Surendra Byna

According to our database1, Surendra Byna authored at least 78 papers between 2003 and 2019.

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Bibliography

2019
Optimizing I/O Performance of HPC Applications with Autotuning.
TOPC, 2019

Parallel membership queries on very large scientific data sets using bitmap indexes.
Concurrency and Computation: Practice and Experience, 2019

SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis.
Proceedings of the High Performance Computing - 34th International Conference, 2019

Terabyte-scale Particle Data Analysis: An ArrayUDF Case Study.
Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

A Zoom-in Analysis of I/O Logs to Detect Root Causes of I/O Performance Bottlenecks.
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.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
A year in the life of a parallel file system.
Proceedings of the International Conference for High Performance Computing, 2018

Evaluation of HPC Application I/O on Object Storage Systems.
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.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Toward Transparent Data Management in Multi-Layer Storage Hierarchy of HPC Systems.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

IOMiner: Large-Scale Analytics Framework for Gaining Knowledge from I/O Logs.
Proceedings of the IEEE International Conference on Cluster Computing, 2018

UniviStor: Integrated Hierarchical and Distributed Storage for HPC.
Proceedings of the IEEE International Conference on Cluster Computing, 2018

A Transparent Server-Managed Object Storage System for HPC.
Proceedings of the IEEE International Conference on Cluster Computing, 2018

Toward Scalable and Asynchronous Object-Centric Data Management for HPC.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical Storage.
Proceedings of the IEEE International Conference on Big Data, 2018

DART: distributed adaptive radix tree for efficient affix-based keyword search on HPC systems.
Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017
ArrayBridge: Interweaving declarative array processing with high-performance computing.
CoRR, 2017

UMAMI: a recipe for generating meaningful metrics through holistic I/O performance analysis.
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.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

SoMeta: Scalable Object-Centric Metadata Management for High Performance Computing.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures.
CoRR, 2016

AMR-aware in situ indexing and scalable querying.
Proceedings of the 24th High Performance Computing Symposium, 2016

PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses.
Proceedings of the 45th International Conference on Parallel Processing, 2016

SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting.
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.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Usage Pattern-Driven Dynamic Data Layout Reorganization.
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.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
Towards Exascale Scientific Metadata Management.
CoRR, 2015

Techniques for modeling large-scale HPC I/O workloads.
Proceedings of the 6th International Workshop on Performance Modeling, 2015

BD-CATS: big data clustering at trillion particle scale.
Proceedings of the International Conference for High Performance Computing, 2015

Heavy-tailed distribution of parallel I/O system response time.
Proceedings of the 10th Parallel Data Storage Workshop, 2015

Pattern-driven parallel I/O tuning.
Proceedings of the 10th Parallel Data Storage Workshop, 2015

Collective Computing for Scientific Big Data Analysis.
Proceedings of the 44th International Conference on Parallel Processing Workshops, 2015

A Multiplatform Study of I/O Behavior on Petascale Supercomputers.
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

Dynamic Model-Driven Parallel I/O Performance Tuning.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

TECA: Petascale Pattern Recognition for Climate Science.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Security for the scientific data services framework.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Spatially clustered join on heterogeneous scientific data sets.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Parallel data analysis directly on scientific file formats.
Proceedings of the International Conference on Management of Data, 2014

Model-Driven Data Layout Selection for Improving Read Performance.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Simplifying index file structure to improve I/O performance of parallel indexing.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Improving parallel I/O autotuning with performance modeling.
Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

Parallel query evaluation as a Scientific Data Service.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013
Why high performance visual data analytics is both relevant and difficult.
Proceedings of the Visualization and Data Analysis 2013, 2013

Optimizing fastquery performance on lustre file system.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

SDS: a framework for scientific data services.
Proceedings of the 8th Parallel Data Storage Workshop, 2013

Taming parallel I/O complexity with auto-tuning.
Proceedings of the International Conference for High Performance Computing, 2013

A framework for auto-tuning HDF5 applications.
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

Expediting scientific data analysis with reorganization of data.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

Segmented analysis for reducing data movement.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
TECA: A Parallel Toolkit for Extreme Climate Analysis.
Proceedings of the International Conference on Computational Science, 2012

Parallel I/O, analysis, and visualization of a trillion particle simulation.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Boosting Application-Specific Parallel I/O Optimization Using IOSIG.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Special issue on Data Intensive Computing.
J. Parallel Distrib. Comput., 2011

Energy-Aware Workload Consolidation on GPU.
Proceedings of the 2011 International Conference on Parallel Processing Workshops, 2011

2010
Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory.
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.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Best-effort semantic document search on GPUs.
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.
J. Parallel Distrib. Comput., 2009

Taxonomy of Data Prefetching for Multicore Processors.
J. Comput. Sci. Technol., 2009

Core-aware memory access scheduling schemes.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Modeling Data Access Contention in Multicore Architectures.
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.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Parallel I/O prefetching using MPI file caching and I/O signatures.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

A Taxonomy of Data Prefetching Mechanisms.
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.
Proceedings of the 2008 International Conference on Parallel Processing, 2008

2007
Server-Based Data Push Architecture for Multi-Processor Environments.
J. Comput. Sci. Technol., 2007

Data access history cache and associated data prefetching mechanisms.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

Improving Data Access Performance with Server Push Architecture.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006
Automatic Memory Optimizations for Improving MPI Derived Datatype Performance.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006

Memory Servers: A Scope of SOA for High-End Computing.
Proceedings of the 2006 IEEE International Conference on Services Computing (SCC 2006), 2006

2005
Isolating Costs in Shared Memory Communication Buffering.
Parallel Processing Letters, 2005

2004
Predicting memory-access cost based on data-access patterns.
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.
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003


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