, Candice Hoke, Mark Graff, David Jefferson, "E-Voting and Forensics: Prying Open the Black Box", Proceedings of the 2009 Electronic Voting Technology Workshop/Workshop on Trustworthy Elections (EVT/WOTE), Montreal, Canada, USENIX, August 2009,

A. Sim, A. Shoshani, F. Donno, J. Jensen, Storage Resource Manager Interface Specification V2.2 Implementations Experience Report, Open Grid Forum, GFD.154, 2009,

D. N. Williams, R. Ananthakrishnan, D. E. Bernholdt, S. Bharathi, D. Brown, M. Chen, A. L. Chervenak, L. Cinquini, R. Drach, I. T. Foster, P. Fox, D. Fraser, J. Garcia, S. Hankin, P. Jones, D. E. Middleton, J. Schwidder, R. Schweitzer, R. Schuler, A. Shoshani, F. Siebenlist, A. Sim, W. G. Strand, M. Su, N. Wilhelmi, "The Earth System Grid: Enabling Access to Multimodel Climate Simulation Data", American Meteorological Society, 2009, 90(2):195-205,

G. Attebury, A. Baranovski, K. Bloom, B. Bockelman, D. Kcira, J. Letts, T. Levshina, C. Lundestedt, T. Martin, W. Maier, H. Pi, A. Rana, I. Sfiligoi, A. Sim, M. Thomas, F. Wuerthwein, "Hadoop Distributed File System for the Grid", IEEE Nuclear Science Symposium, 2009,

E. W. Bethel, C. Johnson, S. Ahern, J. Bell, P.-T. Bremer, H. Childs, E. Cormier-Michel, M. Day, E. Deines, T. Fogal, C. Garth, C. G. R. Geddes, H. Hagen, B. Hamann, C. Hansen, J. Jacobsen, K. Joy, J. Kruger, J. Meredith, P. Messmer, G. Ostrouchov, V. Pascucci, K. Potter, Prabhat, D. Pugmire, O. Rubel, A. Sanderson, C. Silva, D. Ushizima, G. Weber, B. Whitlock, K. Wu, "Occam's Razor and Petascale Visual Data Analysis", SciDAC 2009, J. of Physics: Conference Series, San Diego, California, July 2009, LBNL 2210E,

N. Shah, N., S. E. Dillard, G.H. Weber, B. Hamann, "Volume visualization of multiple alignment of large genomic DNA", Mathematical Foundations of Scientific Visualization, Computer Graphics, and Massive Data Exploration, edited by Torsten Moller and Bernd Hamann and Robert Russell, (Springer-Verlag: July 2009) Pages: 325-342, LBNL 63126,

Luke Gosink, Kesheng Wu, E. Wes Bethel, John D. Owens, Kenneth I. Joy, "Data Parallel Bin-based Indexing for Answering Queries on Multi-core Architecture", Proceedings of the 21st International Conference on Scientific and Statistical Database Management (SSDBM), June 2009, 5566:110-129, LBNL 2211E,

E. Wes Bethel, Oliver Rübel, Prabhat, Kesheng Wu, Gunther H. Weber, Valerio Pascucci, Hank Childs, Ajith Mascarenhas, Jeremy Meredith, and Sean Ahern, "Modern Scientific Visualization is More than Just Pretty Pictures", Numerical Modeling of Space Plasma Flows: Astronum-2008 (Astronomical Society of the Pacific Conference Series, St. Thomas, USVI, June 2009, 301-317, LBNL 1450E,

Shoaib Kamil, Cy Chan, Samuel Williams, Leonid Oliker, John Shalf, Mark Howison, E. Wes Bethel, Prabhat, "A Generalized Framework for Auto-tuning Stencil Computations", BEST PAPER AWARD - Cray User Group Conference (CUG), Atlanta, GA, May 4, 2009, LBNL 2078E,

Best Paper Award

J. Jensen, R. Downing, D. Ross, A. Sim, "Practical Grid Storage Interoperation", Journal of Grid Computing, 2009, 7:3, doi: 10.1007/s10723-009-9127-2

M. Riedel, E. Laure, Th. Soddemann, L. Field, J. P. Navarro, J. Casey, M. Litmaath, J. Ph. Baud, B. Koblitz, C. Catlett, D. Skow, C. Zheng, P. M. Papadopoulos, M. Katz, N. Sharma, O. Smirnova, B. Kónya, P. Arzberger, F. Würthwein, A. S. Rana, T. Martin, M. Wan, V. Welch, T. Rimovsky, S. Newhouse, A. Vanni, Y. Tanaka, Y. Tanimura, T. Ikegami, D. Abramson, C. Enticott, G. Jenkins, R. Pordes, N. Sharma, S. Timm, N. Sharma, G. Moont, M. Aggarwal, D. Colling, O. van der Aa, A. Sim, V. Natarajan, A. Shoshani, J. Gu, S. Chen, G. Galang, R. Zappi, L. Magnoni, V. Ciaschini, M. Pace, V. Venturi, M. Marzolla, P. Andreetto, B. Cowles, S. Wang, Y. Saeki, H. Sato, S. Matsuoka, P. Uthayopas, S. Sriprayoonsakul, O. Koeroo, M. Viljoen, L. Pearlman, S. Pickles, David Wallom, G. Moloney, J. Lauret, J. Marsteller, P. Sheldon, S. Pathak, S. De Witt, J. Mencák, J. Jensen, M. Hodges, D. Ross, S. Phatanapherom, G. Netzer, A. R. Gregersen, M. Jones, S. Chen, P. Kacsuk, A. Streit, D. Mallmann, F. Wolf, T. Lippert, Th. Delaitre, E. Huedo, N. Geddes, "Interoperation of world-wide production e-Science infrastructures", Concurrency and Computation: Practice and Experience, 2009, 21(8):961-990,

Arie Shoshani, Flavia Donno, Junmin Gu, Jason Hick, Maarten Litmaath, Alex Sim, "Dynamic Storage Management", Scientific Data Management: Challenges, Technology, and Deployment, edited by Arie Shoshani, Doron Rotem, (Chapman & Hall/CRC Computational Science: 2009)

M. Hlawitschka, G.H. Weber, A. Anwander, O.T. Carmichael, B. Hamann and G. Scheuermann, "Interactive Volume Rendering of Diffusion Tensor Data", Visualization and Processing of Tensor Fields: Advances and Perspectives, (Springer-Verlag: April 2009) Pages: 161-176, LBNL 2286E,

S. E. Dillard, V. Natarjan, G. H. Weber, V. Pascucci and B. Hamann, "Topology-guided Tessellation of Quadratic Elements", International Journal of Computational Geometry & Applications (IJCGA), April 2009, 19:195-211, LBNL 63771,

K Chard, W Tan, J Boverhof, R Madduri, I Foster, Wrap Scientific Applications as WSRE Grid Services using gRAVI, 2009 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, Pages: 83--+ 2009, doi: 10.1109/ICWS.2009.110

Lavanya Ramakrishnan, Daniel A. Reed, "Predictable Quality of Service Atop Degradable Distributed Systems", Journal of Cluster Computing, 2009,

John Shalf and Jason Hick (Arie Shoshani and Doron Rotem), "Storage Technology Fundamentals", Scientific Data Management: Challenges, Technology, and Deployment, Volume . Chapman & Hall/CRC, 2009,

C. G. R. Geddes, E Cormier-Michel, E. H. Esarey, C. B. Schroeder, J.-L. Vay, W. P. Leemans, D. L.. Bruhwiler, J. R. Cary, B. Cowan, M. Durant, P. Hamill, P. Messmer, P. Mullowney, C. Nieter, K. Paul, S. Shasharina, S. Veitzer, G. Weber, O. Rübel, D. Ushizima, Prabhat, E. W.Bethel, K. Wu, Large Fields for Smaller Facility Sources, SciDAC Review, Pages: 13-21, 2009,

