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ThinkMind // CLOUD COMPUTING 2012, The Third International Conference on Cloud Computing, GRIDs, and Virtualization // View article cloud_computing_2012_9_20_20160


Load Balancing in Cloud Computing Systems Through Formation of Coalitions in a Spatially Generalized Prisoner's Dilemma Game

Authors:
Jakub Gasior
Franciszek Seredynski

Keywords: Cloud computing; Cellular automata; Load-balancing; Spatial prisoner's dilemma

Abstract:
The efficiency, in terms of load balancing and scheduling problems as well as security of both communication and computation processes, belong to the major issues related to currently built cloud computing systems. We present a general framework to study these issues and our research goal is to develop highly parallel and distributed algorithms working in environments where only local information is available. In this paper we propose a novel approach to dynamic load balancing problem in cloud computing systems. The approach is based on the phenomena of self-organization in a game-theoretical spatially generalized Prisoner's Dilemma model defined on the two-dimensional cellular automata space. The main concept of self-organization used here is based on the formation of temporal coalitions of participants (computational nodes) of the spatial game in the iterative process of load balancing. We present the preliminary concept design for the proposed solution.

Pages: 201 to 205

Copyright: Copyright (c) IARIA, 2012

Publication date: July 22, 2012

Published in: conference

ISSN: 2308-4294

ISBN: 978-1-61208-216-5

Location: Nice, France

Dates: from July 22, 2012 to July 27, 2012

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