Surendra Byna

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 9

Top Topics

Nearest Neighbor

Metadata Management

Scientific Data

Top Venues

Publications

Babak Behzad, Surendra Byna, Prabhat, Marc Snir
Optimizing I/O Performance of HPC Applications with Autotuning. ACM Trans. Parallel Comput. 5 (4) (2019)
Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu
ArrayUDF: User-Defined Scientific Data Analysis on Arrays. HPDC (2017)
Xiaocheng Zou, David A. Boyuka II, Dhara Desai, Daniel F. Martin, Surendra Byna, Kesheng Wu
AMR-aware in situ indexing and scalable querying. SpringSim (HPS) (2016)
Wenzhao Zhang, Houjun Tang, Steve Harenberg, Surendra Byna, Xiaocheng Zou, Dharshi Devendran, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova
AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications. CCGrid (2016)
Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. CoRR (2016)
Wenzhao Zhang, Houjun Tang, Stephen Ranshous, Surendra Byna, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova
Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications. IEEE BigData (2016)
Houjun Tang, Surendra Byna, Steve Harenberg, Xiaocheng Zou, Wenzhao Zhang, Kesheng Wu, Bin Dong, Oliver Rübel, Kristofer E. Bouchard, Scott Klasky, Nagiza F. Samatova
Usage Pattern-Driven Dynamic Data Layout Reorganization. CCGrid (2016)
Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. IPDPS (2016)
Bin Dong, Surendra Byna, Kesheng Wu
SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting. HPDC (2016)
Bin Dong, Surendra Byna, Kesheng Wu
Heavy-tailed distribution of parallel I/O system response time. PDSW@SC (2015)
Jialin Liu, Yong Chen, Surendra Byna
Collective Computing for Scientific Big Data Analysis. ICPP Workshops (2015)
Md. Mostofa Ali Patwary, Surendra Byna, Nadathur Rajagopalan Satish, Narayanan Sundaram, Zarija Lukic, Vadim Roytershteyn, Michael J. Anderson, Yushu Yao, Prabhat, Pradeep Dubey
BD-CATS: big data clustering at trillion particle scale. SC (2015)
Spyros Blanas, Surendra Byna
Towards Exascale Scientific Metadata Management. CoRR (2015)
Jinoh Kim, Bin Dong, Surendra Byna, Kesheng Wu
Security for the scientific data services framework. IEEE BigData (2015)
Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat
Techniques for modeling large-scale HPC I/O workloads. PMBS@SC (2015)
Prabhat, Surendra Byna, Venkatram Vishwanath, Eli Dart, Michael F. Wehner, William D. Collins
TECA: Petascale Pattern Recognition for Climate Science. CAIP (2) (2015)
Babak Behzad, Surendra Byna, Stefan M. Wild, Prabhat, Marc Snir
Dynamic Model-Driven Parallel I/O Performance Tuning. CLUSTER (2015)
Babak Behzad, Surendra Byna, Prabhat, Marc Snir
Pattern-driven parallel I/O tuning. PDSW@SC (2015)
Xiaocheng Zou, Kesheng Wu, David A. Boyuka II, Daniel F. Martin, Surendra Byna, Houjun Tang, Kushal Bansal, Terry J. Ligocki, Hans Johansen, Nagiza F. Samatova
Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data. CCGRID (2015)
Huong Luu, Marianne Winslett, William Gropp, Robert B. Ross, Philip H. Carns, Kevin Harms, Prabhat, Surendra Byna, Yushu Yao
A Multiplatform Study of I/O Behavior on Petascale Supercomputers. HPDC (2015)
Bin Dong, Surendra Byna, Kesheng Wu
Spatially clustered join on heterogeneous scientific data sets. IEEE BigData (2015)
Bin Dong, Surendra Byna, Kesheng Wu
Parallel query evaluation as a Scientific Data Service. CLUSTER (2014)
Hsuan-Te Chiu, Jerry Chi-Yuan Chou, Venkat Vishwanath, Surendra Byna, Kesheng Wu
Simplifying index file structure to improve I/O performance of parallel indexing. ICPADS (2014)
Spyros Blanas, Kesheng Wu, Surendra Byna, Bin Dong, Arie Shoshani
Parallel data analysis directly on scientific file formats. SIGMOD Conference (2014)
Babak Behzad, Surendra Byna, Stefan M. Wild, Prabhat, Marc Snir
Improving parallel I/O autotuning with performance modeling. HPDC (2014)
Jialin Liu, Surendra Byna, Bin Dong, Kesheng Wu, Yong Chen
Model-Driven Data Layout Selection for Improving Read Performance. IPDPS Workshops (2014)
E. Wes Bethel, Prabhat, Surendra Byna, Oliver Rübel, K. John Wu, Michael F. Wehner
Why high performance visual data analytics is both relevant and difficult. Visualization and Data Analysis (2013)
Bin Dong, Surendra Byna, Kesheng Wu
SDS: a framework for scientific data services. PDSW@SC (2013)
