January 13, 2023
Journal Article

New Horizons for High-Performance Computing

Abstract

This paper provides an overview of the past, present, and a diverse collection of future computer architecture alternatives for HPC. The end of Moore’s Law influenced the current HPC architecture focus on accelerated compute nodes composed of CPU and GPU computing components integrated into massively parallel processor architecture systems. There are many alternatives for future HPC directions, with different technologies, computing ecosystems, opportunities for lead user application-driven customization, and the role of open innovation business models. This paper provides an overview of these different new horizons for HPC, an organizing principle to focus future computing research, different public-private partnership models, and the critical role of workforce development.

Published: January 13, 2023

Citation

Ang J.A., and D.J. Mountain. 2022. New Horizons for High-Performance Computing. Computer 55, no. 12:156-162. PNNL-SA-176362. doi:10.1109/MC.2022.3200859

Research topics