Scalability and communication performance of HPC on Azure Cloud

Different domains of research are moving to cloud computing whether to carry out compute intensive experiments or to store large datasets. Cloud computing services allow the users to focus on the application, without being concerned about the physical resources. HPC system on the cloud is desired fo...

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Bibliographic Details
Main Authors: Hanan A. Hassan, Shimaa A. Mohamed, Walaa M. Sheta
Format: Article
Language:English
Published: Elsevier 2016-07-01
Series:Egyptian Informatics Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866515000523
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spelling doaj-ad9f1e6c7a8f4ba5a022bb4b8a0b8ebd2021-07-02T04:26:44ZengElsevierEgyptian Informatics Journal1110-86652016-07-0117217518210.1016/j.eij.2015.11.001Scalability and communication performance of HPC on Azure CloudHanan A. HassanShimaa A. MohamedWalaa M. ShetaDifferent domains of research are moving to cloud computing whether to carry out compute intensive experiments or to store large datasets. Cloud computing services allow the users to focus on the application, without being concerned about the physical resources. HPC system on the cloud is desired for their high needs of efficient CPU computations. Our objective was to evaluate the scalability and performance of High Performance Cloud Computing on Microsoft Azure Cloud infrastructure by using well known Benchmarks, namely, IMB point-to-point communication and NAS Parallel Benchmarks (NPB). In our experiments, performance of the HPC applications on the cloud is assessed in terms of MOPS and speedup, and is tested under different configurations of cluster sizes. Also, point-to point communication performance between nodes is assessed in terms of latency and bandwidth as a function of message size.http://www.sciencedirect.com/science/article/pii/S1110866515000523HPC on cloud computingAzure CloudNPB benchmarks
collection DOAJ
language English
format Article
sources DOAJ
author Hanan A. Hassan
Shimaa A. Mohamed
Walaa M. Sheta
spellingShingle Hanan A. Hassan
Shimaa A. Mohamed
Walaa M. Sheta
Scalability and communication performance of HPC on Azure Cloud
Egyptian Informatics Journal
HPC on cloud computing
Azure Cloud
NPB benchmarks
author_facet Hanan A. Hassan
Shimaa A. Mohamed
Walaa M. Sheta
author_sort Hanan A. Hassan
title Scalability and communication performance of HPC on Azure Cloud
title_short Scalability and communication performance of HPC on Azure Cloud
title_full Scalability and communication performance of HPC on Azure Cloud
title_fullStr Scalability and communication performance of HPC on Azure Cloud
title_full_unstemmed Scalability and communication performance of HPC on Azure Cloud
title_sort scalability and communication performance of hpc on azure cloud
publisher Elsevier
series Egyptian Informatics Journal
issn 1110-8665
publishDate 2016-07-01
description Different domains of research are moving to cloud computing whether to carry out compute intensive experiments or to store large datasets. Cloud computing services allow the users to focus on the application, without being concerned about the physical resources. HPC system on the cloud is desired for their high needs of efficient CPU computations. Our objective was to evaluate the scalability and performance of High Performance Cloud Computing on Microsoft Azure Cloud infrastructure by using well known Benchmarks, namely, IMB point-to-point communication and NAS Parallel Benchmarks (NPB). In our experiments, performance of the HPC applications on the cloud is assessed in terms of MOPS and speedup, and is tested under different configurations of cluster sizes. Also, point-to point communication performance between nodes is assessed in terms of latency and bandwidth as a function of message size.
topic HPC on cloud computing
Azure Cloud
NPB benchmarks
url http://www.sciencedirect.com/science/article/pii/S1110866515000523
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