98 citations · 806 across the 65 of their papers we have counts for
13 papers · 1 filter
In-Storage Embedded Accelerator for Sparse Pattern Processing
Sang-Woo Jun, Huy T. Nguyen, Vijay N. Gadepally +1
We present a novel architecture for sparse pattern processing, using flash storage with embedded accelerators. Sparse pattern processing on large data sets is the essence of applic…
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…
The BigDAWG Polystore System and Architecture
Vijay Gadepally, Peinan Chen, Jennie Duggan +6
Organizations are often faced with the challenge of providing data management solutions for large, heterogenous datasets that may have different underlying data and programming mod…
Benchmarking SciDB Data Import on HPC Systems
Siddharth Samsi, Laura Brattain, William Arcand +16
SciDB is a scalable, computational database management system that uses an array model for data storage. The array data model of SciDB makes it ideally suited for storing and manag…
Julia Implementation of the Dynamic Distributed Dimensional Data Model
Alexander Chen, Alan Edelman, Jeremy Kepner +2
Julia is a new language for writing data analysis programs that are easy to implement and run at high performance. Similarly, the Dynamic Distributed Dimensional Data Model (D4M) a…
High-throughput Ingest of Provenance Records into Accumulo
Thomas Moyer, Vijay Gadepally
Whole-system data provenance provides deep insight into the processing of data on a system, including detecting data integrity attacks. The downside to systems that collect whole-s…