M Pala, S Cholia, SA Rea, SW Smith, "Interoperable PKI data distribution in computational grids", International Journal of Grid and High Performance Computing, 2009, 1:56--73, doi: 10.4018/jghpc.2009040105

Kesheng Wu, Ekow Otoo, Kenji Suzuki, "Optimizing two-pass connected-component labeling", Pattern Analysis \& Applications, 2009, 12:117--135,

Luke J. Gosink, Kesheng Wu, E. Wes Bethel, D. Owens, Kenneth I. Joy, Data Parallel Bin-Based Indexing for Answering Queries Multi-core Architectures, Lecture Notes in Computer Science, Pages: 110--129 2009, doi: 10.1007/978-3-642-02279-1_9

Oliver R\ ubel, Cameron G R Geddes, Estelle, Kesheng Wu, Prabhat, Gunther H, Daniela M Ushizima, Peter Messmer, Hans, Bernd Hamann, Wes Bethel, "Automatic beam path analysis of laser wakefield acceleration data", Computational Science \& Discovery, 2009, 2:015005,

K Wu et al., "FastBit: Interactively Searching Massive Data", SciDAC 2009, 2009, LBNL 2164E, doi: 10.1088/1742-6596/180/1/012053

H Krishnan, C Garth, KI Joy, Time and streak surfaces for flow visualization in large time-varying data sets, IEEE Transactions on Visualization and Computer Graphics, Pages: 1267--1274 2009, doi: 10.1109/TVCG.2009.190

G. H. Weber, O. Rübel, M.-Y. Huang, A. H. DePace, C. C. Fowlkes, S. V. E. Keränen, C. L. Luengo Hendriks, H. Hagen, D. W. Knowles, J. Malik, M. D. Biggin and B. Hamann, "Visual exploration of three-dimensional gene expression using physical views and linked abstract views", IEEE Transactions on Computational Biology and Bioinformatics, 2009, 6:296-309, LBNL 63776, doi: 10.1109/TCBB.2007.70249

EW Bethel, C Johnson, S Ahern, J Bell, PT Bremer, H Childs, E Cormier-Michel, M Day, E Deines, T Fogal, C Garth, CGR Geddes, H Hagen, B Hamann, C Hansen, J Jacobsen, K Joy, J Krüger, J Meredith, P Messmer, G Ostrouchov, V Pascucci, K Potter, Prabhat, D Pugmire, O Rübel, A Sanderson, C Silva, D Ushizima, G Weber, B Whitlock, K Wu, "Occam s razor and petascale visual data analysis", Journal of Physics: Conference Series, 2009, 180, doi: 10.1088/1742-6596/180/1/012084

C. Garth, E. Deines, K. Joy, E. W. Bethel, H. Childs, G. Weber, S. Ahern, D. Pugmire, A. Sanderson, C. Johnson, Twists and Turns: Vector Field Visual Data Analysis for Petascale Computational Science, SciDAC Review, Pages: 10-21, 2009,

C. I. O. Martins, D. M. Ushizima, F. N. S. Medeiros, F. N. Bezerra, R. C. P. Marques, N. D. A. Mascarenhas, "Iterative Self-dual Reconstruction on Radar Image Recovery", Proc. of IEEE Workshop on Applications of Computer Vision, Snowbird, Utah, 2009, 37-42, LBNL 3846E,

PT Bremer, GH Weber, J Tierny, V Pascucci, MS Day, JB Bell, "A topological framework for the interactive exploration of large scale turbulent combustion", e-Science 2009 - 5th IEEE International Conference on e-Science, January 2009, 247--254, LBNL 3183E, doi: 10.1109/e-Science.2009.42

Lifeng He, Yuyan Chao, Kenji Suzuki, Kesheng, "Fast Connected-Component Labeling", Pattern Recognition, 2009, 42:1977--1987, doi: 10.1016/j.patcog.2008.10.013

Regis C. P. Marques, Fatima N. S. Medeiros, Daniela M. Ushizima, "Target Dectection on SAR Images Using Level Set Methods", IEEE Transactions on Systems, Man and Cybernetics, 2009, 39:214-222, LBNL 958E, doi: 10.1109/TSMCC.2008.2006685

E. Wes Bethel, "High Performance, Three-Dimensional Bilateral Filtering", 2009, LBNL 1601E,

Gilberto Z. Pastorello, Rodrigo D. A. Senra, Claudia M. B. Medeiros, "A standards-based framework to foster geospatial data and process interoperability", Journal of the Brazilian Computer Society, 2009, 15:13-26, doi: 10.1007/BF03192574

2008

Lavanya Ramakrishnan, Daniel A. Reed, "Performability Modeling for Scheduling and Fault Tolerance Strategies for Scientific Workflows", ACM/IEEE International Symposium on High Performance Distributed Computing, Boston Massachusetts, 2008,

O. Rübel, Prabhat, K. Wu, H. Childs, J. Meredith, C.G.R. Geddes, E. Cormier-Michel, S. Ahern, G.H. Weber, P. Messmer, H. Hagen, B. Hamann and E.W. Bethel, "High Performance Multivariate Visual Data Exploration for Extemely Large Data", Supercomputing (SC), Austin, Texas, USA, November 2008, LBNL 716E,

Matt Bishop, Mark Graff, Candice Hoke, David Jefferson, Sean Peisert, Resolving the Unexpected in Elections: Election Officials' Options, October 8, 2008,

O. Rübel, Prabhat, K. Wu, H. Childs, J. Meredith, C.G.R. Geddes, E. Cormier-Michel, S. Ahern, G.H. Weber, P. Messmer, H. Hagen, B. Hamann and E.W. Bethel, "Application of High-performance Visual Analysis Methods to Laser Wakefield Particle Acceleration Data", IEEE Visualization 2008, October 2008,

D. N. Williams, R. Ananthakrishnan, D. E. Bernholdt, S. Bharathi, D. Brown, M. Chen, A. L. Chervenak, L. Cinquini, R. Drach, I. T. Foster, P. Fox, S. Hankin, V. E. Henson, P. Jones, D. E. Middleton, J. Schwidder, R. Schweitzer, R. Schuler, A Shoshani, F. Siebenlist, A. Sim, W. G. Strand, N. Wilhelmi, M. Su, "Data Management and Analysis for the Earth System Grid", SciDAC Conference, 2008,

P. Jakl, J. Lauret, A. Hanushevsky, A. Shoshani, A. Sim, J. Gu, "Grid data access on widely distributed worker nodes using scalla and SRM", Journal of Physics: Conf. Ser., 2008, 119, doi: 10.1088/1742-6596/119/7/072019

Alex Sim, Arie Shoshani (Editors), Paolo Badino, Olof Barring, Jean‐Philippe Baud, Ezio Corso, Shaun De Witt, Flavia Donno, Junmin Gu, Michael Haddox‐Schatz, Bryan Hess, Jens Jensen, Andy Kowalski, Maarten Litmaath, Luca Magnoni, Timur Perelmutov, Don Petravick, Chip Watson, The Storage Resource Manager Interface Specification Version 2.2, Open Grid Forum, Document in Full Recommendation, GFD.129, 2008,

Sean Peisert, Keynote Address: Computer Forensics In Forensis, Third International IEEE Workshop on Systematic Approaches to Digital Forensic Engineering (IEEE/SADFE-2008) (held in conjunction with the 2008 IEEE Symposium on Security and Privacy), May 22, 2008,

