Vijay S Kumar
Vijay S Kumar
Senior Scientist, GE Research
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Cited by
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Deadline-based Workload Management for MapReduce Environments: Pieces of the Performance Puzzle
A Verma, L Cherkasova, VS Kumar, RH Campbell
NOMS, 2012
Integrated access to big data polystores through a knowledge-driven framework
J McHugh, PE Cuddihy, JW Williams, KS Aggour, VS Kumar, V Mulwad
2017 IEEE International Conference on Big Data (Big Data), 1494-1503, 2017
An integrated framework for performance-based optimization of scientific workflows
VS Kumar, P Sadayappan, G Mehta, K Vahi, E Deelman, V Ratnakar, ...
Proceedings of the 18th ACM international symposium on High performance …, 2009
Job scheduling based on map stage and reduce stage duration
A Verma, L Cherkasova, VS Kumar
US Patent 8,732,720, 2014
Large-scale biomedical image analysis in grid environments
VS Kumar, B Rutt, T Kurc, UV Catalyurek, TC Pan, S Chow, S Lamont, ...
IEEE Transactions on Information Technology in Biomedicine 12 (2), 154-161, 2008
Large image correction and warping in a cluster environment
VS Kumar, B Rutt, T Kurc, U Catalyurek, J Saltz, S Chow, S Lamont, ...
Proceedings of the 2006 ACM/IEEE conference on Supercomputing, 79-es, 2006
Analysis and semantic querying in large biomedical image datasets
VS Kumar, S Narayanan, T Kurc, J Kong, MN Gurcan, JH Saltz
Computer 41 (4), 52-59, 2008
Parameterized specification, configuration and execution of data-intensive scientific workflows
VS Kumar, T Kurc, V Ratnakar, J Kim, G Mehta, K Vahi, YL Nelson, ...
Cluster computing 13, 315-333, 2010
HPC and grid computing for integrative biomedical research
T Kurc, S Hastings, V Kumar, S Langella, A Sharma, T Pan, S Oster, ...
The international journal of high performance computing applications 23 (3 …, 2009
A runtime framework for partial replication and its application for on-demand data exploration
S Narayanan, U Catalyurek, T Kurc, VS Kumar, J Saltz
High Performance Computing Symposium (HPC 2005), SCS Spring Simulation …, 2005
Federated multimodal big data storage & analytics platform for additive manufacturing
KS Aggour, VS Kumar, P Cuddihy, JW Williams, V Gupta, L Dial, T Hanlon, ...
2019 IEEE international conference on big data (big data), 1729-1738, 2019
Architectural implications for spatial object association algorithms
VS Kumar, T Kurc, J Saltz, G Abdulla, SR Kohn, C Matarazzo
2009 IEEE International Symposium on Parallel & Distributed Processing, 1-12, 2009
NodeGroup: a knowledge-driven data management abstraction for industrial machine learning
VS Kumar, P Cuddihy, KS Aggour
3rd International Workshop on Data Management for End-to-End Machine …, 2019
Multimodal, small and big data, machine learning systems and processes
H Goldfarb, KS Aggour, A Pandey, VS Kumar, W Gerald
US Patent 10,929,771, 2021
A PHYSICS-INFORMED DATA DRIVEN APPROACH TO ADDITIVE MANUFACTURING PARAMETER OPTIMIZATION: A novel framework including experimental and model-based techniques saves time and …
LC Dial, S Ghosh, NC Kumar, VS Kumar, VK Gupta, T Hanlon, ...
Advanced Materials & Processes 177 (7), 16-22, 2019
A Highly Parallel Next-Generation DNA Sequencing Data Analysis Pipeline in Hadoop
KS Aggour, VS Kumar, DP Sangurdekar, LA Newberg, CD Kodira
IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2015
High-performance systems for in silico microscopy imaging studies
F Wang, T Kurc, P Widener, T Pan, J Kong, L Cooper, D Gutman, ...
Data Integration in the Life Sciences: 7th International Conference, DILS …, 2010
Big data analysis of massive PMU datasets: A data platform perspective
VS Kumar, T Wang, KS Aggour, P Wang, PJ Hart, W Yan
2021 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2021
A federated, multimodal digital thread platform for enabling digital twins
VS Kumar, KS Aggour, P Cuddihy, JW Williams
Naval Engineers Journal 132 (1), 47-56, 2020
Supporting Large Scale Medical and Scientific Datasets
U Catalyurek, S Hastings, K Huang, VS Kumar, T Kurc, S Langella, ...
Parallel Computing: Current & Future Issues of High-End Computing, 3-14, 2008
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