Surendra Byna

According to our database, Surendra Byna authored at least 144 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

h5bench: A unified benchmark suite for evaluating HDF5 I/O performance on pre-exascale platforms.

Jean Luca Bez, Houjun Tang, M. Scot Breitenfeld, Huihuo Zheng, Wei-Keng Liao, Kaiyuan Hou, Zanhua Huang, Suren Byna

Concurr. Comput. Pract. Exp., July, 2024

PROV-IO$^+$+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems.

Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley

IEEE Trans. Parallel Distributed Syst., May, 2024

I/O Access Patterns in HPC Applications: A 360-Degree Survey.

Jean Luca Bez, Suren Byna, Shadi Ibrahim

ACM Comput. Surv., February, 2024

I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey.

Noah Lewis, Jean Luca Bez, Suren Byna

CoRR, 2024

Data Readiness for AI: A 360-Degree Survey.

Kaveen Hiniduma, Suren Byna, Jean Luca Bez

CoRR, 2024

AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI.

Kaveen Hiniduma, Suren Byna, Jean Luca Bez, Ravi Madduri

Proceedings of the 36th International Conference on Scientific and Statistical Database Management, 2024

A2FL: Autonomous and Adaptive File Layout in HPC through Real-time Access Pattern Analysis.

Dong Kyu Sung, Yongseok Son, Alex Sim, Kesheng Wu, Suren Byna, Houjun Tang, Hyeonsang Eom, Changjong Kim, Sunggon Kim

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

TunIO: An AI-powered Framework for Optimizing HPC I/O.

Neeraj Rajesh, Keith Bateman, Jean Luca Bez, Suren Byna, Anthony Kougkas, Xian-He Sun

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Message from the 2024 Workshops Chair and Vice-chair.

Ananth Kalyanaraman, Suren Byna

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Drilling Down I/O Bottlenecks with Cross-layer I/O Profile Exploration.

Hammad Ather, Jean Luca Bez, Yankun Xia, Suren Byna

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

The Art of Sparsity: Mastering High-Dimensional Tensor Storage.

Bin Dong, Kesheng Wu, Suren Byna

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

ION: Navigating the HPC I/O Optimization Journey using Large Language Models.

Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez, Suren Byna, Dong Dai

Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems, 2024

A High-Performance Collective I/O Framework Leveraging Node-Local Persistent Memory.

Keegan Sanchez, Alex Gavin, Suren Byna, Kesheng Wu, Xuechen Zhang

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

Object-Centric Data Management in HPC Workflows - A Case Study.

Chen Wang, Houjun Tang, Jean Luca Bez, Suren Byna

Proceedings of the IEEE International Conference on Cluster Computing, 2024

IDIOMS: Index-powered Distributed Object-centric Metadata Search for Scientific Data Management.

Wei Zhang, Houjun Tang, Suren Byna

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis.

Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Yongseok Son

J. Big Data, December, 2023

PROV-IO+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems.

Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley, Matthew Wolf

CoRR, 2023

Illuminating the I/O Optimization Path of Scientific Applications.

Hammad Ather, Jean Luca Bez, Boyana Norris, Suren Byna

Proceedings of the High Performance Computing - 38th International Conference, 2023

Evaluating Asynchronous Parallel I/O on HPC Systems.

John Ravi, Suren Byna, Quincey Koziol, Houjun Tang, Michela Becchi

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Efficient Asynchronous I/O with Request Merging.

Md. Kamal Hossain Chowdhury, Houjun Tang, Jean Luca Bez, Purushotham V. Bangalore, Suren Byna

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

AIIO: Using Artificial Intelligence for Job-Level and Automatic I/O Performance Bottleneck Diagnosis.

Bin Dong, Jean Luca Bez, Suren Byna

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

HiPC 2023 Student Research Symposium (HiPC SRS 2023).

Arnab K. Paul, Suren Byna

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

Runway: In-transit Data Compression on Heterogeneous HPC Systems.