B. Paul, S. Ahern, E. W. Bethel, E. Brugger, R. Cook, J. Daniel, K. Lewis, J. Owen, and D. Southard, "Chromium Renderserver: Scalable and Open Remote Rendering Infrastructure", IEEE Transactions on Visualization and Computer Graphics, May 2008, 14:627-639, LBNL 63693,

C S Chang, S Klasky, J Cummings, R. Samtaney, A Shoshani, L Sugiyama, D Keyes, S Ku, G Park, S Parker, N Podhorszki, H. Strauss, H Abbasi, M Adams, R Barreto, G Bateman, K Bennett, Y Chen, E D’Azevedo, C Docan, S Ethier, E Feibush, L Greengard, T Hahm, F Hinton, C Jin, A. Khan, A Kritz, P Krsti, T Lao, W Lee, Z Lin, J Lofstead, P Mouallem, M Nagappan, A Pankin, M Parashar, M Pindzola, C Reinhold, D Schultz, K Schwan, D. Silver, A Sim, D Stotler, M Vouk, M Wolf, H Weitzner, P Worley, Y Xiao, E Yoon, D Zorin, "Toward a first- principles integrated simulation of tokamak edge plasmas", Journal of Physics: Conf. Ser., 2008, 125, doi: 10.1088/1742-6596/125/1/012042

R Ananthakrishnan, D E Bernholdt, S Bharathi, D Brown, M Chen, A L Chervenak, L Cinquini, R Drach, I T Foster, P Fox, D Fraser, K Halliday, S Hankin, P Jones, C Kesselman, D E Middleton, J Schwidder, R Schweitzer, R Schuler, A Shoshani, F Siebenlist, A Sim, W G Strand, N Wilhelmi, M Su, D N Williams, "Building a global federation system for climate change research: the earth system grid center for enabling technologies (ESG-CET)", Journal of Physics: Conf. Ser., 2008, 78, doi: 10.1088/1742-6596/78/1/012050

C. C. Fowlkes, C. L. Luengo Hendriks, S. V. E. Keränen, G. H. Weber, O. Rübel, M.-Y. Huang, S. Chatoor, A. H. DePace, L. Simirenko, C. Henriquez, A. Beaton, R. Weiszmann, S. Celniker, B. Hamann, D. W. Knowles, M. D. Biggin, M. B. Eisen, J. Malik, "A Quantitative Spatio-temporal Atlas of Gene Expression in the Drosophila Blastoderm", Cell, April 18, 2008, 133:364-374,

G.H. Weber, V. Beckner, H. Childs, T. Ligocki, M. Miller, B. van Straalen, E.W. Bethel, "Visualization of Scalar Adaptive Mesh Refinement Data", Numerical Modeling of Space Plasma Flows: Astronum-2007 (Astronomical Society of the Pacific Conference Series), April 2008, 385:309-320, LBNL 220E,

Sean Peisert, Matt Bishop, Keith Marzullo, "Computer Forensics In Forensis", ACM Operating Systems Review (OSR), April 2008, 42:112-122, doi: 10.1109/TDSC.2007.1003

J. Chen, I. Yoon and E. W. Bethel, "Interactive, Internet Delivery of Visualization via Structured, Prerendered Multiresolution Imagery.", IEEE Transactions on Visualization and Computer Graphics, March 2008, 14:302-312, LBNL 62252,

W. Betts, L. Didenko, T. Freeman, P. Jakl, L. Hajdu, E. Hjort, K. Keahey, J. Lauret, D. Olson, A. Rose, I. Sakrejda, A. Sim, "STAR Grid Activities, OSG and Beyond", International Symposium on Grid Computing (ISGC), 2008,

E. Wes Bethel, Chris Johnson, Charles Hansen, Claudio Silva, Steven Parker, Allen Sanderson, Lee Myers, Martin Cole, Xavier Tricoche, Sean Ahern, George Ostrouchov, Dave Pugmire, Jamison Daniel, Jeremy Meredith, Valerio Pascucci, Hank Childs, Peer-Timo Bremer, Ajith Mascarenhas, Ken Joy, Bernd Hamann, Christoph Garth, Cecilia Aragon, Gunther Weber, and Prabhat, Seeing the Unseeable, SciDAC Review, Pages: 24-33, 2008,

A Baranovski, K Beattie, S Bharathi, J Boverhof, J Bresnahan, A Chervenak, I Foster, T Freeman, D Gunter, K Keahey, C Kesselman, R Kettimuthu, N Leroy, M Link, M Livny, R Madduri, G Oleynik, L Pearlman, R Schuler, B Tierney, Enabling petascale science: Data management, troubleshooting, and scalable science services, Journal of Physics: Conference Series, 2008, doi: 10.1088/1742-6596/125/1/012068

O. Rübel, G. H. Weber, M-Y Huang, E. W. Bethel, S. V. E. Keränen, C. C. Fowlkes, C. L. Luengo Hendriks, A. H. DePace, L. Simirenko, M. B. Eisen, M. D. Biggin, H. Hagen, J. Malik, D. W. Knowles and B. Hamann, "PointCloudXplore 2: Visual Exploration of 3D Gene Expression", Visualization of Large and Unstructured Data Sets, edited by C. Garth, H. Hagen, M. Hering-Bertram, (Gesellschaft fuer Informatik (GI): 2008) LBNL 249E,

William T.C. Kramer, John M. Shalf, E. Wes Bethel, D. Agarwal, Michael Banda, John Hules, Juan C. Meza, Leonid Oliker, Horst Simon, David Skinner, Francesca Verdier, Howard Walter, Michael Wehner, and Katherine Yelick, "HPC in 2016: A View Point from NERSC", Proceedings of the Cray User Group Conference, Helsinki, Finland, 2008,

Robert J. Fowler, Todd Gamblin, Gopi Kandaswamy, Anirban Mandal, Allan K. Porterfield, Lavanya Ramakrishnan, Daniel A. Reed, "Challenges of Scale: When All Computing Becomes Grid Computing", High Performance Computing and Grids in Action, (IOS Press: 2008)

Meiyappan Nagappan, Mladen A. Vouk, Kesheng Wu Alex Sim, Arie Shoshani, "Efficient Operational Profiling of Systems Using Arrays on Execution Logs", ISSRE, 2008, 313--314, doi: 10.1109/ISSRE.2008.45

S Cholia, RJ Porter, "Publication and protection of sensitive site information in a grid infrastructure", Proceedings CCGRID 2008 - 8th IEEE International Symposium on Cluster Computing and the Grid, 2008, 639--644, doi: 10.1109/CCGRID.2008.86

C Garth, H Krishnan, X Tricoche, T Bobach, KI Joy, Generation of accurate integral surfaces in time-dependent vector fields, IEEE Transactions on Visualization and Computer Graphics, Pages: 1404--1411 2008, doi: 10.1109/TVCG.2008.133

M Pala, S Cholia, SA Rea, SW Smith, "Extending PKI interoperability in computational grids", Proceedings CCGRID 2008 - 8th IEEE International Symposium on Cluster Computing and the Grid, 2008, 645--650, doi: 10.1109/CCGRID.2008.70

Gilberto Z. Pastorello, Rodrigo D. A. Senra, Claudia M. B. Medeiros, "Bridging the gap between geospatial resource providers and model developers", Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS 2008), Irvine, CA, USA, 2008, 379-382, doi: 10.1145/1463434.1463489

Luke J. Gosink, Kesheng Wu, E. Wes Bethel, John D. Owens, Kenneth I. Joy, "Bin-Hash Indexing: A Parallel Method for Fast Query Processing", 2008, LBNL 729E,

E. Wes Bethel, Oliver Rübel, Prabhat, Wu, Gunther H. Weber, Valerio Pascucci Hank Childs, Ajith Mascarenhas, Jeremy, Sean Ahern, "Modern Scientific Visualization is More than Just Pictures", Numerical Modeling of Space Plasma Flows: (Astronomical Society of the Pacific Series), St. Thomas, USVI, 2008, 301--317,

