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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, RCloud 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 SciencePagination
415-423ISBN
978-1-4673-0090-2Department/School
School of Information and Communication TechnologyPublisher
Institute of Electrical and Electronics EngineersPlace of publication
United States of AmericaEvent title
3rd IEEE International Conference on Cloud Computing Technology and ScienceEvent Venue
Athens, GreeceDate of Event (Start Date)
2011-11-29Date of Event (End Date)
2011-12-01Rights statement
Copyright 2011 IEEERepository Status
- Restricted