John Ravi, Suren Byna, Michela Becchi

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

PSQS: Parallel Semantic Querying Service for Self-describing File Formats.

Chenxu Niu, Wei Zhang, Suren Byna, Yong Chen

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Transparent Asynchronous Parallel I/O Using Background Threads.

Houjun Tang, Quincey Koziol, John Ravi, Suren Byna

IEEE Trans. Parallel Distributed Syst., 2022

Real-time and post-hoc compression for data from Distributed Acoustic Sensing.

Bin Dong, Alex Popescu, Verónica Rodríguez Tribaldos, Suren Byna, Jonathan Ajo-Franklin, Kesheng Wu

Comput. Geosci., 2022

A Comparison of HDF5, Zarr, and netCDF4 in Performing Common I/O Operations.

Sriniket Ambatipudi, Suren Byna

CoRR, 2022

The LBNL Superfacility Project Report.

Deborah Bard, Cory Snavely, Lisa Gerhardt, Jason Lee, Becci Totzke, Katie Antypas, William Arndt, Johannes P. Blaschke, Suren Byna, Ravi Cheema, Shreyas Cholia, Mark R. Day, Bjoern Enders, Aditi Gaur, Annette Greiner, Taylor L. Groves, Mariam Kiran, Quincey Koziol, Tom Lehman, Kelly Rowland, Chris Samuel, Ashwin Selvarajan, Alex Sim, David Skinner, Laurie Stephey, Rollin C. Thomas, Gabor Torok

CoRR, 2022

Design and implementation of dynamic I/O control scheme for large scale distributed file systems.

Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Yongseok Son

Clust. Comput., 2022

Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDF5.

Sian Jin, Dingwen Tao, Houjun Tang, Sheng Di, Suren Byna, Zarija Lukic, Franck Cappello

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Accelerating Flash-X Simulations with Asynchronous I/O.

Rajeev Jain, Houjun Tang, Akash Dhruv, James Austin Harris, Suren Byna

Proceedings of the IEEE/ACM International Parallel Data Systems Workshop, 2022

Drishti: Guiding End-Users in the I/O Optimization Journey.

Jean Luca Bez, Hammad Ather, Suren Byna

Proceedings of the IEEE/ACM International Parallel Data Systems Workshop, 2022

Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling.

Sian Jin, Sheng Di, Jiannan Tian, Suren Byna, Dingwen Tao, Franck Cappello

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Kv2vec: A Distributed Representation Method for Key-value Pairs from Metadata Attributes.

Chenxu Niu, Wei Zhang, Suren Byna, Yong Chen

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

PROV-IO: An I/O-Centric Provenance Framework for Scientific Data on HPC Systems.

Runzhou Han, Suren Byna, Houjun Tang, Bin Dong, Mai Zheng

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Understanding Parallel I/O Performance and Tuning.

Suren Byna

Proceedings of the SNTA@HPDC 2022, 2022

Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load.

Jean Luca Bez, Ahmad Maroof Karimi, Arnab Kumar Paul, Bing Xie, Suren Byna, Philip H. Carns, Sarp Oral, Feiyi Wang, Jesse Hanley

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

HDF5 Cache VOL: Efficient and Scalable Parallel I/O through Caching Data on Node-local Storage.

Huihuo Zheng, Venkatram Vishwanath, Quincey Koziol, Houjun Tang, John Ravi, John Mainzer, Suren Byna

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

User-Defined Tensor Data Analysis, 2

Bin Dong, Kesheng Wu, Suren Byna

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-70749-1, 2021

Exploiting user activeness for data retention in HPC systems.

Wei Zhang, Suren Byna, Hyogi Sim, Sangkeun Lee, Sudharshan Vazhkudai, Yong Chen

Proceedings of the International Conference for High Performance Computing, 2021

Data-Aware Storage Tiering for Deep Learning.

Cong Xu, Suparna Bhattacharya, Martin Foltin, Suren Byna, Paolo Faraboschi

Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

SCTuner: An Autotuner Addressing Dynamic I/O Needs on Supercomputer I/O Subsystems.