Kuan-Wu Lin, Surendra Byna, Jerry Chi-Yuan Chou, Kesheng Wu
Optimizing fastquery performance on lustre file system. SSDBM (2013)
Babak Behzad, Joey Huchette, Huong Vu Thanh Luu, Ruth A. Aydt, Surendra Byna, Yushu Yao, Quincey Koziol, Prabhat
A framework for auto-tuning HDF5 applications. HPDC (2013)
Jialin Liu, Surendra Byna, Yong Chen
Segmented analysis for reducing data movement. IEEE BigData (2013)
Bin Dong, Surendra Byna, Kesheng Wu
Expediting scientific data analysis with reorganization of data. CLUSTER (2013)
Babak Behzad, Huong Vu Thanh Luu, Joseph Huchette, Surendra Byna, Prabhat, Ruth A. Aydt, Quincey Koziol, Marc Snir
Taming parallel I/O complexity with auto-tuning. SC (2013)
Surendra Byna, Jerry Chi-Yuan 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, Kesheng Wu
Parallel I/O, analysis, and visualization of a trillion particle simulation. SC (2012)
Prabhat, Oliver Rübel, Surendra Byna, Kesheng Wu, Fuyu Li, Michael F. Wehner, Wes Bethel
TECA: A Parallel Toolkit for Extreme Climate Analysis. ICCS (2012)
Yanlong Yin, Surendra Byna, Huaiming Song, Xian-He Sun, Rajeev Thakur
Boosting Application-Specific Parallel I/O Optimization Using IOSIG. CCGRID (2012)
Babak Behzad, Joey Huchette, Huong Luu, Ruth A. Aydt, Quincey Koziol, Prabhat, Surendra Byna, Mohamad Chaarawi, Yushu Yao
Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications. SC Companion (2012)
Surendra Byna, Xian-He Sun
Special issue on Data Intensive Computing. J. Parallel Distributed Comput. 71 (2) (2011)
Dong Li, Surendra Byna, Srimat T. Chakradhar
Energy-Aware Workload Consolidation on GPU. ICPP Workshops (2011)
Surendra Byna, Jiayuan Meng, Anand Raghunathan, Srimat T. Chakradhar, Srihari Cadambi
Best-effort semantic document search on GPUs. GPGPU (2010)
Jiayuan Meng, Anand Raghunathan, Srimat T. Chakradhar, Surendra Byna
Exploiting the forgiving nature of applications for scalable parallel execution. IPDPS (2010)
Michela Becchi, Surendra Byna, Srihari Cadambi, Srimat T. Chakradhar
Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory. SPAA (2010)
Xian-He Sun, Surendra Byna, Donald J. Holmgren
Modeling Data Access Contention in Multicore Architectures. ICPADS (2009)
Zhibin Fang, Xian-He Sun, Yong Chen, Surendra Byna
Core-aware memory access scheduling schemes. IPDPS (2009)
Surendra Byna, Xian-He Sun
Special Issue of the Journal of Parallel and Distributed Computing: Data-Intensive Computing. J. Parallel Distributed Comput. 69 (11) (2009)
Surendra Byna, Yong Chen, Xian-He Sun
Taxonomy of Data Prefetching for Multicore Processors. J. Comput. Sci. Technol. 24 (3) (2009)
Yong Chen, Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp
Hiding I/O latency with pre-execution prefetching for parallel applications. SC (2008)
Surendra Byna, Yong Chen, Xian-He Sun
A Taxonomy of Data Prefetching Mechanisms. ISPAN (2008)
Surendra Byna, Yong Chen, Xian-He Sun, Rajeev Thakur, William Gropp
Parallel I/O prefetching using MPI file caching and I/O signatures. SC (2008)
Yong Chen, Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp
2008 International Conference on Parallel Processing September 8-12, 2008 Portland, Oregon Exploring Parallel I/O Concurrency with Speculative Prefetching. ICPP (2008)
Yong Chen, Surendra Byna, Xian-He Sun
Data access history cache and associated data prefetching mechanisms. SC (2007)
Xian-He Sun, Surendra Byna, Yong Chen
Improving Data Access Performance with Server Push Architecture. IPDPS (2007)
Xian-He Sun, Surendra Byna, Yong Chen
Server-Based Data Push Architecture for Multi-Processor Environments. J. Comput. Sci. Technol. 22 (5) (2007)
Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp
Automatic Memory Optimizations for Improving MPI Derived Datatype Performance. PVM/MPI (2006)
Surendra Byna, Xian-He Sun, Ryan Nakhoul
Memory Servers: A Scope of SOA for High-End Computing. IEEE SCC (2006)
Surendra Byna, Kirk W. Cameron, Xian-He Sun
Isolating Costs in Shared Memory Communication Buffering. Parallel Process. Lett. 15 (4) (2005)
Surendra Byna, Xian-He Sun, William Gropp, Rajeev Thakur
Predicting memory-access cost based on data-access patterns. CLUSTER (2004)
Surendra Byna, William D. Gropp, Xian-He Sun, Rajeev Thakur
Improving the Performance of MPI Derived Datatypes by Optimizing Memory-Access Cost. CLUSTER (2003)