Gilberto Z. Pastorello, Luiz C. Gomes Jr, Claudia M. B. Medeiros, Andre Santanche, "Sensor Data Publication on the Web for Scientific Applications", Proceedings of the 4th International Conference on Web Information Systems and Technologies (WEBIST 2008), Funchal, Madeira, Portugal, 2008, 137-142, doi: 10.5220/0001515301370142

Kurt Stockinger, John Cieslewicz, Kesheng Wu, Rotem, Arie Shoshani, "Using Bitmap Indexing Technology for Combined and Text Queries", Annals of Information Systems, (Springer: 2008) Pages: 1--23

I. Yamazaki, K. Wu, H. Simon, "nu-TRLan User Guide version 1.0", 2008, LBNL 1288E,

M.-Y. Huang, O. Rübel, G.H. Weber, C.L. Luengo Hendriks, M.D. Biggin, H. Hagen, B. Hamann, "Segmenting Gene Expression Patterns of Early-stage Drosophila Embryos.", Mathematical Methods for Visualization in Medicine and Life Sciences, edited by L. Linsen, H. Hagen, B. Hamann, (Springer-Verlag: January 2008) Pages: 313--327, LBNL 62450,

Gilberto Z. Pastorello, Claudia M. B. Medeiros, Andre Santanche, "Accessing and Processing Sensing Data", Proceedings of the 11th IEEE International Conference on Computational Science and Engineering (CSE 2008), Sao Paulo, Brazil, 2008, 353--360, doi: 10.1109/CSE.2008.23

Rishi Rakesh Sinha, Marianne Winslett, Kesheng, Kurt Stockinger, Arie Shoshani, "Adaptive Bitmap Indexes for Space-Constrained", ICDE 2008, 2008, 1418--1420,

Luke J. Gosink, Kesheng Wu, E. Wes Bethel, D. Owens, Kenneth I. Joy, Bin-Hash Indexing: A Parallel Method For Fast Processing, 2008,

Gilberto Z. Pastorello, Jaudete Daltio, Claudia M. B. Medeiros, "Multimedia Semantic Annotation Propagation", Proceedings of the 1st IEEE International Workshop on Data Semantics for Multimedia Systems and Applications (DSMSA 2008), 10th IEEE International Symposium on Multimedia (ISM 2008), Berkeley, CA, USA, 2008, 509--514, doi: 10.1109/ISM.2008.77

Kesheng Wu, Kurt Stockinger, Arie Shosani, "Breaking the Curse of Cardinality on Bitmap Indexes", SSDBM 08, Springer, 2008, 348--365, doi: 10.1007/978-3-540-69497-7_23

Oliver R\ ubel, Prabhat, Kesheng Wu, Hank, Jeremy Meredith, Cameron G. R. Geddes, Cormier-Michel, Sean Ahern, Gunther H., Peter Messmer, Hans Hagen, Bernd Hamann E. Wes Bethel, Application of High-performance Visual Analysis to Laser Wakefield Particle Acceleration Data, IEEE Visualization 2008, 2008,

Oliver R\ ubel, Prabhat, Kesheng Wu, Hank, Jeremy Meredith, Cameron G. R. Geddes, Cormier-Michel, Sean Ahern, Gunther H., Peter Messmer, Hans Hagen, Bernd Hamann E. Wes Bethel, High Performance Multivariate Visual Data Exploration Extemely Large Data, SuperComputing 2008 (SC08), Pages: 51 2008,

C.I.O. Martins, R.M.S. Veras, G.L.B. Ramalho, F.N.S. Medeiros, D. M. Ushizima, "Automatic Microaneurysm Detection and Characterization Through Digital Color Fundus Images", Brazilian Artificial Intelligence Community Conference, Tenth Brazilian Symposium on Neural Networks, Proceedings of IEEE SBRN'2008, 2008,

Daniela Ushizima, Oliver Rübel, Prabhat, Gunther Weber, E. Wes Bethel, Cecilia Aragon, Cameron Geddes, Estelle Cormier-Michel, Bernd Hamann, Peter Messmer, Hans Hagen, "Automated Analysis for Detecting Beams in Laser Wakefield Simulations", 2008 Seventh International Conference on Machine Learning and Applications, Proceedings of IEEE ICMLA'08, 2008, 382-387, LBNL 960E,

Luke J. Gosink, John C. Anderson, E. Wes Bethel, Kenneth I. Joy, "Query-Driven Visualization of Time-Varying Adaptive Mesh Refinement Data", IEEE Transactions on Visualization and Computer Graphics, 2008, 14:1715-1722, LBNL 803E,

2007

L. Abadie, P. Badino, J. Baud, E. Corso, M. Crawford, S. De Witt, F. Donno, A. Forti, P. Fuhrmann,
G. Grosdidier, J. Gu , J. Jensen, S. Lemaitre, M. Litmaath, D. Litvinsev, G. Lo Presti, L. Magnoni, T. Mkrtchan, A. Moibenko, V. Natarajan, G. Oleynik, T. Perelmutov, D. Petravick, A. Shoshani, A. Sim, M. Sponza, R. Zappi,
"Storage Resource Managers: Recent International Experience on Requirements and Multiple Co-Operating Implementations", the 24th IEEE Conference on Mass Storage Systems and Technologies, 2007,

Sean Peisert, Matt Bishop, "I'm a Scientist, Not a Philosopher!", IEEE Security and Privacy, July 2007, 5(4):48-51, doi: 10.1109/MSP.2007.84

F. Donno, L. Abadie, P. Badino, J. Baud, E. Corso, M. Crawford, S. De Witt, A. Forti, P. Fuhrmann, G. Grosdidier, J. Gu , J. Jensen, S. Lemaitre, M. Litmaath, D. Litvinsev, G. Lo Presti, L. Magnoni, T. Mkrtchan, A. Moibenko, V. Natarajan, G. Oleynik, T. Perelmutov, D. Petravick, A. Shoshani, A. Sim, M. Sponza, R. Zappi, "Storage Resource Manager version 2.2: design, implementation, and testing experience", Journal of Physics: Conf. Ser., 2007, 119, doi: 10.1088/1742-6596/119/6/062028

Sean Peisert, Matt Bishop, Sidney Karin, Keith Marzullo,, "Analysis of Computer Intrusions Using Sequences of Function Calls", IEEE Transactions on Dependable and Secure Computing (TDSC), April 2007, 4(2):137-150, doi: 10.1109/TDSC.2007.1003

Sean Peisert, Matt Bishop, Sidney Karin, Keith Marzullo,, "Toward Models for Forensic Analysis", Proceedings of the Second International Workshop on Systematic Approaches to Digital Forensic Engineering (SADFE), IEEE, April 1, 2007, 3-15, doi: 10.1109/SADFE.2007.23

A Model of Forensic Analysis Using Goal-Oriented Logging, Sean P. Peisert, Ph.D. Dissertation, Dept. of Computer Science and Engineering, University of California, San Diego, March 2007,

Elaheh Pourabbas, Arie Shoshani, "Efficient Estimation of Joint Queries from Multiple OLAP Databases", ACM Transactions on Database Systems (TODS), March 1, 2007, Volume 3,

Dan Gunter, Brian L. Tierney, Aaron Brown, Martin Swany, John Bresnahan, Jennifer M. Schopf, "Log summarization and anomaly detection for troubleshooting distributed systems", Grid Computing, 2007 8th IEEE/ACM International Conference on, Washington, DC, USA, IEEE Computer Society, 2007, 226--234, doi: 10.1109/GRID.2007.4354137