Houjun Tang, Bing Xie, Suren Byna, Philip H. Carns, Quincey Koziol, Sudarsun Kannan, Jay F. Lofstead, Sarp Oral

Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis.

Jean Luca Bez, Houjun Tang, Bing Xie, David B. Williams-Young, Robert Latham, Robert B. Ross, Sarp Oral, Suren Byna

Proceedings of the 6th IEEE/ACM International Parallel Data Systems Workshop, 2021

An In-Depth I/O Pattern Analysis in HPC Systems.

Jiwoo Bang, Chungyong Kim, Kesheng Wu, Alex Sim, Suren Byna, Hanul Sung, Hyeonsang Eom

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights.

Bo Fang, Daoce Wang, Sian Jin, Quincey Koziol, Zhao Zhang, Qiang Guan, Suren Byna, Sriram Krishnamoorthy, Dingwen Tao

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load.

Bing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Tuning Parallel Data Compression and I/O for Large-scale Earthquake Simulation.

Houjun Tang, Suren Byna, N. Anders Petersson, David McCallen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables.

Qiao Kang, M. Scot Breitenfeld, Kaiyuan Hou, Wei-keng Liao, Robert B. Ross, Suren Byna

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

ExaHDF5: Delivering Efficient Parallel I/O on Exascale Computing Systems.

Suren Byna, M. Scot Breitenfeld, Bin Dong, Quincey Koziol, Elena Pourmal, Dana Robinson, Jérome Soumagne, Houjun Tang, Venkatram Vishwanath, Richard Warren

J. Comput. Sci. Technol., 2020

Interfacing HDF5 with a scalable object-centric storage system on hierarchical storage.

Jingqing Mu, Jérome Soumagne, Suren Byna, Quincey Koziol, Houjun Tang, Richard Warren

Concurr. Comput. Pract. Exp., 2020

GPU Direct I/O with HDF5.

John Ravi, Suren Byna, Quincey Koziol

Proceedings of the Fifth IEEE/ACM International Parallel Data Systems Workshop, 2020

Cross-facility science with the Superfacility Project at LBNL.

Bjoern Enders, Debbie Bard, Cory Snavely, Lisa Gerhardt, Jason Lee, Becci Totzke, Katie Antypas, Suren Byna, Ravi Cheema, Shreyas Cholia, Mark R. Day, Aditi Gaur, Annette Greiner, Taylor L. Groves, Mariam Kiran, Quincey Koziol, Kelly Rowland, Chris Samuel, Ashwin Selvarajan, Alex Sim, David Skinner, Rollin C. Thomas, Gabor Torok

Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020

Parallel Query Service for Object-centric Data Management Systems.

Houjun Tang, Suren Byna, Bin Dong, Quincey Koziol

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Predicting and Comparing the Performance of Array Management Libraries.

Donghe Kang, Oliver Rübel, Suren Byna, Spyros Blanas

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

DASSA: Parallel DAS Data Storage and Analysis for Subsurface Event Detection.

Bin Dong, Verónica Rodríguez Tribaldos, Xin Xing, Suren Byna, Jonathan Ajo-Franklin, Kesheng Wu

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Towards HPC I/O Performance Prediction through Large-scale Log Analysis.

Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Yongseok Son, Hyeonsang Eom

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

HPC Workload Characterization Using Feature Selection and Clustering.

Jiwoo Bang, Chungyong Kim, Kesheng Wu, Alex Sim, Suren Byna, Sunggon Kim, Hyeonsang Eom

Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020

Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems.

Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari

Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

2019

Optimizing I/O Performance of HPC Applications with Autotuning.

Babak Behzad, Surendra Byna, Prabhat, Marc Snir

ACM Trans. Parallel Comput., 2019

Parallel membership queries on very large scientific data sets using bitmap indexes.

Beytullah Yildiz, Kesheng Wu, Suren Byna, Arie Shoshani

Concurr. Comput. Pract. Exp., 2019

SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis.

