Hunter McCoy

PhD Student in Computer Science

About

I am a PhD student in Computer Science at Northeastern University, advised by Prashant Pandey. My research focuses on high-performance parallel data structures for accelerators such as GPUs, parallel computing, and high-performance optimization. I have extensive experience with C++, Python, MPI, OpenMP, CUDA, and UPC++.

Education

Northeastern University - PhD in Computer Science (Jan 2025 - May 2027)
Advisor: Prashant Pandey
University of Utah - MS in Computer Science (Aug 2022 - Dec 2024)
GPA: 4.00
UC Berkeley - BS in Electrical Engineering and Computer Science (Aug 2018 - May 2021)
GPA: 3.61

Research

High-Performance GPU Data Structures

Developing concurrent, highly efficient GPU data structures including hash tables and memory managers. Created Gallatin, a GPU memory manager using van Emde Boas trees that achieves up to 12.6 billion allocations per second.

Parallel Filters for Genomics

Designed high-throughput GPU filters for the MetaHipMer2 de-novo metagenomic assembler, achieving 4.45x speedup and reducing memory usage by 40%. This work enabled the largest genomic assembly ever performed.

Dynamic Caching for CPU/GPU

Developing an epoch-based caching scheme that allows GPU threads to transparently access both host and device memory, expanding available memory without sacrificing performance for hot keys.

Publications

Concurrent GPU Hash Tables

Authors: Hunter McCoy, Prashant Pandey

Venue: Alenex 2026

FaSTCC: Fast Sparse Tensor Contractions on CPUs

Authors: Saurabh Raje, Hunter McCoy, Prashant Pandey, Atanas Rountev, P. Sadayappan

Venue: Supercomputing 2026

Adaptive Quotient Filter

Authors: Richard Wen, David Tench, Hunter McCoy, Guido Tagliavini, Michael A. Bender, Alex Conway, Martin Farach-Colton, Rob Johnson, Prashant Pandey

Venue: SIGMOD 2025

Gallatin: A General-Purpose GPU Memory Manager

Authors: Hunter McCoy, Prashant Pandey

Venue: PPOPP 2024

Singleton Sieving

Authors: Hunter McCoy, Steven Hofmeyr, Katherine Yelick, Prashant Pandey

Venue: ACDA 2023

High-Performance Filters for GPUs

Authors: Hunter McCoy, Steven Hofmeyr, Katherine Yelick, Prashant Pandey

Venue: PPOPP 2023

Contact

Email: mccoy.hu@northeastern.edu

Phone: 502.507.7349

Address: 6943 S Twin Aspen Cove, Salt Lake City, UT 84121

GitHub: huntermBerkeley