Mathematical foundations of the GraphBLAS J Kepner, P Aaltonen, D Bader, A Buluç, F Franchetti, J Gilbert, ... 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2016 | 306 | 2016 |
The Myria Big Data Management and Analytics System and Cloud Services. J Wang, T Baker, M Balazinska, D Halperin, B Haynes, B Howe, ... CIDR 47, 48, 2017 | 101 | 2017 |
Associative array model of SQL, NoSQL, and NewSQL Databases J Kepner, V Gadepally, D Hutchison, H Jananthan, T Mattson, S Samsi, ... 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2016 | 99 | 2016 |
SPORES: sum-product optimization via relational equality saturation for large scale linear algebra YR Wang, S Hutchison, J Leang, B Howe, D Suciu arXiv preprint arXiv:2002.07951, 2020 | 87 | 2020 |
LaraDB: A minimalist kernel for linear and relational algebra computation D Hutchison, B Howe, D Suciu Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for …, 2017 | 74 | 2017 |
On optimizing operator fusion plans for large-scale machine learning in systemml M Boehm, B Reinwald, D Hutchison, AV Evfimievski, P Sen arXiv preprint arXiv:1801.00829, 2018 | 72 | 2018 |
Graphulo: Linear algebra graph kernels for nosql databases V Gadepally, J Bolewski, D Hook, D Hutchison, B Miller, J Kepner 2015 IEEE International Parallel and Distributed Processing Symposium …, 2015 | 62 | 2015 |
Graphulo implementation of server-side sparse matrix multiply in the Accumulo database D Hutchison, J Kepner, V Gadepally, A Fuchs 2015 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2015 | 48 | 2015 |
Monitoring internet trade to inform species conservation actions V Vaglica, M Sajeva, HN McGough, D Hutchison, C Russo, AD Gordon, ... Endangered Species Research 32, 223-235, 2017 | 37 | 2017 |
Polystore mathematics of relational algebra H Jananthan, Z Zhou, V Gadepally, D Hutchison, S Kim, J Kepner 2017 IEEE International Conference on Big Data (Big Data), 3180-3189, 2017 | 23 | 2017 |
From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database D Hutchison, J Kepner, V Gadepally, B Howe 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2016 | 22 | 2016 |
Lara: A key-value algebra underlying arrays and relations D Hutchison, B Howe, D Suciu arXiv preprint arXiv:1604.03607, 2016 | 12 | 2016 |
Distributed Triangle Counting in the Graphulo Matrix Math Library D Hutchison arXiv preprint arXiv:1709.01054, 2017 | 11 | 2017 |
Julia implementation of the dynamic distributed dimensional data model A Chen, A Edelman, J Kepner, V Gadepally, D Hutchison 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2016 | 11 | 2016 |
Taming biological big data with D4M J Kepner, D Ricke, D Hutchison Lincoln Laboratory Journal 20 (1), 2013 | 10 | 2013 |
Benchmarking the graphulo processing framework T Weale, V Gadepally, D Hutchison, J Kepner 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-5, 2016 | 6 | 2016 |
D4m 3.0: Extended database and language capabilities L Milechin, V Gadepally, S Samsi, J Kepner, A Chen, D Hutchison 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2017 | 5 | 2017 |
ModelWizard: toward interactive model construction D Hutchison arXiv preprint arXiv:1604.04639, 2016 | 1 | 2016 |
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra Y Remy Wang, S Hutchison, J Leang, B Howe, D Suciu arXiv e-prints, arXiv: 2002.07951, 2020 | | 2020 |
Causal Inference under Uncertainty via Adjustments and SOPDs D Hutchison, S Kleinberg Causality and Experimentation in the Sciences, 2013 | | 2013 |