Bin Dong, Kesheng Wu, Suren Byna, Houjun Tang

Proceedings of the High Performance Computing - 34th International Conference, 2019

Terabyte-scale Particle Data Analysis: An ArrayUDF Case Study.

Bin Dong, Patrick Kilian, Xiaocan Li, Fan Guo, Suren Byna, Kesheng Wu

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

Enabling Transparent Asynchronous I/O using Background Threads.

Houjun Tang, Quincey Koziol, Suren Byna, John Mainzer, Tonglin Li

Proceedings of the IEEE/ACM Fourth International Parallel Data Systems Workshop, 2019

Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected.

Tirthak Patel, Suren Byna, Glenn K. Lockwood, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2019

Sparse Data Management in HDF5.

John Mainzer, Neil Fortner, Gerd Heber, Elena Pourmal, Quincey Koziol, Suren Byna, Marc F. Paterno

Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019

Understanding Data Motion in the Modern HPC Data Center.

Glenn K. Lockwood, Shane Snyder, Suren Byna, Philip H. Carns, Nicholas J. Wright

Proceedings of the IEEE/ACM Fourth International Parallel Data Systems Workshop, 2019

Active Learning-based Automatic Tuning and Prediction of Parallel I/O Performance.

Megha Agarwal, Divyansh Singhvi, Preeti Malakar, Suren Byna

Proceedings of the IEEE/ACM Fourth International Parallel Data Systems Workshop, 2019

MIQS: metadata indexing and querying service for self-describing file formats.

Wei Zhang, Suren Byna, Houjun Tang, Brody Williams, Yong Chen

Proceedings of the International Conference for High Performance Computing, 2019

Exploring Metadata Search Essentials for Scientific Data Management.

Wei Zhang, Suren Byna, Chenxu Niu, Yong Chen

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

Analysis in the Data Path of an Object-Centric Data Management System.

Richard Warren, Jérome Soumagne, Jingqing Mu, Houjun Tang, Suren Byna, Bin Dong, Quincey Koziol

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications.

Houjun Tang, Suren Byna, Stephen Bailey, Zarija Lukic, Jialin Liu, Quincey Koziol, Bin Dong

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

A Zoom-in Analysis of I/O Logs to Detect Root Causes of I/O Performance Bottlenecks.

Teng Wang, Suren Byna, Glenn K. Lockwood, Shane Snyder, Philip H. Carns, Sunggon Kim, Nicholas J. Wright

Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

DCA-IO: A Dynamic I/O Control Scheme for Parallel and Distributed File Systems.

Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Teng Wang, Yongseok Son, Hyeonsang Eom

Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018

A year in the life of a parallel file system.

Glenn K. Lockwood, Shane Snyder, Teng Wang, Suren Byna, Philip H. Carns, Nicholas J. Wright

Proceedings of the International Conference for High Performance Computing, 2018

Evaluation of HPC Application I/O on Object Storage Systems.

Jialin Liu, Quincey Koziol, Gregory F. Butler, Neil Fortner, Mohamad Chaarawi, Houjun Tang, Suren Byna, Glenn K. Lockwood, Ravi Cheema, Kristy A. Kallback-Rose, Damian Hazen, Prabhat

Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018

ArrayBridge: Interweaving Declarative Array Processing in SciDB with Imperative HDF5-Based Programs.

Haoyuan Xing, Sofoklis Floratos, Spyros Blanas, Suren Byna, Prabhat, Kesheng Wu, Paul Brown

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Toward Transparent Data Management in Multi-Layer Storage Hierarchy of HPC Systems.

Bharti Wadhwa, Suren Byna, Ali Raza Butt

Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

IOMiner: Large-Scale Analytics Framework for Gaining Knowledge from I/O Logs.

Teng Wang, Shane Snyder, Glenn K. Lockwood, Philip H. Carns, Nicholas J. Wright, Suren Byna

Proceedings of the IEEE International Conference on Cluster Computing, 2018

UniviStor: Integrated Hierarchical and Distributed Storage for HPC.

