English

The Case for Non-Volatile RAM in Cloud HPCaaS

Distributed, Parallel, and Cluster Computing 2022-08-04 v1

Abstract

HPC as a service (HPCaaS) is a new way to expose HPC resources via cloud services. However, continued effort to port large-scale tightly coupled applications with high interprocessor communication to multiple (and many) nodes synchronously, as in on-premise supercomputers, is still far from satisfactory due to network latencies. As a consequence, in said cases, HPCaaS is recommended to be used with one or few instances. In this paper we take the claim that new piece of memory hardware, namely Non-Volatile RAM (NVRAM), can allow such computations to scale up to an order of magnitude with marginalized penalty in comparison to RAM. Moreover, we suggest that the introduction of NVRAM to HPCaaS can be cost-effective to the users and the suppliers in numerous forms.

Keywords

Cite

@article{arxiv.2208.02240,
  title  = {The Case for Non-Volatile RAM in Cloud HPCaaS},
  author = {Yehonatan Fridman and Re'em Harel and Gal Oren},
  journal= {arXiv preprint arXiv:2208.02240},
  year   = {2022}
}

Comments

4 pages

R2 v1 2026-06-25T01:27:24.978Z