Kesheng Wu, "FastBit Reference Manual", 2007, LBNL LBNL PUB/3192,

Shengyin Gu, Iain Anderson, Victor Kunin, Michael Cipriano, Minovitsky, Gunther H. Weber, Nina Amenta, Bernd Hamann Inna Dubchak, "TreeQ-VISTA: An Interactive Tree Visualization Tool with Functional Query Capabilities", Bioinformatics, 2007, 23:764--766, doi: 10.1093/bioinformatics/btl643

Lavanya Ramakrishnan, Yogesh Simmhan, Beth Plale, "Realization of Dynamically Adaptive Weather Analysis and Forecasting in LEAD", In Dynamic Data Driven Applications Systems Workshop (DDDAS) in conjunction with ICCS (Invited), Beijing, China, 2007,

Gunther H. Weber, Scott E. Dillard, Hamish Carr, Pascucci, Bernd Hamann, "Topology-Controlled Volume Rendering", IEEE Transactions on Visualization and Computer Graphics, 2007, 13:330--341, doi: 10.1109/TVCG.2007.47

Oliver G. Staadt, Vijay Natarjan, Gunther H. Weber, F. Wiley, B. Hamann, "Interactive Processing and Visualization of Image Data for Biomedical and Science Applications", BMC Cell Biology, 2007, 8:S10, doi: 10.1186/1471-2121-8-S1-S10

Gunther H. Weber, Peer-Timo Bremer, Valerio Pascucci, "Topological Landscapes: A Terrain Metaphor for Scientific Data", IEEE Transactions on Visualization and Computer Graphics Issue: Proceedings of IEEE Visualization 2007), 2007, 13:1416--1423, doi: 10.1109/TVCG.2007.70601

AR Fuller, H Krishnan, K Mahrous, B Hamann, KI Joy, Real-time procedural volumetric fire, Proceedings - I3D 2007, ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, Pages: 175--180 2007, doi: 10.1145/1230100.1230131

Kesheng Wu, Kurt Stockinger, Arie Shoshani, Performance of Multi-Level and Multi-Component Bitmap Indexes, 2007, doi: 10.1145/1670243.1670245

Shoaib Kamil, Pinar, Gunter, Lijewski, Oliker, John Shalf, "Reconfigurable hybrid interconnection for static and dynamic scientific applications", Conf. Computing Frontiers, 2007, 183-194, LBNL 60060,

Gilberto Z. Pastorello, C. M. B. Medeiros, Andre Santanche, "Applying Scientific Workflows to Manage Sensor Data", Proceedings of the 1st Brazilian e-Science Workshop (BreSci 2007), 22nd Brazilian Symposium on Databases (SBBD 2007), Joao Pessoa, Brazil, 2007, 9-18,

Frederick Reiss, Kurt Stockinger, Kesheng Wu, Shoshani, Joseph M. Hellerstein, "Enabling Real-Time Querying of Live and Historical Data", SSDBM 2007, 2007,

Andre Santanche, Claudia M. B. Medeiros, Gilberto Z. Pastorello, "User-author centered multimedia building blocks", Multimedia Systems Journal, 2007, 12:403-421, doi: 10.1007/s00530-006-0050-0

2006

Lavanya Ramakrishnan, Laura Grit, Adriana Iamnitchi, David Irwin, Aydan Yumerefendi, Jeff Chase, "Toward a Doctrine of Containment: Grid Hosting with Adaptive Resource Control", Proceedings of the ACM/IEEE SC2006 Conference on High Performance Computing, Networking, Storage and Analysis, Tampa, Florida, Tampa, Florida, 2006,

Elaheh Pourabbas, Arie Shoshani, "The Composite OLAP-Object Data Model: Removing an Unnecessary Barrier", International Conference on Scientific and Statistical Database Management (SSDBM) 2006, July 3, 2006, 291-300,

A. Shoshani, A. Sim, K. Stockinger, "RRS: Replica Registration Service for Data Grids", Lecture Notes in Computer Science, edited by Jean-Marc Pierson, (Springer-Verlag GmbH Publisher: 2006) Pages: 100-112

D. E. Middleton, D. E. Bernholdt, D. Brown, M. Chen, A. L. Chervenak, L. Cinquini, R. Drach, P. Fox, P. Jones, C. Kesselman, I. T. Foster, V. Nefedova, A. Shoshani, A. Sim, W. G. Strand, D. Williams, "Enabling worldwide access to climate simulation data: the earth system grid (ESG)", SciDAV Conference, 2006,

P. Jakl, J. Lauret, A. Hanushevky, A. Shoshani, A. Sim, "From rootd to Xrootd, from physical to logical files: experience on accessing and managing distributed data", Computing in High Energy Physics (CHEP), 2006,

E. Hjort, L. Hajdu, J. Lauret, D. Olson, A. Sim, A. Shoshani, "Data and Computational Grid Coupling in RHIC/STAR – An Analysis Scenario using SRM Technology", Computing in High Energy Physics (CHEP), 2006,

Matt Bishop, Sean Peisert, "Your Security Policy is What???", UC Davis CS Technical Report CSE-2006-20, March 2006,

Kurt Stockinger, E. Wes Bethel, Scott Campbell, Eli Dart, Kesheng Wu, Detecting distributed scans using high-performance visualization, SC 06, Pages: 82 2006,

K. Wu, K. Stockinger, A. Shoshani, Wes, "FastBit--Helps Finding the Proverbial Needle in a", 2006, LBNL LBNL-PUB/963,

F. Reiss, K. Stockinger, K. Wu, A. Shoshani J. M. Hellerstein, "Efficient analysis of live and historical streaming and its application to cybersecurity", 2006,

Lavanya Ramakrishnan, Mark S.C Reed, Jeffrey L. Tilson, Daniel A. Reed, "Grid Portals for Bioinformatics", Second International Workshop on Grid Computing Environments (GCE), Held in conjunction with ACM/IEEE Conference for High Performance Computing, Networking, Storage and Analysis, Tampa, Florida, 2006,

Lavanya Ramakrishnan, Brian O. Blanton, Howard M. Lander, Richard A. Luettich, Jr, Daniel A. Reed, Steven R. Thorpe, "Real-time Storm Surge Ensemble Modeling in a Grid Environment", Second International Workshop on Grid Computing Environments (GCE), Held in conjunction ACM/IEEE Conference for High Performance Computing, Networking, Storage and Analysis, Tampa, Florida, 2006,

Cris L. Luengo Hendriks, Soile V. E. Keränen, C. Fowlkes, Lisa Simirenko, Gunther H. Weber, H. DePace, Clara Henriquez, David W. Kaszuba, Hamann, Michael B. Eisen, Jitendra Malik, Damir Sudar, D. Biggin, David W. Knowles, "Three-dimensional Morphology and Gene Expression in the Drosophila Blastoderm at Cellular Resolution I: Data Acquisition Pipeline", Genome Biology, 2006, 7:R123, doi: 10.1186/gb-2006-7-12-r123

Kurt Stockinger, Kesheng Wu, "Bitmap Indices for Data Warehouses", Data Warehouses and OLAP: Concepts, Architectures and, (Idea Group, Inc.: 2006) Pages: 179--202

Kurt Stockinger, Kesheng Wu, Rene Brun, Canal, "Bitmap indices for fast end-user physics analysis in", Nuclear Instruments and Methods in Physics Research A: Accelerators, Spectrometers, Detectors and Equipment, 2006, 559:99--102,

Luke J. Gosink, John Shalf, Kurt Stockinger, Kesheng Wu, Wes Bethel, HDF5-FastQuery: Accelerating Complex Queries on HDF Datasets using Fast Bitmap Indices, SSDBM, Pages: 149-158 2006,

