Cloud-based parallel computing across multiple clusters in Julia

IaaS cloud providers are now a de facto alternative to HPC. They offer a rich catalog of virtual machine instances with high-end processors and accelerators connected through advanced network technology. This makes it possible to create cluster computing platforms rivaling the on-premises alternatives. This paper presents an Infrastructure as Code (IaC) approach to build parallel computing systems in Julia, both hardware and software elements, benefiting users of HPC applications in dynamic programming languages.

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Publication Details

Published
2024-09-30
DOI
https://doi.org/10.5753/sblp.2024.3470
Primary Topic
Distributed and Parallel Computing Systems
Type
article
Field-Weighted Citation Impact
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article

Cloud-based parallel computing across multiple clusters in Julia

Claro Henrique Silva Sales, Francisco Heron de Carvalho, João Marcelo Uchôa de Alencar
Distributed and Parallel Computing Systems
article

Cloud-based parallel computing across multiple clusters in Julia

Claro Henrique Silva Sales, Francisco Heron de Carvalho, João Marcelo Uchôa de Alencar
article en

Abstract

IaaS cloud providers are now a de facto alternative to HPC. They offer a rich catalog of virtual machine instances with high-end processors and accelerators connected through advanced network technology. This makes it possible to create cluster computing platforms rivaling the on-premises alternatives. This paper presents an Infrastructure as Code (IaC) approach to build parallel computing systems in Julia, both hardware and software elements, benefiting users of HPC applications in dynamic programming languages.

United Food and Commercial Workers (US)
Openalex Percentile: Top 80%
Distributed and Parallel Computing Systems
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