DocumentCode
3594561
Title
Performance analysis of Cloud as a feasible platform for HPC applications using Radix Sort algorithm
Author
Aiatullah, Md ; Hassani, Rashid ; Malekpour, Abbas ; Luksch, Peter
Author_Institution
Fac. of Comput. Sci. & Electr. Eng., Univ. of Rostock, Rostock, Germany
fYear
2014
Firstpage
577
Lastpage
582
Abstract
Cloud Computing has become a significant technology trend. It is going to reshape IT processes and IT marketplace in recent years. It is grabbing the people´s attention rapidly as an opportune resource of computational power as well as priced Cloud computing services save pains to maintain the computational ambience. Gradually, Cloud is bringing new possibilities for a scientific community to build High Performance Computing platforms. Despite the wide benefits the Cloud offers, the question on everyone´s mind is “Whether is Cloud a feasible platform for HPC applications?” This paper evaluates the performance of Amazon Cloud as well as non-Cloud using Parallel Radix Sort algorithm based on Open MPI. Message Passing Interface (MPI) is chosen as the efficient method to develop and implement the Parallel Radix Sort in the Cloud platforms. Most preceding works on High Performance Computing have been ported to the public Cloud background in various fields. The problems and challenges are assessed related to HPC on local and Cloud environments. Based on these experiment results, this paper will conclude the Cloud is a suitable platform for proposed type of HPC applications.
Keywords
cloud computing; message passing; parallel algorithms; Amazon cloud; HPC applications; MPI; Open MPI; cloud computing; cloud performance analysis; high performance computing; message passing interface; parallel radix sort algorithm; public cloud background; Cloud Computing; EC2; Open MPI; Parallel Radix Sort;
fLanguage
English
Publisher
iet
Conference_Titel
Wireless Communications, Networking and Mobile Computing (WiCOM 2014), 10th International Conference on
Print_ISBN
978-1-84919-845-5
Type
conf
DOI
10.1049/ic.2014.0164
Filename
7129692
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