Scott Klasky

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Understanding and Leveraging the I/O Patterns of Emerging Machine Learning Analytics.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Unbalanced Parallel I/O: An Often-Neglected Side Effect of Lossy Scientific Data Compression.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

Error-controlled, progressive, and adaptable retrieval of scientific data with multilevel decomposition.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

zMesh: Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

2020

Characterizing Output Bottlenecks of a Production Supercomputer: Analysis and Implications.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2020

ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management.

[BibT_eX]

[DOI]

SoftwareX, 2020

Multilevel Techniques for Compression and Reduction of Scientific Data - The Unstructured Case.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2020

Ad Hoc File Systems for High-Performance Computing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2020

A terminology for in situ visualization and analysis systems.

[BibT_eX]

[DOI]

Christopher R. Johnson

Int. J. High Perform. Comput. Appl., 2020

Extending the Publish/Subscribe Abstraction for High-Performance I/O and Data Management at Extreme Scale.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2020

MGARD+: Optimizing Multi-grid Based Reduction for Efficient Scientific Data Management.

[BibT_eX]

[DOI]

CoRR, 2020

Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.

[BibT_eX]

[DOI]

CoRR, 2020

Towards 1ULP evaluation of Daubechies Wavelets.

[BibT_eX]

[DOI]

CoRR, 2020

Opportunities for Cost Savings with In-Transit Visualization.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 35th International Conference, 2020

Visualization as a Service for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

Machine Learning for the Complex, Multi-scale Datasets in Fusion Energy.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

Data Federation Challenges in Remote Near-Real-Time Fusion Experiment Data Processing.

[BibT_eX]

[DOI]

Jong Choi

Ruonan Wang

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

Leading magnetic fusion energy science into the big-and-fast data lane.

[BibT_eX]

[DOI]

Ralph Kube

Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020), Virtual Conference, July 6, 2020

Processing full-scale square kilometre array data on the summit supercomputer.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

Taming I/O variation on QoS-less HPC storage: what can applications do?

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

Near real-time analysis of big fusion data on HPC systems.

[BibT_eX]

[DOI]

Ralph Kube

Proceedings of the IEEE/ACM HPC for Urgent Decision Making, UrgentHPC@SC 2020, Atlanta, GA, 2020

Comparing Time-to-Solution for In Situ Visualization Paradigms at Scale.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Symposium on Large Data Analysis and Visualization, 2020

Feature-preserving Lossy Compression for In Situ Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020

A Comprehensive Study of In-Memory Computing on Large HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Orchestrating Fault Prediction with Live Migration and Checkpointing.

[BibT_eX]

[DOI]

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

2019

Harnessing Data Movement in Virtual Clusters for In-Situ Execution.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Can I/O Variability Be Reduced on QoS-Less HPC Storage Systems?

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2019

Multilevel Techniques for Compression and Reduction of Scientific Data-Quantitative Control of Accuracy in Derived Quantities.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2019

Multilevel Techniques for Compression and Reduction of Scientific Data - The Multivariate Case.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2019

Comparing the Efficiency of In Situ Visualization Paradigms at Scale.

[BibT_eX]

[DOI]

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

A Codesign Framework for Online Data Analysis and Reduction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019

A Vision for Managing Extreme-Scale Data Hoards.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Scalable Performance Awareness for In Situ Scientific Applications.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on eScience, 2019

2018

SIRIUS: Enabling Progressive Data Exploration for Extreme-Scale Scientific Data.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

Multilevel techniques for compression and reduction of scientific data - the univariate case.

[BibT_eX]

[DOI]

Comput. Vis. Sci., 2018

Binning Based Data Reduction for Vector Field Data of a Particle-In-Cell Fusion Simulation.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2018

In Situ Analysis and Visualization of Fusion Simulations: Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2018

Querying Large Scientific Data Sets with Adaptable IO System ADIOS.

[BibT_eX]

[DOI]

Proceedings of the Supercomputing Frontiers - 4th Asian Conference, 2018

Stacker: an autonomic data movement engine for extreme-scale data staging-based in-situ workflows.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

Understanding and Modeling Lossy Compression Schemes on HPC Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

A View from ORNL: Scientific Data Research Opportunities in the Big Data Age.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Dense Texture Flow Visualization using Data-Parallel Primitives.

[BibT_eX]

[DOI]

Mark Kim

David Pugmire

Proceedings of the 18th Eurographics Symposium on Parallel Graphics and Visualization, 2018

Coupling Exascale Multiphysics Applications: Methods and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017

Personalized Search Inspired Fast Interactive Estimation of Distribution Algorithm and Its Application.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2017

Compression Using Lossless Decimation: Analysis and Application.

