96 citations · 237 across the 19 of their papers we have counts for
3 papers · 1 filter
AI Data Wrangling with Associative Arrays
Jeremy Kepner, Vijay Gadepally, Hayden Jananthan +2
The AI revolution is data driven. AI "data wrangling" is the process by which unusable data is transformed to support AI algorithm development (training) and deployment (inference)…
A Billion Updates per Second Using 30,000 Hierarchical In-Memory D4M Databases
Jeremy Kepner, Vijay Gadepally, Lauren Milechin +15
Analyzing large scale networks requires high performance streaming updates of graph representations of these data. Associative arrays are mathematical objects combining properties…
D4M 3.0: Extended Database and Language Capabilities
Lauren Milechin, Vijay Gadepally, Siddharth Samsi +3
The D4M tool was developed to address many of today's data needs. This tool is used by hundreds of researchers to perform complex analytics on unstructured data. Over the past few…