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An environment for modeling and simulation of message-passing parallel applications for cloud computing
Citation
Garg, SK and Buyya, R, An environment for modeling and simulation of message-passing parallel applications for cloud computing, Software: Practice and Experience, 43, (11) pp. 1359-1375. ISSN 0038-0644 (2013) [Refereed Article]
Copyright Statement
Copyright 2012 John Wiley & Sons, Ltd.
DOI: doi:10.1002/spe.2156
Abstract
As Cloud computing is becoming a mainstream platform, it has also become important to understand the
implications on customers’ applications or systems when deployed on Clouds. Therefore, simulation tools
become a critical requirement that not only evaluate the performance of Clouds but also help in developing
Cloud computing further. However, current simulation solutions for Clouds do not support many important
application paradigms such as message-passing parallel applications. This limits the usage of these solutions
to study the deployment of many scientific applications on Clouds. In this paper, after recognizing the
needs and requirements of the Cloud research and development community, we propose a Cloud simulation
environment with a scalable network and message-passing application model that allows accurate evaluation
of scheduling and resource provisioning policies and thus helps in optimizing the performance of a Cloud
infrastructure.
Item Details
Item Type: | Refereed Article |
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Keywords: | cloud computing, simulation and modeling, message-passing applications |
Research Division: | Information and Computing Sciences |
Research Group: | Distributed computing and systems software |
Research Field: | Distributed systems and algorithms |
Objective Division: | Information and Communication Services |
Objective Group: | Information systems, technologies and services |
Objective Field: | Information systems, technologies and services not elsewhere classified |
UTAS Author: | Garg, SK (Dr Saurabh Garg) |
ID Code: | 93829 |
Year Published: | 2013 |
Web of Science® Times Cited: | 8 |
Deposited By: | Information and Communication Technology |
Deposited On: | 2014-08-19 |
Last Modified: | 2018-02-28 |
Downloads: | 0 |
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