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Publications

2014

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

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

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,

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

Lavanya Ramakrishnan, Sarah Poon, Gilberto Z. Pastorello, Daniel Gunter, Valerie Hendrix, Deborah Agarwal, "Scientist-Centered Design for eScience:A Tigres Case Study", IEEE eScience, 2014,

2013

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,

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)

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)

Valerie Hendrix, Lavanya Ramakrishnan, Youngryel Ryu, Catharine van Ingen, Keith R. Jackson, Deborah Agarwal, "CAMP: Community access MODIS pipeline", Future Generation Computer Systems, 2013,

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,

2012

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: 2012)

Devarshi Ghoshal, Lavanya Ramakrishnan, "FRIEDA: Flexible Robust Intelligent Elastic Data Management in Cloud Environments", The Third International Workshop on Data Intensive Computing in the Clouds (DataCloud 2012), 2012,

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

Daniel Gunter, Shreyas Cholia, Anubhav Jain, Michael Kocher, Kristin Persson, Lavanya Ramakrishnan, Shyue Ping Ong, Gerbrand Ceder, "Community Accessible Datastore of High-Throughput Calculations: Experiences from the Materials Project", 5th workshop on Many-Task Computing on Grids and Supercomputers (MTAGS), 2012,

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),

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,

2011

Devarshi Ghoshal, Richard Shane Canon, Lavanya Ramakrishnan, "I/O Performance of Virtualized Cloud Environments", The Second International Workshop on Data Intensive Computing in the Clouds (DataCloud-SC11), 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,

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,

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

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

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,

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

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,

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,

Lavanya Ramakrishnan, Chin Guok, Keith Jackson, Ezra Kissel, D. Martin Swany, Deborah Agarwal, "On-demand Overlay Networks for Large Scientific Data Transfers", 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010), Melbourne Australia, 2010,

Keith R. Jackson, Ramakrishnan, Muriki, Canon, Cholia, Shalf, J. Wasserman, Nicholas J. Wright, "Performance Analysis of High Performance Computing Applications on the Amazon Web Services Cloud", CloudCom, 2010, 159-168,

Yogesh Simmhan, Emad Soroush, Catharine van Ingen, Deb Agarwal, Lavanya Ramakrishnan, "BReW: Blackbox Resource Selection for e-Science Workflows", Fifth Workshop on Workflows in Support of Large-Scale Science (WORKS10), 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,

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,

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

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,

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)

2007

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,

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,

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,

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

2004

Lavanya Ramakrishnan, "Securing Next-Generation Grids", IT Professional., 2004, 6:34-39,

2003

Timothy J. Smith, Lavanya Ramakrishnan, "Joint Policy Management and Auditing in Virtual Organizations.", Grid Computing, Phoenix, Arizona, 2003, 117-124,

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)

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,

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,