187 citations · 1k across the 59 of their papers we have counts for
5 papers · 1 filter
Parallel Algorithms for Adding a Collection of Sparse Matrices
Md Taufique Hussain, Guttu Sai Abhishek, Aydin Buluç +1
We develop a family of parallel algorithms for the SpKAdd operation that adds a collection of k sparse matrices. SpKAdd is a much needed operation in many applications including di…
Parallel Algorithms for Masked Sparse Matrix-Matrix Products
Srđan Milaković, Oguz Selvitopi, Israt Nisa +2
Computing the product of two sparse matrices (SpGEMM) is a fundamental operation in various combinatorial and graph algorithms as well as various bioinformatics and data analytics…
Spatial Temporal Analysis of 40,000,000,000,000 Internet Darkspace Packets
Jeremy Kepner, Michael Jones, Daniel Andersen +24
The Internet has never been more important to our society, and understanding the behavior of the Internet is essential. The Center for Applied Internet Data Analysis (CAIDA) Telesc…
Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems
Ariful Azad, Oguz Selvitopi, Md Taufique Hussain +2
Combinatorial algorithms such as those that arise in graph analysis, modeling of discrete systems, bioinformatics, and chemistry, are often hard to parallelize. The Combinatorial B…
Randomized Algorithms for Scientific Computing (RASC)
Aydin Buluc, Tamara G. Kolda, Stefan M. Wild +16
Randomized algorithms have propelled advances in artificial intelligence and represent a foundational research area in advancing AI for Science. Future advancements in DOE Office o…