Teng Wang, Suren Byna, Bin Dong, Houjun Tang

Proceedings of the IEEE International Conference on Cluster Computing, 2018

A Transparent Server-Managed Object Storage System for HPC.

Jingqing Mu, Jérome Soumagne, Houjun Tang, Suren Byna, Quincey Koziol, Richard Warren

Proceedings of the IEEE International Conference on Cluster Computing, 2018

Toward Scalable and Asynchronous Object-Centric Data Management for HPC.

Houjun Tang, Suren Byna, Francois Tessier, Teng Wang, Bin Dong, Jingqing Mu, Quincey Koziol, Jérome Soumagne, Venkatram Vishwanath, Jialin Liu, Richard Warren

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical Storage.

Bin Dong, Teng Wang, Houjun Tang, Quincey Koziol, Kesheng Wu, Suren Byna

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

DART: distributed adaptive radix tree for efficient affix-based keyword search on HPC systems.

Wei Zhang, Houjun Tang, Suren Byna, Yong Chen

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

ArrayBridge: Interweaving declarative array processing with high-performance computing.

Haoyuan Xing, Sofoklis Floratos, Spyros Blanas, Suren Byna, Prabhat, Kesheng Wu, Paul Brown

CoRR, 2017

UMAMI: a recipe for generating meaningful metrics through holistic I/O performance analysis.

Glenn K. Lockwood, Wucherl Yoo, Suren Byna, Nicholas J. Wright, Shane Snyder, Kevin Harms, Zachary Nault, Philip H. Carns

Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017

ArrayUDF: User-Defined Scientific Data Analysis on Arrays.

Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

SoMeta: Scalable Object-Centric Metadata Management for High Performance Computing.

Houjun Tang, Suren Byna, Bin Dong, Jialin Liu, Quincey Koziol

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

AMR-aware in situ indexing and scalable querying.

Xiaocheng Zou, David A. Boyuka II, Dhara Desai, Daniel F. Martin, Surendra Byna, Kesheng Wu

Proceedings of the 24th High Performance Computing Symposium, 2016

PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures.

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

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses.

Houjun Tang, Suren Byna, Steve Harenberg, Wenzhao Zhang, Xiaocheng Zou, Daniel F. Martin, Bin Dong, Dharshi Devendran, Kesheng Wu, David Trebotich, Scott Klasky, Nagiza F. Samatova

Proceedings of the 45th International Conference on Parallel Processing, 2016

SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

Data Elevator: Low-Contention Data Movement in Hierarchical Storage System.

Bin Dong, Suren Byna, Kesheng Wu, Prabhat, Hans Johansen, Jeffrey N. Johnson, Noel Keen

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications.

Wenzhao Zhang, Houjun Tang, Steve Harenberg, Surendra Byna, Xiaocheng Zou, Dharshi Devendran, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Usage Pattern-Driven Dynamic Data Layout Reorganization.

Houjun Tang, Surendra Byna, Steve Harenberg, Xiaocheng Zou, Wenzhao Zhang, Kesheng Wu, Bin Dong, Oliver Rübel, Kristofer E. Bouchard, Scott Klasky, Nagiza F. Samatova

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications.

Wenzhao Zhang, Houjun Tang, Stephen Ranshous, Surendra Byna, Daniel F. Martin, Kesheng Wu, Bin Dong, Scott Klasky, Nagiza F. Samatova

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Towards Exascale Scientific Metadata Management.

Spyros Blanas, Surendra Byna

CoRR, 2015

Techniques for modeling large-scale HPC I/O workloads.

Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat

Proceedings of the 6th International Workshop on Performance Modeling, 2015

BD-CATS: big data clustering at trillion particle scale.

