Improving the Performance of MPI Derived Datatypes by Optimizing Memory-Access Cost. - Surendra Byna; William D. Gropp; Xian-He Sun; Rajeev Thakur (CLUSTER, 2003)

Predicting memory-access cost based on data-access patterns. - Surendra Byna; Xian-He Sun; William Gropp; Rajeev Thakur (CLUSTER, 2004)

Isolating Costs in Shared Memory Communication Buffering. - Surendra Byna; Kirk W. Cameron; Xian-He Sun (Parallel Process. Lett., 2005)

Memory Servers: A Scope of SOA for High-End Computing. - Surendra Byna; Xian-He Sun; Ryan Nakhoul (IEEE SCC, 2006)

Automatic Memory Optimizations for Improving MPI Derived Datatype Performance. - Surendra Byna; Xian-He Sun; Rajeev Thakur; William Gropp (PVM/MPI, 2006)

Improving Data Access Performance with Server Push Architecture. - Xian-He Sun; Surendra Byna; Yong Chen 001 (IPDPS, 2007)

Data access history cache and associated data prefetching mechanisms. - Yong Chen 001; Surendra Byna; Xian-He Sun (SC, 2007)

Server-Based Data Push Architecture for Multi-Processor Environments. - Xian-He Sun; Surendra Byna; Yong Chen 001 (J. Comput. Sci. Technol., 2007)

2008 International Conference on Parallel Processing September 8-12, 2008 Portland, Oregon Exploring Parallel I/O Concurrency with Speculative Prefetching. - Yong Chen 001; Surendra Byna; Xian-He Sun; Rajeev Thakur; William Gropp (ICPP, 2008)

A Taxonomy of Data Prefetching Mechanisms. - Surendra Byna; Yong Chen 001; Xian-He Sun (ISPAN, 2008)

Parallel I/O prefetching using MPI file caching and I/O signatures. - Surendra Byna; Yong Chen 001; Xian-He Sun; Rajeev Thakur; William Gropp (SC, 2008)

Hiding I/O latency with pre-execution prefetching for parallel applications. - Yong Chen 001; Surendra Byna; Xian-He Sun; Rajeev Thakur; William Gropp (SC, 2008)

Modeling Data Access Contention in Multicore Architectures. - Xian-He Sun; Surendra Byna; Donald J. Holmgren (ICPADS, 2009)

Core-aware memory access scheduling schemes. - Zhibin Fang; Xian-He Sun; Yong Chen 001; Surendra Byna (IPDPS, 2009)

Taxonomy of Data Prefetching for Multicore Processors. - Surendra Byna; Yong Chen 001; Xian-He Sun (J. Comput. Sci. Technol., 2009)

Special Issue of the Journal of Parallel and Distributed Computing: Data-Intensive Computing. - Surendra Byna; Xian-He Sun (J. Parallel Distributed Comput., 2009)

Best-effort semantic document search on GPUs. - Surendra Byna; Jiayuan Meng; Anand Raghunathan; Srimat T. Chakradhar; Srihari Cadambi (GPGPU, 2010)

Exploiting the forgiving nature of applications for scalable parallel execution. - Jiayuan Meng; Anand Raghunathan; Srimat T. Chakradhar; Surendra Byna (IPDPS, 2010)

Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory. - Michela Becchi; Surendra Byna; Srihari Cadambi; Srimat T. Chakradhar (SPAA, 2010)

Energy-Aware Workload Consolidation on GPU. - Dong Li; Surendra Byna; Srimat T. Chakradhar (ICPP Workshops, 2011)

Special issue on Data Intensive Computing. - Surendra Byna; Xian-He Sun (J. Parallel Distributed Comput., 2011)

Boosting Application-Specific Parallel I/O Optimization Using IOSIG. - Yanlong Yin; Surendra Byna; Huaiming Song; Xian-He Sun; Rajeev Thakur (CCGRID, 2012)

Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications. - Babak Behzad; Joey Huchette; Huong Luu 002; Ruth A. Aydt; Quincey Koziol; Prabhat; Surendra Byna; Mohamad Chaarawi; Yushu Yao (SC Companion, 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; et al. (SC, 2012)

