A Compact, Dynamic, and Distributed GPU Data Structure Library

Nov 17, 2023
Data Structure
Prashant Pandey
Prashant Pandey
Assistant Professor

My research interests lie at the intersection of Systems and Algorithms. I design and build and high-performance and theoretically well-founded data structures for large-scale data systems across computational biology, streaming, and file systems.

Publications

FaSTCC: Fast Sparse Tensor Contractions on CPUs
Saurabh Raje, Hunter McCoy, Atanas Rountev, Prashant Pandey, P. Sadayappan
PDF Code Project
Gallatin: A General-Purpose GPU Memory Manager
Hunter McCoy, Prashant Pandey
PDF Cite Code Project
High-Performance Filters for GPUs
Hunter McCoy, Steven Hofmeyr, Katherine Yelick, Prashant Pandey
PDF Cite Code Project Project
Communication Optimization for Distributed Execution of Graph Neural Networks
Süreyya Emre Kurt, Jinghua Yan, Aravind Sukumaran-Rajam, Prashant Pandey, P. Sadayappan
PDF Cite Project Project
Distributed-Memory k-mer Counting on GPUs
Israt Nisa, Prashant Pandey, Marquita Ellis, Leonid Oliker, Aydin Buluc, Katherine Yelick
PDF Cite Code Project Project