Venkatram Vishwanath
Orcid: 0000-0001-7248-6116
According to our database1,
Venkatram Vishwanath
authored at least 131 papers
between 2004 and 2024.
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Bibliography
2024
Proc. ACM Meas. Anal. Comput. Syst., 2024
2023
J. Syst. Archit., November, 2023
Int. J. High Perform. Comput. Appl., November, 2023
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR, 2023
CoRR, 2023
Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives.
CoRR, 2023
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems.
CoRR, 2023
IEEE Access, 2023
Proceedings of the High Performance Computing, 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Demonstration of Portable Performance of Scientific Machine Learning on High Performance Computing Systems.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023
Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action.
Int. J. High Perform. Comput. Appl., 2022
Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications.
CoRR, 2022
Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022
Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022
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.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
2021
Accelerating Scientific Applications With SambaNova Reconfigurable Dataflow Architecture.
Comput. Sci. Eng., 2021
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
CoRR, 2021
AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data.
Proceedings of the International Conference for High Performance Computing, 2021
Stream-AI-MD: streaming AI-driven adaptive molecular simulations for heterogeneous computing platforms.
Proceedings of the PASC '21: Platform for Advanced Scientific Computing Conference, 2021
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
2020
Mach. Learn. Sci. Technol., 2020
J. Comput. Sci. Technol., 2020
Int. J. High Perform. Comput. Appl., 2020
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data.
CoRR, 2020
SeeSAw: Optimizing Performance of In-Situ Analytics Applications under Power Constraints.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
2019
CoRR, 2019
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain Mapping.
CoRR, 2019
CoRR, 2019
Proceedings of the 3rd IEEE/ACM Industry/University Joint International Workshop on Data-center Automation, 2019
Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain Mapping.
Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019
Scalable reinforcement-learning-based neural architecture search for cancer deep learning research.
Proceedings of the International Conference for High Performance Computing, 2019
2018
Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2018
Topology-aware space-shared co-analysis of large-scale molecular dynamics simulations.
Proceedings of the International Conference for High Performance Computing, 2018
Benchmarking Machine Learning Methods for Performance Modeling of Scientific Applications.
Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018
Optimizing Data Aggregation by Leveraging the Deep Memory Hierarchy on Large-scale Systems.
Proceedings of the 32nd International Conference on Supercomputing, 2018
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018
2017
Parallel Comput., 2017
Hierarchical Read-Write Optimizations for Scientific Applications with Multi-variable Structured Datasets.
Int. J. Parallel Program., 2017
Commun. ACM, 2017
A distributed graph approach for pre-processing linked RDF data using supercomputers.
Proceedings of The International Workshop on Semantic Big Data, 2017
Proceedings of the 5th International Workshop on Energy Efficient Supercomputing, 2017
Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017
A Visual Analytics System for Optimizing Communications in Massively Parallel Applications.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017
TAPIOCA: An I/O Library for Optimized Topology-Aware Data Aggregation on Large-Scale Supercomputers.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017
Proceedings of the Computing Frontiers Conference, 2017
2016
Improving sparse data movement performance using multiple paths on the Blue Gene/Q supercomputer.
Parallel Comput., 2016
Workflow performance improvement using model-based scheduling over multiple clusters and clouds.
Future Gener. Comput. Syst., 2016
<i>In Situ</i> Methods, Infrastructures, and Applications on High Performance Computing Platforms.
Comput. Graph. Forum, 2016
Early Investigations into Using a Remote RAM Pool with the vl3 Visualization Framework.
Proceedings of the Second Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2016
Proceedings of the International Conference for High Performance Computing, 2016
Proceedings of the First International Workshop on Communication Optimizations in HPC, 2016
Proceedings of the International Conference for High Performance Computing, 2016
Performance analysis, design considerations, and applications of extreme-scale <i>in situ</i> infrastructures.
Proceedings of the International Conference for High Performance Computing, 2016
Parallel distributed, GPU-accelerated, advanced lighting calculations for large-scale volume visualization.
Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
2015
J. Parallel Distributed Comput., 2015
Proceedings of the International Conference for High Performance Computing, 2015
Proceedings of the 2015 International Workshop on Data-Intensive Scalable Computing Systems, 2015
Proceedings of the 5th IEEE Symposium on Large Data Analysis and Visualization, 2015
Streaming ultra high resolution images to large tiled display at nearly interactive frame rate with vl3.
Proceedings of the 5th IEEE Symposium on Large Data Analysis and Visualization, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015
Proceedings of the International Conference on Computing, Networking and Communications, 2015
Proceedings of the 22nd IEEE International Conference on High Performance Computing, 2015
Large-Scale Parallel Visualization of Particle-Based Simulations using Point Sprites and Level-Of-Detail.
Proceedings of the 15th Eurographics Symposium on Parallel Graphics and Visualization, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Multipath Load Balancing for M × N Communication Patterns on the Blue Gene/Q Supercomputer Interconnection Network.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
2014
DIRAQ: scalable in situ data- and resource-aware indexing for optimized query performance.
Clust. Comput., 2014
Proceedings of the Supercomputing - 29th International Conference, 2014
Proceedings of the International Conference for High Performance Computing, 2014
Proceedings of the 2014 International Workshop on Data Intensive Scalable Computing Systems, 2014
Scalable Parallel I/O on a Blue Gene/Q Supercomputer Using Compression, Topology-Aware Data Aggregation, and Subfiling.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014
Improving Data Movement Performance for Sparse Data Patterns on the Blue Gene/Q Supercomputer.
Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014
Proceedings of the 43rd International Conference on Parallel Processing, 2014
Proceedings of the 14th Eurographics Symposium on Parallel Graphics and Visualization, 2014
Proceedings of the Computing Frontiers Conference, CF'14, 2014
2013
J. Supercomput., 2013
On-demand unstructured mesh translation for reducing memory pressure during in situ analysis.
Proceedings of the 8th International Workshop on Ultrascale Visualization, 2013
Proceedings of the International Conference for High Performance Computing, 2013
Proceedings of the Parallel Computing Technologies - 12th International Conference, 2013
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013
Proceedings of the Euro-Par 2013 Parallel Processing, 2013
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2013
2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Poster: Evaluating Communication Performance in BlueGene/Q and Cray XE6 Supercomputers.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Abstract: Evaluating Communication Performance in BlueGene/Q and Cray XE6 Supercomputers.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
2011
Topology-aware data movement and staging for I/O acceleration on Blue Gene/P supercomputing systems.
Proceedings of the Conference on High Performance Computing Networking, 2011
Electronic poster: co-visualization of full data and in situ data extracts from unstructured grid cfd at 160k cores.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011
Proceedings of the Conference on High Performance Computing Networking, 2011
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011
Toward simulation-time data analysis and I/O acceleration on leadership-class systems.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011
Proceedings of the 2011 International Conference on Parallel Processing Workshops, 2011
PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011
2010
Proceedings of the Conference on High Performance Computing Networking, 2010
Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, 2010
2009
Accelerating tropical cyclone analysis using LambdaRAM, a distributed data cache over wide-area ultra-fast networks.
Future Gener. Comput. Syst., 2009
The OptIPortal, a scalable visualization, storage, and computing interface device for the OptiPuter.
Future Gener. Comput. Syst., 2009
2008
Specification and Verification of LambdaRAM: A Wide-area Distributed Cache for High Performance Computing.
Proceedings of the 6th ACM & IEEE International Conference on Formal Methods and Models for Co-Design (MEMOCODE 2008), 2008
Proceedings of the Fourth International Conference on e-Science, 2008
2006
The global lambda visualization facility: An international ultra-high-definition wide-area visualization collaboratory.
Future Gener. Comput. Syst., 2006
The first functional demonstration of optical virtual concatenation as a technique for achieving Terabit networking.
Future Gener. Comput. Syst., 2006
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Proceedings of the 3rd International Conference on Broadband Communications, 2006
2004
Vol-a-Tile - A Tool for Interactive Exploration of Large Volumetric Data on Scalable Tiled Displays.
Proceedings of the 15th IEEE Visualization Conference, 2004
JuxtaView - a tool for interactive visualization of large imagery on scalable tiled displays.
Proceedings of the 2004 IEEE International Conference on Cluster Computing (CLUSTER 2004), 2004