Kesheng Wu, Ekow Otoo, Arie Shoshani, "Optimizing bitmap indices with efficient compression", ACM Transactions on Database Systems, 2006, 31:1--38, doi: 10.1145/1132863.1132864

Luke Gosink, John Shalf, Kurt Stockinger, Wu, Wes Bethel, "HDF5-FastQuery: Accelerating Complex Queries on Datasets using Fast Bitmap Indices", SSDBM 2006, Vienna, Austria, July 2006, IEEE Computer Society Press., 2006, 149--158,

E. Wes Bethel, Scott Campbell, Eli Dart, Kurt Stockinger, Kesheng Wu, Accelerating Network Traffic Analysis Using Visualization, Symposium on Visual Analytics Science and Technology Baltimore, Maryland, USA, October 31 - November 2006, Pages: 115--122 2006,

E. Wes Bethel, Scott Campbell, Eli Dart, John Shalf, Kurt Stockinger, Kesheng Wu, High Performance Visualization using Query-Driven and Analytics, 2006,

2005

Bryan W. Reutter, Sang Oh, Grant T. Gullberg, Ronald H. Huesman, "Improved quantitation of dynamic SPECT via fully 4-D joint estimation of compartmental models and blood input function directly from projections", Nuclear Science Symposium Conference Record, 2005 IEEE, October 23, 2005, doi: 10.1109/NSSMIC.2005.1596802

Sean Peisert, Matt Bishop, Sidney Karin, Keith Marzullo,, "Principles-Driven Forensic Analysis", Proceedings of the 2005 New Security Paradigms Workshop (NSPW), Lake Arrowhead, CA, ACM, September 1, 2005, 85-93, doi: 10.1145/1146269.1146291

Sean Peisert, "Forensics for System Administrators", ;login:, August 2005, 30(4):34-42,

A. Shoshani, A. Sim, K. Stockinger, "RRS: Replica Registration Service for Data Grids", International Workshop on Data Management in Grids, 2005,

D. Bernholdt, S. Bharathi, D. Brown, K. Chanchio, M. Chen, A. Chervenak, L. Cinquini, B. Zrach, I. Foster, P. Fox, J. Garcia, C. Kesselman, R. Markel, D. Middleton, V. Nefedova, L. Pouchard, A. Shoshani, A. Sim, G. Strand, D. Williams, "The Earth System Grid: Supporting the Next Generation of Climate Modeling Research", IEEE, 2005, 93(3):485-495,

Arie Shoshani, Alex Sim, Kurt Stockinger, "Replica Registration Service Functional Interface Specification 1.0", 2005, LBNL 57520,

K. Wu, E. Otoo, "A simpler proof of the average case complexity of with path compression", 2005,

Kurt Stockinger, John Shalf, Wes Bethel, Kesheng Wu, DEX: Increasing the Capability of Scientific Data Analysis by Using Efficient Bitmap Indices to Accelerate Scientific Visualization, SSDBM, Pages: 35-44 2005,

M Humphrey, G Wasson, J Gawor, J Bester, S Lang, I Foster, S Pickles, M McKeown, K Jackson, J Boverhof, M Rodriguez, L Berkeley, S Meder, IEEE, State and events for web services: A comparison of five WS-resource framework and WS-notification implementations, 14th IEEE International Symposium on High Performance Distributed Computing, Proceedings, Pages: 3--13 2005,

Kesheng Wu, "FastBit: an efficient indexing technology for data-intensive science", Journal of Physics: Conference Series, IOP Publishing, 2005, 16:556--560, LBNL LBNL-2164E, doi: 10.1088/1742-6596/16/1/077

Kurt Stockinger, Kesheng Wu, Scott Campbell, Lau, Mike Fisk, Eugene Gavrilov, Alex, Christopher E. Davis, Rick Olinger, Rob, Jim Prewett, Paul Weber, Thomas P., E. Wes Bethel, Steve Smith, Network Traffic Analysis With Query Driven, SC 2005, 2005,

Kesheng Wu, Ekow Otoo, Arie Shoshani, "Optimizing Connected Component Labeling Algorithms", Proceedings of SPIE Medical Imaging Conference 2005, Diego, CA, 2005,

Kelvin K. Droegemeier, Dennis Gannon, Daniel Reed, Beth Plale, Jay Alameda, Tom Baltzer, Keith Brewster, Richard Clark, Ben Domenico, Sara Graves, Everette Joseph, Donald Murray, Rahul Ramachandran, Mohan Ramamurthy, Lavanya Ramakrishnan, John A. Rushing, Daniel Weber, Robert Wilhelmson, Anne Wilson, Ming Xue, Sepideh Yalda, "Service-Oriented Environments for Dynamically Interacting with Mesoscale Weather", Computing in Science and Engg., 2005, 7:12--29, doi: http://dx.doi.org/10.1109/MCSE.2005.124

Kesheng Wu, Junmin Gu, Jerome Lauret, Arthur Poskanzer, Arie Shoshani, Alexander Sim, Zhang, "Grid Collector: Facilitating Efficient Selective from Data Grids", International Supercomputer Conference 2005, 2005,

Kesheng Wu, Ekow Otoo, Kenji Suzuki, "Two Strategies to Speed up Connected Component Algorithms", 2005,

E. Wes Bethel, Scott Campbell, Eli Dart, Lee, Steven A. Smith, Kurt Stockinger, Tierney, Kesheng Wu, "Interactive Analysis of Large Network Data Collections Query-Driven Visualization", 2005,

Horst D. Simon, William T.C. Kramer, David H. Bailey, Michael J. Banda, E. Wes Bethel, Jonathan T. Carter, James M. Craw, William J. Fortney, John A. Hules, Nancy L. Meyer, Juan C. Meza, Esmond G. Ng, Lynn E. Rippe, William C. Saphir, Francesca Verdier, Howard A. Walter, Katherine A. Yelick, "Science-Driven Computing: NERSC's Plan for 2006-2010", 2005,

Kurt Stockinger, John Shalf, Wes Bethel, Wu, "Query-Driven Visualization of Large Data Sets", IEEE Visualization 2005, Minneapolis, MN, October 2005, 2005, 22, doi: 10.1109/VIS.2005.84

Claudia M. B. Medeiros, Jose Perez-Alcazar, Luciano Digiampietri, Gilberto Z. Pastorello, Andre Santanche, Ricardo S. Torres, Edmundo Madeira, Evandro Bacarin, "WOODSS and the Web: Annotating and Reusing Scientific Workflows", SIGMOD Record, 2005, 34:18-23, doi: 10.1145/1084805.1084810

2004

K. Wu, W. Zhang, A. Sim, J. Gu, A. Shoshani, "Grid Collector: an Event Catalog with Automated File Management", 2004, LBNL 55563,

Eric Hjort, Doug Olson, Jerome Lauret, Arie Shoshani, Alex Sim, "Production mode Data- Replication framework in STAR using the HRM Grid middleware", Computing in High Energy Physics, 2004,

Alex Sim, Junmin Gu, Arie Shoshani, Vijaya Natarajan, "DataMover: Robust Terabytes-Scale Multi-file Replication over Wide-Area Networks", the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004,

Kesheng Wu, Wei-Ming Zhang, Victor, Jerome Lauret, Arie Shoshani, "The Grid Collector: Using an Event Catalog to Speed up Analysis in Distributed Environment", Proceedings of Computing in High Energy and Nuclear (CHEP) 2004, 2004,

Lavanya Ramakrishnan, "Securing Next-Generation Grids", IT Professional., 2004, 6:34-39,

K. Wu, A. Shoshani, E. J. Otoo, Word aligned bitmap compression method, data and apparatus, US Patent 6,831,575, 2004,

2003

Timothy J. Smith, Lavanya Ramakrishnan, "Joint Policy Management and Auditing in Virtual Organizations.", Grid Computing, Phoenix, Arizona, 2003, 117-124,

