272 citations · 2.5k across the 136 of their papers we have counts for
4 papers · 2 filters
Graphulo Implementation of Server-Side Sparse Matrix Multiply in the Accumulo Database
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally +1
The Apache Accumulo database excels at distributed storage and indexing and is ideally suited for storing graph data. Many big data analytics compute on graph data and persist thei…
D4M: Bringing Associative Arrays to Database Engines
Vijay Gadepally, Jeremy Kepner, William Arcand +11
The ability to collect and analyze large amounts of data is a growing problem within the scientific community. The growing gap between data and users calls for innovative tools tha…
Enabling On-Demand Database Computing with MIT SuperCloud Database Management System
Andrew Prout, Jeremy Kepner, Peter Michaleas +11
The MIT SuperCloud database management system allows for rapid creation and flexible execution of a variety of the latest scientific databases, including Apache Accumulo and SciDB.…
Associative Arrays: Unified Mathematics for Spreadsheets, Databases, Matrices, and Graphs
Jeremy Kepner, Julian Chaidez, Vijay Gadepally +1
Data processing systems impose multiple views on data as it is processed by the system. These views include spreadsheets, databases, matrices, and graphs. The common theme amongst…