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NetworkCloudSim: modelling parallel applications in cloud simulations

Citation

Garg, SK and Buyya, R, NetworkCloudSim: modelling parallel applications in cloud simulations, Proceedings of the 4th IEEE/ACM International Conference on Utility and Cloud Computing, 5-7 December 2011, Melbourne, Australia, pp. 105-113. ISBN 978-1-4577-2116-8 (2011) [Refereed Conference Paper]

Copyright Statement

Copyright 2011 IEEE

DOI: doi:10.1109/UCC.2011.24

Abstract

As interest in adopting Cloud computing for various applications is rapidly growing, it is important to understand how these applications and systems will perform when deployed on Clouds. Due to the scale and complexity of shared resources, it is often hard to analyze the performance of new scheduling and provisioning algorithms on actual Cloud testbeds. Therefore, simulation tools are becoming more and more important in the evaluation of the Cloud computing model. Simulation tools allow researchers to rapidly evaluate the efficiency, performance and reliability of their new algorithms on a large heterogeneous Cloud infrastructure. However, current solutions lack either advanced application models such as message passing applications and workflows or scalable network model of data center. To fill this gap, we have extended a popular Cloud simulator (CloudSim) with a scalable network and generalized application model, which allows more accurate evaluation of scheduling and resource provisioning policies to optimize the performance of a Cloud infrastructure.

Item Details

Item Type:Refereed Conference Paper
Keywords:cloud computing, modelling and simulation, parallel applications
Research Division:Information and Computing Sciences
Research Group:Distributed Computing
Research Field:Distributed and Grid Systems
Objective Division:Information and Communication Services
Objective Group:Computer Software and Services
Objective Field:Computer Time Leasing, Sharing and Renting Services
Author:Garg, SK (Dr Saurabh Garg)
ID Code:93887
Year Published:2011
Deposited By:Computing and Information Systems
Deposited On:2014-08-20
Last Modified:2014-12-08
Downloads:0

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