research
∙
01/02/2018
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML
Many large-scale machine learning (ML) systems allow specifying custom M...
share
research
∙
12/03/2017
Polystore Mathematics of Relational Algebra
Financial transactions, internet search, and data analysis are all placi...
research
∙
08/20/2017
Distributed Triangle Counting in the Graphulo Matrix Math Library
Triangle counting is a key algorithm for large graph analysis. The Graph...
research
∙
08/09/2017
D4M 3.0: Extended Database and Language Capabilities
The D4M tool was developed to address many of today's data needs. This t...
research
∙
09/27/2016
Benchmarking the Graphulo Processing Framework
Graph algorithms have wide applicablity to a variety of domains and are ...
research
∙
08/14/2016
Julia Implementation of the Dynamic Distributed Dimensional Data Model
Julia is a new language for writing data analysis programs that are easy...
research
∙
06/22/2016
From NoSQL Accumulo to NewSQL Graphulo: Design and Utility of Graph Algorithms inside a BigTable Database
Google BigTable's scale-out design for distributed key-value storage ins...
research
∙
06/18/2016