Md. Mostofa Ali Patwary, Surendra Byna, Nadathur Rajagopalan Satish, Narayanan Sundaram, Zarija Lukic, Vadim Roytershteyn, Michael J. Anderson, Yushu Yao, Prabhat, Pradeep Dubey

Proceedings of the International Conference for High Performance Computing, 2015

Heavy-tailed distribution of parallel I/O system response time.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 10th Parallel Data Storage Workshop, 2015

Pattern-driven parallel I/O tuning.

Babak Behzad, Surendra Byna, Prabhat, Marc Snir

Proceedings of the 10th Parallel Data Storage Workshop, 2015

Collective Computing for Scientific Big Data Analysis.

Jialin Liu, Yong Chen, Surendra Byna

Proceedings of the 44th International Conference on Parallel Processing Workshops, 2015

A Multiplatform Study of I/O Behavior on Petascale Supercomputers.

Huong Luu, Marianne Winslett, William Gropp, Robert B. Ross, Philip H. Carns, Kevin Harms, Prabhat, Surendra Byna, Yushu Yao

Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

Dynamic Model-Driven Parallel I/O Performance Tuning.

Babak Behzad, Surendra Byna, Stefan M. Wild, Prabhat, Marc Snir

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data.

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

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

TECA: Petascale Pattern Recognition for Climate Science.

Prabhat, Surendra Byna, Venkatram Vishwanath, Eli Dart, Michael F. Wehner, William D. Collins

Proceedings of the Computer Analysis of Images and Patterns, 2015

Security for the scientific data services framework.

Jinoh Kim, Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Spatially clustered join on heterogeneous scientific data sets.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Parallel data analysis directly on scientific file formats.

Spyros Blanas, Kesheng Wu, Surendra Byna, Bin Dong, Arie Shoshani

Proceedings of the International Conference on Management of Data, 2014

Model-Driven Data Layout Selection for Improving Read Performance.

Jialin Liu, Surendra Byna, Bin Dong, Kesheng Wu, Yong Chen

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Simplifying index file structure to improve I/O performance of parallel indexing.

Hsuan-Te Chiu, Jerry Chi-Yuan Chou, Venkat Vishwanath, Surendra Byna, Kesheng Wu

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Improving parallel I/O autotuning with performance modeling.

Babak Behzad, Surendra Byna, Stefan M. Wild, Prabhat, Marc Snir

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

Parallel query evaluation as a Scientific Data Service.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013

Why high performance visual data analytics is both relevant and difficult.

E. Wes Bethel, Prabhat, Surendra Byna, Oliver Rübel, K. John Wu, Michael F. Wehner

Proceedings of the Visualization and Data Analysis 2013, 2013

Optimizing fastquery performance on lustre file system.

Kuan-Wu Lin, Surendra Byna, Jerry Chi-Yuan Chou, Kesheng Wu

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

SDS: a framework for scientific data services.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 8th Parallel Data Storage Workshop, 2013

Taming parallel I/O complexity with auto-tuning.

Babak Behzad, Huong Vu Thanh Luu, Joseph Huchette, Surendra Byna, Prabhat, Ruth A. Aydt, Quincey Koziol, Marc Snir

Proceedings of the International Conference for High Performance Computing, 2013

A framework for auto-tuning HDF5 applications.

Babak Behzad, Joey Huchette, Huong Vu Thanh Luu, Ruth A. Aydt, Surendra Byna, Yushu Yao, Quincey Koziol, Prabhat

Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

Expediting scientific data analysis with reorganization of data.

Bin Dong, Surendra Byna, Kesheng Wu

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

Segmented analysis for reducing data movement.

Jialin Liu, Surendra Byna, Yong Chen

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

TECA: A Parallel Toolkit for Extreme Climate Analysis.

Prabhat, Oliver Rübel, Surendra Byna, Kesheng Wu, Fuyu Li, Michael F. Wehner, Wes Bethel

Proceedings of the International Conference on Computational Science, 2012

Parallel I/O, analysis, and visualization of a trillion particle simulation.

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

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications.

