High Performance Computing in the cloud: Deployment, performance and cost efficiency

Eduardo Roloff, Matthias Diener, Alexandre Carissimi, Philippe O.A. Navaux

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

High-Performance Computing (HPC) in the cloud has reached the mainstream and is currently a hot topic in the research community and the industry. The attractiveness of cloud for HPC is the capability to run large applications on powerful, scalable hardware without needing to actually own or maintain this hardware. In this paper, we conduct a detailed comparison of HPC applications running on three cloud providers, Amazon EC2, Microsoft Azure and Rackspace. We analyze three important characteristics of HPC, deployment facilities, performance and cost efficiency and compare them to a cluster of machines. For the experiments, we used the well-known NAS parallel benchmarks as an example of general scientific HPC applications to examine the computational and communication performance. Our results show that HPC applications can run efficiently on the cloud. However, care must be taken when choosing the provider, as the differences between them are large. The best cloud provider depends on the type and behavior of the application, as well as the intended usage scenario. Furthermore, our results show that HPC in the cloud can have a higher performance and cost efficiency than a traditional cluster, up to 27 % and 41 %, respectively.

Original languageEnglish (US)
Title of host publicationCloudCom 2012 - Proceedings
Subtitle of host publication2012 4th IEEE International Conference on Cloud Computing Technology and Science
Pages371-378
Number of pages8
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 4th IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2012 - Taipei, Taiwan, Province of China
Duration: Dec 3 2012Dec 6 2012

Publication series

NameCloudCom 2012 - Proceedings: 2012 4th IEEE International Conference on Cloud Computing Technology and Science

Conference

Conference2012 4th IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2012
Country/TerritoryTaiwan, Province of China
CityTaipei
Period12/3/1212/6/12

ASJC Scopus subject areas

  • Software

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