[BibT_eX]

[DOI]

Mark Ainsworth

Ben Whitney

SIAM J. Sci. Comput., 2017

In-memory staging and data-centric task placement for coupled scientific simulation workflows.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

Output Performance Study on a Production Petascale Filesystem.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2017

On the Scalability of Data Reduction Techniques in Current and Upcoming HPC Systems from an Application Perspective.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2017

Optimizing the query performance of block index through data analysis and I/O modeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2017

In Situ Visualization of Radiation Transport Geometry.

[BibT_eX]

[DOI]

Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017

SELF: A High Performance and Bandwidth Efficient Approach to Exploiting Die-Stacked DRAM as Part of Memory.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Modeling, 2017

Comprehensive Measurement and Analysis of the User-Perceived I/O Performance in a Production Leadership-Class Storage System.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Exacution: Enhancing Scientific Data Management for Exascale.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

StoreRush: An Application-Level Approach to Harvesting Idle Storage in a Best Effort Environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2017

Predicting Output Performance of a Petascale Supercomputer.

[BibT_eX]

[DOI]

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

Analysis and Modeling of the End-to-End I/O Performance on OLCF's Titan Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Canopus: Enabling Extreme-Scale Data Analytics on Big HPC Storage via Progressive Refactoring.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Workshop on Hot Topics in Storage and File Systems, 2017

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Canopus: A Paradigm Shift Towards Elastic Extreme-Scale Data Analytics on HPC Storage.

[BibT_eX]

[DOI]

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

Extending Skel to Support the Development and Optimization of Next Generation I/O Systems.

[BibT_eX]

[DOI]

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

TGE: Machine Learning Based Task Graph Embedding for Large-Scale Topology Mapping.

[BibT_eX]

[DOI]

Choong-Seock Chang

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

Apply Block Index Technique to Scientific Data Analysis and I/O Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2016

Preparing for In Situ Processing on Upcoming Leading-edge Supercomputers.

[BibT_eX]

[DOI]

James Kress

Supercomput. Front. Innov., 2016

Performance characterization of irregular I/O at the extreme scale.

[BibT_eX]

[DOI]

Parallel Comput., 2016

<i>In Situ</i> Methods, Infrastructures, and Applications on High Performance Computing Platforms.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2016

In-Staging Data Placement for Asynchronous Coupling of Task-Based Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Extreme Scale Programming Models and Middleware, 2016

Visualization and Analysis Requirements for In Situ Processing for a Large-Scale Fusion Simulation Code.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2016

Visualization and Analysis for Near-Real-Time Decision Making in Distributed Workflows.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Persistent Data Staging Services for Data Intensive In-situ Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the ACM International Workshop on Data-Intensive Distributed Computing, 2016

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

[BibT_eX]

[DOI]

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

Usage Pattern-Driven Dynamic Data Layout Reorganization.

[BibT_eX]

[DOI]

Kristofer E. Bouchard

Nagiza F. Samatova

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

Landrush: Rethinking In-Situ Analysis for GPGPU Workflows.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2015

Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion Plasma Big Data.

[BibT_eX]

[DOI]

CoRR, 2015

ActiveSpaces: Exploring dynamic code deployment for extreme scale data processing.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

The hyperdyadic index and generalized indexing and query with PIQUE.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Combining Phase Identification and Statistic Modeling for Automated Parallel Benchmark Generation.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Co-sites: the autonomous distributed dataflows in collaborative scientific discovery.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science, 2015

Adaptive data placement for staging-based coupled scientific workflows.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

Loosely Coupled In Situ Visualization: A Perspective on Why It's Here to Stay.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2015

Creating a software ecosystem for Data Intensive Science.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Networking, 2015

Exploring Data Staging Across Deep Memory Hierarchies for Coupled Data Intensive Simulation Workflows.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

SODA: Science-Driven Orchestration of Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on e-Science, 2015

Exploring Memory Hierarchy to Improve Scientific Data Read Performance.

[BibT_eX]

[DOI]

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

2014

Region templates: Data representation and management for high-throughput image analysis.

[BibT_eX]

[DOI]

Parallel Comput., 2014

Region Templates: Data Representation and Management for Large-Scale Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2014

XpressSpace: a programming framework for coupling partitioned global address space simulation codes.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2014

Hello ADIOS: the challenges and lessons of developing leadership class I/O frameworks.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2014

neCODEC: nearline data compression for scientific applications.

[BibT_eX]

[DOI]

Clust. Comput., 2014

DIRAQ: scalable in situ data- and resource-aware indexing for optimized query performance.

[BibT_eX]

[DOI]

Clust. Comput., 2014

Exploring Automatic, Online Failure Recovery for Scientific Applications at Extreme Scales.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2014

Active workflow system for near real-time extreme-scale science.