TECA: A Parallel Toolkit for Extreme Climate Analysis. - Prabhat; Oliver Rübel; Surendra Byna; Kesheng Wu; Fuyu Li; Michael F. Wehner; Wes Bethel (ICCS, 2012)

Segmented analysis for reducing data movement. - Jialin Liu 002; Surendra Byna; Yong Chen 001 (IEEE BigData, 2013)

Expediting scientific data analysis with reorganization of data. - Bin Dong 002; Surendra Byna; Kesheng Wu (CLUSTER, 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 (HPDC, 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 (SC, 2013)

SDS: a framework for scientific data services. - Bin Dong 002; Surendra Byna; Kesheng Wu (PDSW@SC, 2013)

Optimizing fastquery performance on lustre file system. - Kuan-Wu Lin; Surendra Byna; Jerry Chi-Yuan Chou; Kesheng Wu (SSDBM, 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 (Visualization and Data Analysis, 2013)

Parallel query evaluation as a Scientific Data Service. - Bin Dong 002; Surendra Byna; Kesheng Wu (CLUSTER, 2014)

Improving parallel I/O autotuning with performance modeling. - Babak Behzad; Surendra Byna; Stefan M. Wild; Prabhat; Marc Snir (HPDC, 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 (ICPADS, 2014)

Model-Driven Data Layout Selection for Improving Read Performance. - Jialin Liu 002; Surendra Byna; Bin Dong 002; Kesheng Wu; Yong Chen 001 (IPDPS Workshops, 2014)

Parallel data analysis directly on scientific file formats. - Spyros Blanas; Kesheng Wu; Surendra Byna; Bin Dong 002; Arie Shoshani (SIGMOD Conference, 2014)

Spatially clustered join on heterogeneous scientific data sets. - Bin Dong 002; Surendra Byna; Kesheng Wu (IEEE BigData, 2015)

Security for the scientific data services framework. - Jinoh Kim; Bin Dong 002; Surendra Byna; Kesheng Wu (IEEE BigData, 2015)

TECA: Petascale Pattern Recognition for Climate Science. - Prabhat; Surendra Byna; Venkatram Vishwanath; Eli Dart; Michael F. Wehner; William D. Collins (CAIP (2), 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 (CCGRID, 2015)

Dynamic Model-Driven Parallel I/O Performance Tuning. - Babak Behzad; Surendra Byna; Stefan M. Wild; Prabhat; Marc Snir (CLUSTER, 2015)

A Multiplatform Study of I/O Behavior on Petascale Supercomputers. - Huong Luu 002; Marianne Winslett; William Gropp; Robert B. Ross; Philip H. Carns; Kevin Harms; Prabhat; Surendra Byna; Yushu Yao (HPDC, 2015)

Collective Computing for Scientific Big Data Analysis. - Jialin Liu 002; Yong Chen 001; Surendra Byna (ICPP Workshops, 2015)

Pattern-driven parallel I/O tuning. - Babak Behzad; Surendra Byna; Prabhat; Marc Snir (PDSW@SC, 2015)

Heavy-tailed distribution of parallel I/O system response time. - Bin Dong 002; Surendra Byna; Kesheng Wu (PDSW@SC, 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 (SC, 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 (PMBS@SC, 2015)

Towards Exascale Scientific Metadata Management. - Spyros Blanas; Surendra Byna (CoRR, 2015)

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 002; Scott Klasky; Nagiza F. Samatova (IEEE BigData, 2016)

Usage Pattern-Driven Dynamic Data Layout Reorganization. - Houjun Tang; Surendra Byna; Steve Harenberg; Xiaocheng Zou; Wenzhao Zhang; Kesheng Wu; Bin Dong 002; Oliver Rübel; Kristofer E. Bouchard; Scott Klasky; Nagiza F. Samatova (CCGrid, 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 002; Scott Klasky; Nagiza F. Samatova (CCGrid, 2016)

Data Elevator: Low-Contention Data Movement in Hierarchical Storage System. - Bin Dong 002; Suren Byna; Kesheng Wu; Prabhat; Hans Johansen; Jeffrey N. Johnson; Noel Keen (HiPC, 2016)

SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting. - Bin Dong 002; Surendra Byna; Kesheng Wu (HPDC, 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 002; Dharshi Devendran; Kesheng Wu; David Trebotich; Scott Klasky; Nagiza F. Samatova (ICPP, 2016)

PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. - Md. Mostofa Ali Patwary; Nadathur Rajagopalan Satish; Narayanan Sundaram; Jialin Liu 002; Peter J. Sadowski; Evan Racah; Surendra Byna; Craig Tull; Wahid Bhimji; Prabhat; Pradeep Dubey (IPDPS, 2016)

AMR-aware in situ indexing and scalable querying. - Xiaocheng Zou; David A. Boyuka II; Dhara Desai; Daniel F. Martin; Surendra Byna; Kesheng Wu (SpringSim (HPS), 2016)

SoMeta: Scalable Object-Centric Metadata Management for High Performance Computing. - Houjun Tang; Suren Byna; Bin Dong 002; Jialin Liu 002; Quincey Koziol (CLUSTER, 2017)

ArrayUDF: User-Defined Scientific Data Analysis on Arrays. - Bin Dong 002; Kesheng Wu; Surendra Byna; Jialin Liu 002; Weijie Zhao 001; Florin Rusu (HPDC, 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 (PDSW-DISCS@SC, 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)

DART: distributed adaptive radix tree for efficient affix-based keyword search on HPC systems. - Wei Zhang 097; Houjun Tang; Suren Byna; Yong Chen 001 (PACT, 2018)

ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical Storage. - Bin Dong 002; Teng Wang; Houjun Tang; Quincey Koziol; Kesheng Wu; Suren Byna (IEEE BigData, 2018)

Toward Scalable and Asynchronous Object-Centric Data Management for HPC. - Houjun Tang; Suren Byna; Francois Tessier; Teng Wang; Bin Dong 002; Jingqing Mu; Quincey Koziol; Jérome Soumagne; Venkatram Vishwanath; Jialin Liu 002; Richard Warren (CCGrid, 2018)

A Transparent Server-Managed Object Storage System for HPC. - Jingqing Mu; Jérome Soumagne; Houjun Tang; Suren Byna; Quincey Koziol; Richard Warren (CLUSTER, 2018)

UniviStor: Integrated Hierarchical and Distributed Storage for HPC. - Teng Wang; Suren Byna; Bin Dong 002; Houjun Tang (CLUSTER, 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 (CLUSTER, 2018)

Toward Transparent Data Management in Multi-Layer Storage Hierarchy of HPC Systems. - Bharti Wadhwa; Suren Byna; Ali Raza Butt (IC2E, 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 (ICDE, 2018)

Evaluation of HPC Application I/O on Object Storage Systems. - Jialin Liu 002; 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 (PDSW-DISCS@SC, 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 (SC, 2018)

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 (CCGRID, 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 (CCGRID, 2019)

Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications. - Houjun Tang; Suren Byna; Stephen Bailey; Zarija Lukic; Jialin Liu 002; Quincey Koziol; Bin Dong 002 (HiPC, 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 002; Quincey Koziol (HiPC, 2019)

Exploring Metadata Search Essentials for Scientific Data Management. - Wei Zhang 097; Suren Byna; Chenxu Niu; Yong Chen 001 (HiPC, 2019)

MIQS: metadata indexing and querying service for self-describing file formats. - Wei Zhang 097; Suren Byna; Houjun Tang; Brody Williams; Yong Chen 001 (SC, 2019)

Active Learning-based Automatic Tuning and Prediction of Parallel I/O Performance. - Megha Agarwal; Divyansh Singhvi; Preeti Malakar; Suren Byna (PDSW@SC, 2019)

Understanding Data Motion in the Modern HPC Data Center. - Glenn K. Lockwood; Shane Snyder; Suren Byna; Philip H. Carns; Nicholas J. Wright (PDSW@SC, 2019)

Sparse Data Management in HDF5. - John Mainzer; Neil Fortner; Gerd Heber; Elena Pourmal; Quincey Koziol; Suren Byna; Marc F. Paterno (XLOOP@SC, 2019)

Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected. - Tirthak Patel; Suren Byna; Glenn K. Lockwood; Devesh Tiwari (SC, 2019)

