3 papers
cs.MS2025
Binsparse: A Specification for Cross-Platform Storage of Sparse Matrices and Tensors
Benjamin Brock, Willow Ahrens, Hameer Abbasi +6
Sparse matrices and tensors are ubiquitous throughout multiple subfields of computing. The widespread usage of sparse data has inspired many in-memory and on-disk storage formats,…
cs.NI2022
Hypersparse Network Flow Analysis of Packets with GraphBLAS
Tyler Trigg, Chad Meiners, Sandeep Pisharody +23
Internet analysis is a major challenge due to the volume and rate of network traffic. In lieu of analyzing traffic as raw packets, network analysts often rely on compressed network…
cs.MS2021
LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms
Gábor Szárnyas, David A. Bader, Timothy A. Davis +4
Graph algorithms can be expressed in terms of linear algebra. GraphBLAS is a library of low-level building blocks for such algorithms that targets algorithm developers. LAGraph bui…