Babak Behzad, Joey Huchette, Huong Luu, Ruth A. Aydt, Quincey Koziol, Prabhat, Surendra Byna, Mohamad Chaarawi, Yushu Yao

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Boosting Application-Specific Parallel I/O Optimization Using IOSIG.

Yanlong Yin, Surendra Byna, Huaiming Song, Xian-He Sun, Rajeev Thakur

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011

Special issue on Data Intensive Computing.

Surendra Byna, Xian-He Sun

J. Parallel Distributed Comput., 2011

Energy-Aware Workload Consolidation on GPU.

Dong Li, Surendra Byna, Srimat T. Chakradhar

Proceedings of the 2011 International Conference on Parallel Processing Workshops, 2011

2010

Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory.

Michela Becchi, Surendra Byna, Srihari Cadambi, Srimat T. Chakradhar

Proceedings of the SPAA 2010: Proceedings of the 22nd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2010

Exploiting the forgiving nature of applications for scalable parallel execution.

Jiayuan Meng, Anand Raghunathan, Srimat T. Chakradhar, Surendra Byna

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Best-effort semantic document search on GPUs.

Surendra Byna, Jiayuan Meng, Anand Raghunathan, Srimat T. Chakradhar, Srihari Cadambi

Proceedings of 3rd Workshop on General Purpose Processing on Graphics Processing Units, 2010

2009

Special Issue of the Journal of Parallel and Distributed Computing: Data-Intensive Computing.

Surendra Byna, Xian-He Sun

J. Parallel Distributed Comput., 2009

Taxonomy of Data Prefetching for Multicore Processors.

Surendra Byna, Yong Chen, Xian-He Sun

J. Comput. Sci. Technol., 2009

Core-aware memory access scheduling schemes.

Zhibin Fang, Xian-He Sun, Yong Chen, Surendra Byna

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Modeling Data Access Contention in Multicore Architectures.

Xian-He Sun, Surendra Byna, Donald J. Holmgren

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

2008

Hiding I/O latency with pre-execution prefetching for parallel applications.

Yong Chen, Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Parallel I/O prefetching using MPI file caching and I/O signatures.

Surendra Byna, Yong Chen, Xian-He Sun, Rajeev Thakur, William Gropp

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

A Taxonomy of Data Prefetching Mechanisms.

Surendra Byna, Yong Chen, Xian-He Sun

Proceedings of the 9th International Symposium on Parallel Architectures, 2008

2008 International Conference on Parallel Processing September 8-12, 2008 Portland, Oregon Exploring Parallel I/O Concurrency with Speculative Prefetching.

Yong Chen, Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp

Proceedings of the 2008 International Conference on Parallel Processing, 2008

2007

Server-Based Data Push Architecture for Multi-Processor Environments.

Xian-He Sun, Surendra Byna, Yong Chen

J. Comput. Sci. Technol., 2007

Data access history cache and associated data prefetching mechanisms.

Yong Chen, Surendra Byna, Xian-He Sun

Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

Improving Data Access Performance with Server Push Architecture.

Xian-He Sun, Surendra Byna, Yong Chen

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006

Automatic Memory Optimizations for Improving MPI Derived Datatype Performance.

Surendra Byna, Xian-He Sun, Rajeev Thakur, William Gropp

Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006

Memory Servers: A Scope of SOA for High-End Computing.

Surendra Byna, Xian-He Sun, Ryan Nakhoul

Proceedings of the 2006 IEEE International Conference on Services Computing (SCC 2006), 2006

2005

Isolating Costs in Shared Memory Communication Buffering.

Surendra Byna, Kirk W. Cameron, Xian-He Sun

Parallel Process. Lett., 2005

2004

Predicting memory-access cost based on data-access patterns.

Surendra Byna, Xian-He Sun, William Gropp, Rajeev Thakur

Proceedings of the 2004 IEEE International Conference on Cluster Computing (CLUSTER 2004), 2004

2003

Improving the Performance of MPI Derived Datatypes by Optimizing Memory-Access Cost.

Surendra Byna, William D. Gropp, Xian-He Sun, Rajeev Thakur

Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003