Enabling Transparent Asynchronous I/O using Background Threads. - Houjun Tang; Quincey Koziol; Suren Byna; John Mainzer; Tonglin Li (PDSW@SC, 2019)

Terabyte-scale Particle Data Analysis: An ArrayUDF Case Study. - Bin Dong 002; Patrick Kilian; Xiaocan Li; Fan Guo; Suren Byna; Kesheng Wu (SSDBM, 2019)

SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis. - Bin Dong 002; Kesheng Wu; Suren Byna; Houjun Tang (ISC, 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)

Optimizing I/O Performance of HPC Applications with Autotuning. - Babak Behzad; Surendra Byna; Prabhat; Marc Snir (ACM Trans. Parallel Comput., 2019)

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 (FAST, 2020)

HPC Workload Characterization Using Feature Selection and Clustering. - Jiwoo Bang; Chungyong Kim; Kesheng Wu; Alex Sim; Suren Byna; Sunggon Kim; Hyeonsang Eom (SNTA@HPDC, 2020)

Towards HPC I/O Performance Prediction through Large-scale Log Analysis. - Sunggon Kim; Alex Sim; Kesheng Wu; Suren Byna; Yongseok Son; Hyeonsang Eom (HPDC, 2020)

DASSA: Parallel DAS Data Storage and Analysis for Subsurface Event Detection. - Bin Dong 002; Verónica Rodríguez Tribaldos; Xin Xing; Suren Byna; Jonathan Ajo-Franklin; Kesheng Wu (IPDPS, 2020)

Predicting and Comparing the Performance of Array Management Libraries. - Donghe Kang; Oliver Rübel; Suren Byna; Spyros Blanas (IPDPS, 2020)

Parallel Query Service for Object-centric Data Management Systems. - Houjun Tang; Suren Byna; Bin Dong 002; Quincey Koziol (IPDPS Workshops, 2020)

Cross-facility science with the Superfacility Project at LBNL. - Bjoern Enders; Debbie Bard; Cory Snavely; Lisa Gerhardt; Jason Lee 001; Becci Totzke; Katie Antypas; Suren Byna; Ravi Cheema; Shreyas Cholia; Mark R. Day; Aditi Gaur; et al. (XLOOP@SC, 2020)

GPU Direct I/O with HDF5. - John Ravi; Suren Byna; Quincey Koziol (PDSW@SC, 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)

ExaHDF5: Delivering Efficient Parallel I/O on Exascale Computing Systems. - Suren Byna; M. Scot Breitenfeld; Bin Dong 002; Quincey Koziol; Elena Pourmal; Dana Robinson; Jérome Soumagne; Houjun Tang; Venkatram Vishwanath; Richard Warren (J. Comput. Sci. Technol., 2020)

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 (IEEE BigData, 2021)

Tuning Parallel Data Compression and I/O for Large-scale Earthquake Simulation. - Houjun Tang; Suren Byna; N. Anders Petersson; David McCallen (IEEE BigData, 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 (CCGRID, 2021)

Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights. - Bo Fang 002; Daoce Wang; Sian Jin; Quincey Koziol; Zhao Zhang 007; Qiang Guan; Suren Byna; Sriram Krishnamoorthy; Dingwen Tao (CLUSTER, 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 (HiPC, 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 (PDSW@SC, 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 (PDSW@SC, 2021)

Data-Aware Storage Tiering for Deep Learning. - Cong Xu; Suparna Bhattacharya; Martin Foltin; Suren Byna; Paolo Faraboschi (PDSW@SC, 2021)

Exploiting user activeness for data retention in HPC systems. - Wei Zhang 097; Suren Byna; Hyogi Sim; Sangkeun Lee 001; Sudharshan Vazhkudai; Yong Chen 001 (SC, 2021)

User-Defined Tensor Data Analysis, 2 - Bin Dong 002; Kesheng Wu; Suren Byna (Springer, 2021)

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 (CCGRID, 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 (HPDC, 2022)

Understanding Parallel I/O Performance and Tuning. - Suren Byna (SNTA@HPDC, 2022)