Elaheh Pourabbas, Arie Shoshani, "Answering Joint Queries from Multiple Aggregate OLAP Databases", Data Warehousing and Knowledge Discovery, 5th International Conference, DaWaK 2003, September 3, 2003, 24-34,

A. Sim, J. Gu, A. Shoshani, E. Hjort, D. Olson, "Experience with Deploying Storage Resource Managers to Achieve Robust File Replication", Computing in High Energy Physics, 2003,

D. Yu, J. Lauret, A. Shoshani, D. Oldon, E. Hjort, A. Sim, "The Design of High Performance Data Replication in the Grid Environment for the STAR Collaboration", Computing in High Energy Physics, 2003,

Arie Shoshani, Alexander Sim, Junmin Gu, "Storage Resource Managers: Essential Components for the Grid", Grid Resource Management: State of the Art and Future Trends, edited by Jarek Nabrzyski, Jennifer M. Schopf, Jan Weglarz, (Kluwer Academic Publishers: 2003)

Ann L. Chervenak, Ewa Deelman, Carl Kesselman, William E. Allcock, Ian T. Foster, Veronika Nefedova, Jason Lee, Alex Sim, Arie Shoshani, Bob Drach, Dean Williams, Don Middleton, "High-performance remote access to climate simulation data: a challenge problem for data grid technologies", Parallel Computing, 2003, 29(10):1335-1356,

L. Pouchard, L. Cinquini, B. Drach, D. Middleton, D. Bernholdt, K. Chanchio, I. Foster, V. Nefedova, D. Brown, P. Fox, J. Garcia, G. Strand, D. Williams, A. Chervenak, C. Kesselman, A. Shoshani, A. Sim, "An Ontology for Scientific Information in a Grid Environment: the Earth System Grid", the Symposium on Cluster Computing and the Grid (CCGrid), 2003,

Arie Shoshani, Alex Sim, Junmin Gu, Storage Resource Managers: Essential Components for Grid Applications, Globus World, 2003,

Kesheng Wu, Wei-Ming Zhang, Alexander Sim, Gu, Arie Shoshani, "Grid Collector: An Event Catalog With Automated File", Proceedings of IEEE Nuclear Science Symposium 2003, 2003, doi: 10.1109/NSSMIC.2003.1351830

Gunther H. Weber, Martin Öhler, Oliver Kreylos, John Shalf, Wes Bethel, Bernd Hamann, Gerik Scheuermann, "Parallel Cell Projection Rendering of Adaptive Mesh Refinement Data", IEEE Symposium on Parallel and Large-Data Visualization and Graphics, 2003, 51-60,

Dennis Gannon, Rachana Ananthakrishnan, Sriram, Madhusudhan Govindaraju, Lavanya, Aleksander Slominski, "Grid Web Services and Application Factories", Grid Computing: Making the Global Infrastructure a Reality, (Wiley: 2003)

E. Wes Bethel, Greg Abram, John Shalf, Randall Frank, Jim Ahrens, Steve Parker, N. Samatova, Mark Miller, Interoperability of Visualization Software and Data Models is NOT an Achievable Goal, IEEE Visualization, Pages: 607-610 2003,

T. J. Jankun-Kelly, Kreylos, Ma, Hamann, I. Joy, John Shalf, E. Wes Bethel, Deploying Web-Based Visual Exploration Tools on the Grid, IEEE Computer Graphics and Applications, Pages: 40-50 2003,

E. Wes Bethel, John Shalf, Grid-Distributed Visualizations Using Connectionless Protocols, IEEE Computer Graphics and Applications, Pages: 51-59 2003,

John Shalf, E. Wes Bethel, The Grid and Future Visualization System Architectures, IEEE Computer Graphics and Applications, Pages: 6-9 2003,

2002

Lavanya Ramakrishnan, Helen Nell Rehn, Jay, Rachana Ananthakrishnan, Madhusudhan, Aleksander Slominski, Kay Connelly Von Welch, Dennis Gannon, Randall Bramley, Hampton, "An Authorization Framework for a Grid Based Common Architecture", Proceedings of the 3rd International Workshop on Grid Baltimore, Maryland, Springer Press, 2002, 169--180,

Elaheh Pourabbas, Arie Shoshani, "Joint Queries Estimation from Multiple OLAP Databases", International Conference on Scientific and Statistical Database Management, 2002 (SSDBM’02), July 24, 2002,

A. Shoshani, A. Sim, J. Gu, "Storage Resource Managers: Middleware components for Grid Storage", the 19th IEEE Symposium on Mass Storage Systems, 2002,

Kesheng Wu, Ekow Otoo, Arie Shoshani, "An Efficient Compression Scheme For Bitmap Indices", 2002,

R. Stompor, A. Balbi, J.D. Borrill, P.G. Ferreira, S. Hanany, A.H. Jaffe, A.T. Lee, S. Oh, B. Rabii, P.L. Richards, G.F. Smoot, C.D. Winant, J.-H.P. Wu, "Making maps of the cosmic microwave background: The MAXIMA example", Physical Review D, January 2002, 65:022003, doi: 10.1103/PhysRevD.65.022003

Dennis Gannon, Randall Bramley, Geoffrey Fox, Shava Smallen, Al Rossi, Rachana Ananthakrishnan, Felipe Bertrand, Ken Chiu, Matt Farrellee, Madhu Govindaraju, Sriram Krishnan, Lavanya Ramakrishnan, Yogesh Simmhan, Alek Slominski, Yu Ma, Caroline Olariu, Nicolas Rey-Cenvaz, "Programming the Grid: Distributed Software Components, P2P and Grid Web Services for Scientific Applications", Journal of Cluster Computing, 2002, 5:325--336,

2001

B. Allcock, I. Foster, V. Nefedova, A. Chervenak, E. Deelman, C. Kesselman, J. Lee, A. Sim, A. Shoshani, B. Drach, D. Williams, "High-Performance Remote Access to Climate Simulation Data: A Challenge Problem for Data Grid Technologies", Super Computing 2001, 2001,

A. Sim, H. Nordberg, L.M. Bernardo, A. Shoshani, D. Rotem, "Experience with using CORBA to implement a file caching coordination system", Concurrency and Computation: Practice and Experience, 2001, 13:1-15,

D. Olson, E. Hjort, J. Lauret, M. Messer, A. Shoshani, A. Sim, "Non-shared Disk Cluster - A Fault Tolerant, Commodity Approach to Hi-Bandwidth Data Analysis", Computing in High Energy Physics, 2001,

E. Hjort, D. Olson, A. Sim, J. Yang, J. Lauret, M. Messer, "Data Grid Services in STAR, Initial Deployment: Site-to-Site File Replication", Computing in High Energy Physics, 2001,

L. Bernardo, B. Gibbard, D. Malon, H. Nordberg, D. Olson, R. Porter, A. Shoshani, A. Sim, A. Vaniachine, T. Wenaus, K. Wu, D. Zimmerman, "New Capabilities in the HENP Grand Challenge Storage Access System and its Application at RHIC", Journal of Computer Physics Communications, 2001,

A. Balbi, P. Ade, J. Bock, J. Borrill, A., P. De Bernardis, P. G. Ferreira, S., V. Hristov, A. H. Jaffe, A. T. Lee, S., E. Pascale, B. Rabii, P. L. Richards, G. F., R. Stompor, C. D. Winant, J. H. P. Wu, "Erratum: Constraints on Cosmological Parameters from MAXIMA-1", Astrophysical Journal Letters, January 2001, 558:L145-L145, doi: 10.1086/323608

