Optimized Deployment Plans for Platform As a Service Clouds

A4 Conference proceedings


Internal Authors/Editors


Publication Details

List of Authors: Benjamin Byholm, Ivan Porres
Editors: Geoffrey Fox, Yong Chen
Place: Texas
Publication year: 2017
Publisher: ACM
Book title: UCC '17 Companion : Proceedings of the10th International Conference on Utility and Cloud Computing
Start page: 41
End page: 46
ISBN: 978-1-4503-5195-9


Abstract

We approximately solve the problem of computing deployment plans of multiple cloud services with soft real-time constraints. We recognize that this is a generalized bin packing problem with fragmentable items. We formalize the problem domain and develop an autonomous deployment planning system with soft real-time constraints. The system incorporates a genetic algorithm with quadratic worst-case time complexity for approximately solving the packing problem, providing a service deployment plan with an optimal number of servers and an approximately optimal number of service instances.


Keywords

cloud computing


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Last updated on 2020-03-04 at 04:53