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18 papers · 1 filter
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling
Oscar Moll, Favyen Bastani, Sam Madden +3
Capturing and processing video is increasingly common as cameras become cheaper to deploy. At the same time, rich video understanding methods have progressed greatly in the last de…
Database Operations in D4M.jl
Lauren Milechin, Vijay Gadepally, Jeremy Kepner
Each step in the data analytics pipeline is important, including database ingest and query. The D4M-Accumulo database connector has allowed analysts to quickly and easily ingest to…
Curator: Provenance Management for Modern Distributed Systems
Warren Smith, Thomas Moyer, Charles Munson
Data provenance is a valuable tool for protecting and troubleshooting distributed systems. Careful design of the provenance components reduces the impact on the design, implementat…
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…
Version 0.1 of the BigDAWG Polystore System
Vijay Gadepally, Kyle OBrien, Adam Dziedzic +7
A polystore system is a database management system (DBMS) composed of integrated heterogeneous database engines and multiple programming languages. By matching data to the storage…
Benchmarking the Graphulo Processing Framework
Timothy Weale, Vijay Gadepally, Dylan Hutchison +1
Graph algorithms have wide applicablity to a variety of domains and are often used on massive datasets. Recent standardization efforts such as the GraphBLAS specify a set of key co…