|Deadline-based Workload Management for MapReduce Environments: Pieces of the Performance Puzzle|
A Verma, L Cherkasova, VS Kumar, RH Campbell
|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 (3), 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
|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
|A runtime framework for partial replication and its application for on-demand data exploration|
S Narayanan, U Catalyurek, T Kurc, V Kumar, J Saltz
High Performance Computing Symposium (HPC 2005), SCS Spring Simulation …, 2005
|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
|High-performance systems for in silico microscopy imaging studies|
F Wang, T Kurc, P Widener, T Pan, J Kong, L Cooper, D Gutman, ...
International Conference on Data Integration in the Life Sciences, 3-18, 2010
|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
|Performance vs. accuracy trade-offs for large-scale image analysis applications|
VS Kumar, T Kurc, J Kong, U Catalyurek, M Gurcan, J Saltz
2007 IEEE International Conference on Cluster Computing, 100-109, 2007
|Distributed out-of-core preprocessing of very large microscopy images for efficient querying|
B Rutt, VS Kumar, T Pan, T Kurc, U Catalyurek, J Saltz, Y Wang
2005 IEEE International Conference on Cluster Computing, 1-10, 2005
|Intelligent optimization of parallel and distributed applications|
B Bansal, U Catalyurek, J Cheme, C Chen, E Deelman, Y Gil, M Hall, ...
2007 IEEE International Parallel and Distributed Processing Symposium, 1-6, 2007
|Designing and parameterizing a workflow for optimization: A case study in biomedical imaging|
VS Kumar, M Hall, J Kim, Y Gil, T Kurc, E Deelman, V Ratnakar, J Saltz
2008 IEEE International Symposium on Parallel and Distributed Processing, 1-5, 2008
|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
|A PHYSICS-INFORMED DATA DRIVEN APPROACH TO ADDITIVE MANUFACTURING PARAMETER OPTIMIZATION|
LC Dial, S Ghosh, NC Kumar, VS Kumar, VK Gupta, T Hanlon, ...
Advanced Materials & Processes 177 (7), 16-21, 2019
|NodeGroup: A Knowledge-driven Data Management Abstraction for Industrial Machine Learning|
VS Kumar, P Cuddihy, KS Aggour
Proceedings of the 3rd International Workshop on Data Management for End-to …, 2019