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Bin Dong

bin
Bin Dong
Research Scientist
Computational Research Division, Data Science & Technology Department
Phone: 510-779-8060
Scientific Data Management Group
Lawrence Berkeley National Laboratory One Cyclotron Road
MS 50B 3244
Berkeley, California 94720 US

Position

Research Scientist, Scientific Data Management (SDM) Group, LBNL, Feb 2016 - Present

Postdoctoral Research Fellow, Scientific Data Management (SDM) Group, LBNL, Feb 2013 - Feb 2016.

Education

\item Ph.D. in Computer System Architecture, BeiHang University, BeiJing, China, January 2013.
\item B.S. in Computer Science and Technology (\footnotesize{Software Engineering Oriented}), \normalsize University of Electronic and Science Technology of China, June 2008. 

Ph.D. in Computer Science and Technology, Beihang University, China, January 2013.

B.S. in Computer Science and Technology, University of Electronic and Science Technology of China, June 2008. 

Research Interests

Bin's research interests are in scale scientific data management, parallel storage system, parallel computing, etc.  

Currently, Bin is exploring new algorithms and data structures for sorting, organizing, indexing, 
searching, analyzing Big scientific data (mostly as array) with supercomputers. 

One of interesting projects he is working on is: SDS: A Framework for Scientific Data Services

Full publication lists are here: Google Scholar

Journal Articles

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,

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,

Conference Papers

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), December 19, 2016,

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,

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,

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,

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,

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,

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

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", Parallel Processing (ICPP), 2016 45th International Conference on, January 1, 2016, 406--415,

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,

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,

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

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

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

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,

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

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,