| Deadline-based Workload Management for MapReduce Environments: Pieces of the Performance Puzzle A Verma, L Cherkasova, VS Kumar, RH Campbell NOMS, 2012 | 116 | 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 | 54 | 2017 |
| 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 | 36 | 2019 |
| Job scheduling based on map stage and reduce stage duration A Verma, L Cherkasova, VS Kumar US Patent 8,732,720, 2014 | 35 | 2014 |
| 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 | 35 | 2009 |
| 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 | 30 | 2008 |
| 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 | 24 | 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 | 23 | 2006 |
| 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 | 19 | 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 | 18 | 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 | 16 | 2019 |
| 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 | 16 | 2005 |
| Method and System for Multi-modal Lineage Tracing and Impact Assessment in a Concept Lineage Data Flow Network KS Aggour, JW Williams, J McHugh, VS Kumar US Patent 10,268,345, 2019 | 15 | 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 | 13 | 2009 |
| Compound knowledge graph-enabled AI assistant for accelerated materials discovery KS Aggour, A Detor, A Gabaldon, V Mulwad, A Moitra, P Cuddihy, ... Integrating Materials and Manufacturing Innovation 11 (4), 467-478, 2022 | 10 | 2022 |
| Application of big data analytics and machine learning to large-scale synchrophasor datasets: evaluation of dataset ‘machine learning-readiness’ P Hart, L He, T Wang, VS Kumar, K Aggour, A Subramanian, W Yan IEEE Open Access Journal of Power and Energy 9, 386-397, 2022 | 9 | 2022 |
| Knowledge-driven federated big data query and analytics platform KS Aggour, P Cuddihy, VS Kumar, JMW Williams, AJ Vinciquerra US Patent 10,963,518, 2021 | 9 | 2021 |
| 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 | 8 | 2021 |
| 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 | 8 | 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 | 7 | 2020 |
Kareem S. AggourTechnology Manager, GE Aerospace ResearchVerified email at ge.com