[BibT_eX]

[DOI]

Proceedings of the first workshop on Parallel programming for analytics applications, 2014

Scibox: Online Sharing of Scientific Data via the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale.

[BibT_eX]

[DOI]

Stephen Herbein

Michela Taufer

Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale.

[BibT_eX]

[DOI]

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

Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes.

[BibT_eX]

[DOI]

Xiaocheng Zou

Proceedings of the Euro-Par 2014 Parallel Processing, 2014

Improving Read Performance with Online Access Pattern Analysis and Prefetching.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2014 Parallel Processing, 2014

Leveraging deep memory hierarchies for data staging in coupled data-intensive simulation workflows.

[BibT_eX]

[DOI]

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

Flexpath: Type-Based Publish/Subscribe System for Large-Scale Science Analytics.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Transparent in Situ Data Transformations in ADIOS.

[BibT_eX]

[DOI]

David A. Boyuka II

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying.

[BibT_eX]

[DOI]

John Jenkins

Isha Arkatkar

Trans. Large Scale Data Knowl. Centered Syst., 2013

Feature-based analysis of large-scale spatio-temporal sensor data on hybrid architectures.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2013

ISABELA for effective in situ compression of scientific data.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2013

A Maya use case: adaptable scientific workflows with ADIOS for general relativistic astrophysics.

[BibT_eX]

[DOI]

Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

GoldRush: resource efficient in situ scientific data analytics using fine-grained interference aware execution.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

Using cross-layer adaptations for dynamic data management in large scale coupled scientific workflows.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

Exploring power behaviors and trade-offs of in-situ data analytics.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

DynaM: Dynamic Multiresolution Data Representation for Large-Scale Scientific Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Eighth International Conference on Networking, 2013

A lightweight I/O scheme to facilitate spatial and temporal queries of scientific data analytics.

[BibT_eX]

[DOI]

Proceedings of the IEEE 29th Symposium on Mass Storage Systems and Technologies, 2013

FlexIO: I/O Middleware for Location-Flexible Scientific Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

High-throughput Analysis of Large Microscopy Image Datasets on CPU-GPU Cluster Platforms.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Resource Provisioning for Staging Components.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

I/O Containers: Managing the Data Analytics and Visualization Pipelines of High End Codes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Profiling and Improving I/O Performance of a Large-Scale Climate Scientific Application.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

Runtime I/O Re-Routing + Throttling on HPC Storage.

[BibT_eX]

[DOI]

Proceedings of the 5th USENIX Workshop on Hot Topics in Storage and File Systems, 2013

ADIOS Visualization Schema: A First Step Towards Improving Interdisciplinary Collaboration in High Performance Computing.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on eScience, 2013

Performance Impact of I/O on QMCPack Simulations at the Petascale and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

FlexQuery: An online query system for interactive remote visual data exploration at large scale.

[BibT_eX]

[DOI]

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

PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012

DataSpaces: an interaction and coordination framework for coupled simulation workflows.

[BibT_eX]

[DOI]

Ciprian Docan

Clust. Comput., 2012

Quality-Aware Data Management for Large Scale Scientific Applications.

[BibT_eX]

[DOI]

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

Characterizing output bottlenecks in a supercomputer.

[BibT_eX]

[DOI]

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

Byte-precision level of detail processing for variable precision analytics.

[BibT_eX]

[DOI]

John Jenkins

Eric R. Schendel

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

Combining in-situ and in-transit processing to enable extreme-scale scientific analysis.

[BibT_eX]

[DOI]

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

SMART-IO: SysteM-AwaRe Two-Level Data Organization for Efficient Scientific Analytics.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Enabling In-situ Execution of Coupled Scientific Workflow on Multi-core Platform.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data.

[BibT_eX]

[DOI]

Zhenhuan Gong

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Parallel Processing, 2012

ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A system-aware optimized data organization for efficient scientific analytics.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

A scalable messaging system for accelerating discovery from large scale scientific simulations.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on High Performance Computing, 2012

Spatiotemporal data mining in the era of big spatial data: algorithms and applications.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012

Understanding I/O Performance Using I/O Skeletal Applications.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Mining hidden mixture context with ADIOS-P to improve predictive pre-fetcher accuracy.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on E-Science, 2012

Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying.

[BibT_eX]

[DOI]

John Jenkins

Isha Arkatkar

Proceedings of the Database and Expert Systems Applications, 2012

Collaborative monitoring and visualization of HPC data.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012

In Situ Processing.

[BibT_eX]

[DOI]

Proceedings of the High Performance Visualization, 2012

2011

ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Parallel in situ indexing for data-intensive computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

Efficient GPU Implementation for Particle in Cell Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Moving the Code to the Data - Dynamic Code Deployment Using ActiveSpaces.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy.

