Shana Hutchison
Shana Hutchison
Verified email at cs.washington.edu - Homepage
Title
Cited by
Cited by
Year
Mathematical foundations of the GraphBLAS
J Kepner, P Aaltonen, D Bader, A BuluÁ, F Franchetti, J Gilbert, ...
2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2016
1242016
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
682016
The Myria Big Data Management and Analytics System and Cloud Services.
J Wang, T Baker, M Balazinska, D Halperin, B Haynes, B Howe, ...
CIDR, 2017
542017
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
472015
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
342015
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
302017
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
162016
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
142018
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
122017
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
112017
Taming biological big data with D4M
J Kepner, D Ricke, D Hutchison
Lincoln Laboratory Journal 20 (1), 2013
102013
Distributed Triangle Counting in the Graphulo Matrix Math Library
D Hutchison
arXiv preprint arXiv:1709.01054, 2017
92017
Lara: A key-value algebra underlying arrays and relations
D Hutchison, B Howe, D Suciu
arXiv preprint arXiv:1604.03607, 2016
92016
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
62016
Benchmarking the graphulo processing framework
T Weale, V Gadepally, D Hutchison, J Kepner
2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-5, 2016
62016
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
22017
ModelWizard: toward interactive model construction
D Hutchison
arXiv preprint arXiv:1604.04639, 2016
12016
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
2020
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, 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
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Articles 1–20