PROV-IO: An I/O-Centric Provenance Framework for Scientific Data on HPC Systems. - Runzhou Han; Suren Byna; Houjun Tang; Bin Dong 002; Mai Zheng (HPDC, 2022)

Kv2vec: A Distributed Representation Method for Key-value Pairs from Metadata Attributes. - Chenxu Niu; Wei Zhang 097; Suren Byna; Yong Chen 001 (HPEC, 2022)

Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling. - Sian Jin; Sheng Di; Jiannan Tian; Suren Byna; Dingwen Tao; Franck Cappello (ICDE, 2022)

Drishti: Guiding End-Users in the I/O Optimization Journey. - Jean Luca Bez; Hammad Ather; Suren Byna (PDSW@SC, 2022)

Accelerating Flash-X Simulations with Asynchronous I/O. - Rajeev Jain; Houjun Tang; Akash Dhruv; James Austin Harris; Suren Byna (PDSW@SC, 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 (SC, 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)

The LBNL Superfacility Project Report. - Deborah Bard; Cory Snavely; Lisa Gerhardt; Jason Lee 001; Becci Totzke; Katie Antypas; William Arndt; Johannes P. Blaschke; Suren Byna; Ravi Cheema; Shreyas Cholia; Mark R. Day; et al. (CoRR, 2022)

A Comparison of HDF5, Zarr, and netCDF4 in Performing Common I/O Operations. - Sriniket Ambatipudi; Suren Byna (CoRR, 2022)

Real-time and post-hoc compression for data from Distributed Acoustic Sensing. - Bin Dong 002; Alex Popescu; Verónica Rodríguez Tribaldos; Suren Byna; Jonathan Ajo-Franklin; Kesheng Wu (Comput. Geosci., 2022)

Transparent Asynchronous Parallel I/O Using Background Threads. - Houjun Tang; Quincey Koziol; John Ravi; Suren Byna (IEEE Trans. Parallel Distributed Syst., 2022)

PSQS: Parallel Semantic Querying Service for Self-describing File Formats. - Chenxu Niu; Wei Zhang 097; Suren Byna; Yong Chen 001 (IEEE Big Data, 2023)

Runway: In-transit Data Compression on Heterogeneous HPC Systems. - John Ravi; Suren Byna; Michela Becchi (CCGrid, 2023)

HiPC 2023 Student Research Symposium (HiPC SRS 2023). - Arnab K. Paul; Suren Byna (HiPCW, 2023)

AIIO: Using Artificial Intelligence for Job-Level and Automatic I/O Performance Bottleneck Diagnosis. - Bin Dong 002; Jean Luca Bez; Suren Byna (HPDC, 2023)

Efficient Asynchronous I/O with Request Merging. - Md. Kamal Hossain Chowdhury; Houjun Tang; Jean Luca Bez; Purushotham V. Bangalore; Suren Byna (IPDPS Workshops, 2023)

Evaluating Asynchronous Parallel I/O on HPC Systems. - John Ravi; Suren Byna; Quincey Koziol; Houjun Tang; Michela Becchi (IPDPS, 2023)

Illuminating the I/O Optimization Path of Scientific Applications. - Hammad Ather; Jean Luca Bez; Boyana Norris; Suren Byna (ISC, 2023)

PROV-IO+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems. - Runzhou Han; Mai Zheng; Suren Byna; Houjun Tang; Bin Dong 002; Dong Dai 001; Yong Chen 001; Dongkyun Kim; Joseph Hassoun; David Thorsley; Matthew Wolf (CoRR, 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, 2023)

TensorSearch: Parallel Similarity Search on Tensors. - Bin Dong 002; Avinash Nayak; Verónica Rodríguez Tribaldos; Kesheng Wu; Jonathan Ajo-Franklin; Qile Zhang; Fan Guo; Suren Byna; Patrick Dobson; Alexander Sim (IEEE Big Data, 2024)

Evaluating Performance Trade-offs of Caching Strategies for AI-Powered Querying Systems. - Hyunju Oh; Wei Zhang 097; Christopher D. Rickett; Sreenivas R. Sukumar 001; Suren Byna (IEEE Big Data, 2024)