J.H.P. Wu, A. Balbi, J. Borrill, P.G. Ferreira, S. Hanany, A.H. Jaffe, A.T. Lee, S. Oh, B. Rabii, P.L. Richards, G.F. Smoot, R. Stompor, C.D. Winant, "Asymmetric beams in cosmic microwave background anisotropy experiments", Astrophysical Journal, Supplement Series, January 2001, 132:1-17, doi: 10.1086/318947

Gunther H. Weber, Oliver Kreylos, Terry J. Ligocki, Jonh Shalf, Hans Hagen, Bernd Hamann, Ken I. Joy, Kwan-Liu Ma, "High-quality Volume Rendering of Adaptive Mesh Refinement Data", VMV, 2001, 121-128,

A.H. Jaffe, P.A.R. Ade, A. Balbi, J.J. Bock, J.R. Bond, J. Borrill, A. Boscaleri, K. Coble, B.P. Crill, P. De Bernardis, P. Farese, P.G. Ferreira, K. Ganga, M. Giacometti, S. Hanany, E. Hivon, V.V. Hristov, A. Iacoangeli, A.E. Lange, A.T. Lee, L. Martinis, S. Masi, P.D. Mauskopf, A. Melchiorri, T. Montroy, C.B. Netterfield, S. Oh, E. Pascale, F. Piacentini, D. Pogosyan, S. Prunet, B. Rabii, S. Rao, P.L. Richards, G. Romeo, J.E. Ruhl, F. Scaramuzzi, D. Sforna, G.F. Smoot, R. Stompor, C.D. Winant, J.H.P. Wu, "Cosmology from MAXIMA-1, BOOMERANG, and COBE DMR cosmic microwave background observations", Physical Review Letters, January 2001, 86:3475-3479, doi: 10.1103/PhysRevLett.86.3475

2000

S. Hanany, P. Ade, A. Balbi, J. Bock, J., A. Boscaleri, P. de Bernardis, P. G., V. V. Hristov, A. H. Jaffe, A. E., A. T. Lee, P. D. Mauskopf, C. B. Netterfield, S., E. Pascale, B. Rabii, P. L. Richards, G. F., R. Stompor, C. D. Winant, J. H. P. Wu, "MAXIMA-1: A Measurement of the Cosmic Microwave Background Anisotropy on Angular Scales of 10 -5\deg", Astrophysical Journal Letters, December 2000, 545:L5-L9, doi: 10.1086/317322

A. Shoshani, A. Sim, L.M. Bernerdo, H. Nordberg, "Coordinating Simultaneous Caching of File Bundles from Tertiary Storage", International Conference on Scientific and Statistical Database Management (SSDBM), 2000,

L. M. Bernardo, B. Gibbard, D. Malon, H. Nordberg, D. Olson, R. Porter, A. Shoshani, A. Sim, A. Vaniachine, T. Wenaus, K. Wu, D. Zimmerman, "New Capabilities in the HENP Grand Challenge Storage Access System and its Application at RHIC", Computing in High Energy Physics, 2000,

L. M. Bernardo, A. Shoshani, A. Sim, H. Nordberg, "Access Coordination Of Tertiary Storage For High Energy Physics Applications", the 17th IEEE Symposium on Mass Storage Systems, 2000,

A. Sim, A. Shoshani, HRM: Hierarchical Resource Manager, Globus World, 2000,

A. Sim, A. Shoshani, L. M. Bernardo, H. Nordberg, A Storage Access Coordination System for Perabyte Scale Scientific Data, IONA World, 2000,

Kesheng Wu, Horst Simon, "Thick-restart Lanczos method for large symmetric problems", SIAM J. Matrix Anal. Appl., 2000, 22:602--616,

A. Balbi, P. Ade, J. Bock, J. Borrill, A. Boscaleri, P. De Bernardis, P.G. Ferreira, S. Hanany, V. Hristov, A.H. Jaffe, A.T. Lee, S. Oh, E. Pascale, B. Rabii, P.L. Richards, G.F. Smoot, R. Stompor, C.D. Winant, J.H.P. Wu, "Constraints on cosmological parameters from MAXIMA-1", Astrophysical Journal, January 2000, 545:L1-L4, doi: 10.1086/317323

1999

A. Sim, H. Nordberg, L. M. Bernardo, A. Shoshani, D. Rotem, "Storage Access Coordination Using CORBA", Distributed Objects and Application, 1999, 168-175,

A. Shoshani, L.M. Bernardo, H. Nordberg, D. Rotem and A. Sim, "Multidimensional Indexing and Query Coordination for Tertiary Storage Management", International Conference on Scientific and Statistical Database Management, 1999, 214-225,

Kesheng Wu, Horst Simon, TRLAN user guide, 1999,

K. Wu, A. Canning, H.D. Simon, L.-W. Wang, "Thick-Restart Lanczos Method for Electronic Structure Calculations", Journal of Computational Physics, 1999, 154:156-173, doi: 10.1006/jcph.1999.6306

Kesheng Wu, Horst Simon, "A Parallel Lanczos method for symmetric generalized problems", Computing and Visualization in Science, 1999, 2:37--46,

Kesheng Wu, Horst D. Simon, "Dynamic Restarting Schemes For Eigenvalue Problems", 1999,

Kesheng Wu, Horst Simon, "An Evaluation of Parallel Shift-and-Invert Lanczos", Proceedings of The 1999 International Conference on and Distributed Processing Techniques and Las Vegas, Nevada, June 28 - July 1, 1999, 2913--19,

Kesheng Wu, Horst Simon, "Parallel Efficiency of the Lanczos method for problems", Berkeley, CA, 1999,

Kesheng Wu, Andrew Canning, Horst D. Simon, Wang, "Thick-Restart Lanczos method for electronic calculations", Journal of Computational Physics, 1999, 154:156--173,

1998

L.M. Bernardo, D. Rotem, A. Shoshani, H. Nordberg, A. Sim, "Using Access Patterns to Partition Large Datasets on Tertiary Storage in Order to Minimize Retrieval Costs", 1998, LBNL 41504,

A. Shoshani, L.M. Bernardo, H. Nordberg, D. Rotem, A. Sim, "Storage Management for High Energy Physics Applications", Computing in High Energy Physics, 1998,

Kesheng Wu, Andrew Canning, Horst D. Simon, "A new Lanczos method for electronic structure", Proceedings of ACM/IEEE SC98 Conference, November 1998, in Orlando, FL, New York, NY, IEEE, 1998,

1996

A. Sim, B. Parvin, P. Keagy, "Invariant Representation and Classification of Fruits from X-ray Images", International Journal of Imaging Systems and Technology, 1996, 7:231-237,

1995

A. Sim, B. Parvin, P. Keagy, "Invariant Representation and Hierarchical Network for Inspection of Nuts from X-ray Images", IEEE International Conference on Neural Networks, 1995, II:738-743,

A. Sim, B. Parvin, P. Keagy, "Machine Vision Inspection of Insect Infested Pistachio Nuts from X-ray Images", Vision Interface, 1995, 17-22,

Y Amir, LE Moser, PM Melliar-Smith, DA Agarwal, P Ciarfella, "The Totem Single-Ring Ordering and Membership Protocol", ACM Transactions on Computer Systems (TOCS), 1995, 13:311--342, doi: 10.1145/210223.210224

1993

Kesheng Wu, Robert Savit, William Brock, "Statistical tests for deterministic effects in broad time series", Physica D, 1993, 69:172--188, doi: 10.1016/0167-2789(93)90188-7

1969

Bala Rajaratnam, Sang-Yun Oh, Michael T. Tsiang, Richard A. Olshen, "Successive Standardization: Application to Case-Control Studies", Topics in Applied Statistics, ( December 31, 1969) doi: 10.1007/978-1-4614-7846-1_19