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NetworkCloudSim: modelling parallel applications in cloud simulations

conference contribution
posted on 2023-05-23, 09:13 authored by Saurabh GargSaurabh Garg, Buyya, R
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.

History

Publication title

Proceedings of the 4th IEEE/ACM International Conference on Utility and Cloud Computing

Editors

R Buyya, S Pallickara, G Fox

Pagination

105-113

ISBN

978-1-4577-2116-8

Department/School

School of Information and Communication Technology

Publisher

Institute of Electrical and Electronics Engineers

Place of publication

United States of America

Event title

4th IEEE/ACM International Conference on Utility and Cloud Computing

Event Venue

Melbourne, Australia

Date of Event (Start Date)

2011-12-05

Date of Event (End Date)

2011-12-07

Rights statement

Copyright 2011 IEEE

Repository Status

  • Restricted

Socio-economic Objectives

Information systems, technologies and services not elsewhere classified

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    University Of Tasmania

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