IDIOMS: Index-powered Distributed Object-centric Metadata Search for Scientific Data Management. - Wei Zhang 097; Houjun Tang; Suren Byna (CCGrid, 2024)

Object-Centric Data Management in HPC Workflows - A Case Study. - Chen Wang 004; Houjun Tang; Jean Luca Bez; Suren Byna (CLUSTER Workshops, 2024)

A High-Performance Collective I/O Framework Leveraging Node-Local Persistent Memory. - Keegan Sanchez; Alex Gavin; Suren Byna; Kesheng Wu; Xuechen Zhang 001 (Euro-Par (2), 2024)

ION: Navigating the HPC I/O Optimization Journey using Large Language Models. - Chris Egersdoerfer; Arnav Sareen; Jean Luca Bez; Suren Byna; Dong Dai 001 (HotStorage, 2024)

The Art of Sparsity: Mastering High-Dimensional Tensor Storage. - Bin Dong 002; Kesheng Wu; Suren Byna (IPDPS (Workshops), 2024)

Drilling Down I/O Bottlenecks with Cross-layer I/O Profile Exploration. - Hammad Ather; Jean Luca Bez; Yankun Xia; Suren Byna (IPDPS, 2024)

Message from the 2024 Workshops Chair and Vice-chair. - Ananth Kalyanaraman; Suren Byna (IPDPS (Workshops), 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 (IPDPS, 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 (IPDPS, 2024)

Enabling Data Reduction for Flash-X Simulations. - Rajeev Jain; Houjun Tang; Akash Dhruv; Suren Byna (SC Workshops, 2024)

AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI. - Kaveen Hiniduma; Suren Byna; Jean Luca Bez; Ravi K. Madduri (SSDBM, 2024)

I/O Access Patterns in HPC Applications: A 360-Degree Survey. - Jean Luca Bez; Suren Byna; Shadi Ibrahim (ACM Comput. Surv., 2024)

PROV-IO$^+$+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems. - Runzhou Han; Mai Zheng; Suren Byna; Houjun Tang; Bin Dong 002; Dong Dai 001; Yong Chen 001; Dongkyun Kim; Joseph Hassoun; David Thorsley (IEEE Trans. Parallel Distributed Syst., 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., 2024)

Streamlining HDF5's AI Workloads Benchmarking. - Dlyaver Djebarov; Radita Liem; Sarah Neuwirth; Jean Luca Bez; Suren Byna (IPDPS (Workshops), 2025)

IOAgent: Democratizing Trustworthy HPC I/O Performance Diagnosis Capability via LLMs. - Chris Egersdoerfer; Arnav Sareen; Jean Luca Bez; Suren Byna; Dongkuan Xu; Dong Dai 001 (IPDPS, 2025)

Regen: An object layout regenerator on large-scale production HPC systems. - Dong Kyu Sung; Sunggon Kim; Sangjin Lee 003; Houjun Tang; Alex Sim; Kesheng Wu; Suren Byna; Yongseok Son (Future Gener. Comput. Syst., 2025)

HDF5 in the exascale era: Delivering efficient and scalable parallel I/O for exascale applications. - M. Scot Breitenfeld; Houjun Tang; Huihuo Zheng; Jordan Henderson; Suren Byna (Int. J. High Perform. Comput. Appl., 2025)

Parallel I/O Characterization and Optimization on Large-Scale HPC Systems: A 360-Degree Survey. - Hammad Ather; Jean Luca Bez; Chen Wang 004; Hank Childs; Allen D. Malony; Suren Byna (CoRR, 2025)

AIDRIN 2.0: A Framework to Assess Data Readiness for AI. - Kaveen Hiniduma; Dylan Ryan; Suren Byna; Jean Luca Bez; Ravi K. Madduri (CoRR, 2025)

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning. - Kaveen Hiniduma; Zilinghan Li; Aditya Sinha; Ravi K. Madduri; Suren Byna (CoRR, 2025)

Data Readiness for AI: A 360-Degree Survey. - Kaveen Hiniduma; Suren Byna; Jean Luca Bez (ACM Comput. Surv., 2025)

I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey. - Noah Lewis; Jean Luca Bez; Suren Byna (ACM Comput. Surv., 2025)