Federated Cloud-Based Resource Allocation by Automated Negotiations Using Strategy Changes

Chapter
Part of the Studies in Computational Intelligence book series (SCI, volume 596)

Abstract

It is said that the volatilities in resource usage in cloud environment could be higher than that of stock indexes. To fully utilize and balance those volatile resource needs among multiple clouds, we need a system for federated cloud-based allocation that can allocate left resource efficiently. In this paper we present a negotiating agent-based resource allocation framework for such situation. There is a certain probability to face a situation that a cloud provider’s utility space has to be changed during the negotiation, since its resource usages or needs have been changed. In this case, a negotiation strategy based on an old utility space is not effective for the agent that has an updated utility space. When three or more agents are negotiating simultaneously, the results of the agreements through the negotiation would be affected by other ongoing negotiations whose necessary resources are shared each other. To overcome this issue, we implement a negotiating agent-based resource allocation framework with dynamic strategy changes. In this paper, we describe our negotiation models and present a preliminary analysis on several use case scenarios.

Keywords

Negotiation Cloud computing 

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Copyright information

© Springer Japan 2015

Authors and Affiliations

  1. 1.Graduate School of InformaticsShizuoka UniversityHamamatsuJapan

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