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QoS-aware deployment of network of virtual appliances across multiple clouds

conference contribution
posted on 2023-05-23, 09:12 authored by Dastjerdi, AV, Saurabh GargSaurabh Garg, Buyya, R
Cloud computing paradigm allows on-demand access to computing and storages services over the Internet. To solve the complexity of application deployment in Cloud infrastructure, virtual appliances, pre-configured, ready-torun applications are emerging as a breakthrough technology. However, an automated approach for deploying network of appliances is required to guarantee minimum deployment cost, low latency, and high reliability. In this paper, we propose and compare two different deployment approaches: Forwardchecking- based backtracking (FCBB) and genetic-based. They take into account Quality of Service (QoS) criteria such as reliability, data communication cost, and latency between multiple Clouds to choose the most appropriate combination of virtual machines and appliances. We evaluate our approach using a real case study and different request types. Experimental results show both algorithms reach near optimal solution. Further, we investigate effects of factors such as latency requirements, and data communication between appliances on the performance of the algorithms and placement of appliances across multiple Clouds.

History

Publication title

Proceedings of the 3rd IEEE International Conference on Cloud Computing Technology and Science

Pagination

415-423

ISBN

978-1-4673-0090-2

Department/School

School of Information and Communication Technology

Publisher

Institute of Electrical and Electronics Engineers

Place of publication

United States of America

Event title

3rd IEEE International Conference on Cloud Computing Technology and Science

Event Venue

Athens, Greece

Date of Event (Start Date)

2011-11-29

Date of Event (End Date)

2011-12-01

Rights statement

Copyright 2011 IEEE

Repository Status

  • Restricted

Socio-economic Objectives

Information systems, technologies and services not elsewhere classified

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