[BibT_eX]

[DOI]

Ye Jin

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Six degrees of scientific data: reading patterns for extreme scale science IO.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

Just in time: adding value to the IO pipelines of high performance applications with JITStaging.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Skel: Generative Software for Producing Skeletal I/O Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on E-Science, 2011

A Type System for High Performance Communication and Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on E-Science, 2011

EDO: Improving Read Performance for Scientific Applications through Elastic Data Organization.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

Enabling Multi-physics Coupled Simulations within the PGAS Programming Framework.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010

Enabling high-speed asynchronous data extraction and transfer using DART.

[BibT_eX]

[DOI]

Ciprian Docan

Concurr. Comput. Pract. Exp., 2010

DataStager: scalable data staging services for petascale applications.

[BibT_eX]

[DOI]

Clust. Comput., 2010

Managing Variability in the IO Performance of Petascale Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2010

EFFIS: An End-to-end Framework for Fusion Integrated Simulation.

[BibT_eX]

[DOI]

Proceedings of the 18th Euromicro Conference on Parallel, 2010

PreDatA - preparatory data analytics on peta-scale machines.

[BibT_eX]

[DOI]

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

Collaborative monitoring and analysis for simulation scientists.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

Experiments with Memory-to-Memory Coupling for End-to-End Fusion Simulation Workflows.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009

Tracking Files in the Kepler Provenance Framework.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2009

Plasma fusion code coupling using scalable I/O services and scientific workflows.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009

Adaptable, metadata rich IO methods for portable high performance IO.

[BibT_eX]

[DOI]

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

Distributed Grooming in Multi-Domain IP/MPLS-DWDM Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Enabling Advanced Visualization Tools in a Web-Based Simulation Monitoring System.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on e-Science, 2009

Collaboration portal for petascale simulations.

[BibT_eX]

[DOI]

Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009

Extending I/O through high performance data services.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

Scientific Process Automation and Workflow Management.

[BibT_eX]

[DOI]

Timothy M. McPhillips

Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

High Throughput Data Movement.

[BibT_eX]

[DOI]

Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

2008

DART: a substrate for high speed asynchronous data IO.

[BibT_eX]

[DOI]

Ciprian Docan

Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

Collaborative visualization spaces for petascale simulations.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

Flexible IO and integration for scientific codes through the adaptable IO system (ADIOS).

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments, 2008

2007

A self-managing wide-area data streaming service.

[BibT_eX]

[DOI]

Clust. Comput., 2007

Using MPI file caching to improve parallel write performance for large-scale scientific applications.

[BibT_eX]

[DOI]

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

Workflow automation for processing plasma fusion simulation data.

[BibT_eX]

[DOI]

Norbert Podhorszki

Bertram Ludäscher

Proceedings of the 2nd workshop on Workflows in support of large-scale science, 2007

Experiments with in-transit processing for data intensive grid workflows.

[BibT_eX]

[DOI]

Viraj Bhat

Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), 2007

2006

S04 - Introduction to scientific workflow management and the Kepler system.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Ultra-scale visualization - Workshop on ultra-scale visualization.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Automation of Network-Based Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the Grid-Based Problem Solving Environments, 2006

The Center for Plasma Edge Simulation Workflow Requirements.

[BibT_eX]

[DOI]

Bertram Ludäscher

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Experiments with Wide Area Data Coupling Using the Seine Coupling Framework.

[BibT_eX]

[DOI]

Li Zhang

Proceedings of the High Performance Computing, 2006

A Self-Managing Wide-Area Data Streaming Service using Model-based Online Control.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

2005

Grid Support for Collaborative Control Room in Fusion Science.

[BibT_eX]

[DOI]

Clust. Comput., 2005

An autonomic service architecture for self-managing grid applications.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005

2004

Visualizing Gyrokinetic Simulations.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Visualization Conference, 2004

High Performance Threaded Data Streaming for Large Scale Simulations.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

Grids for Experimental Science: The Virtual Control Room.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Challenges of Large Applications in Distributed Environments, 2004

2003

Grid -Based Parallel Data Streaming implemented for the Gyrokinetic Toroidal Code.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

1998

Scivis.

[BibT_eX]

[DOI]

Byeongseob Ki

Concurr. Pract. Exp., 1998

1997

Collaborative Scientific Data Visualization.

[BibT_eX]

[DOI]

Byeongseob Ki

Concurr. Pract. Exp., 1997

HPF for Numerical Relativity.

[BibT_eX]

Geoffrey C. Fox

Tomasz Haupt

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

1993

Visualizing Complex Patterns in the Spread of Head and Neck Cancers.

[BibT_eX]

[DOI]

Lincoln Gray