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ThinkMind // ICN 2014, The Thirteenth International Conference on Networks // View article icn_2014_8_30_30147
Decision-Theoretic Planning for Cloud Computing
Authors: Rafael Mendes Rafael Weingartner Guilherme Geronimo Gabriel Brascher Alexandre Flores Carlos Westphall Carla Westphall Keywords: cloud computing; decision-theoretic planning; auto- nomic computing; self-management Abstract: This paper presents a mathematical model of decision planning for autonomic Cloud Computing based on the decision- theoretic planning model. It uses Markov decision process on the cloud manager to evaluate decisions and manage the Cloud environment. Also, it contributes to the state-of-art of Cloud Computing approaching the planning phase of the autonomic process with a mathematical model, considering two important factors, (1) the uncertainty of action’s results and (2) the utility of the actions. Both factors are needed when dealing with complex systems as a Cloud. Pages: 191 to 197 Copyright: Copyright (c) IARIA, 2014 Publication date: February 23, 2014 Published in: conference ISSN: 2308-4413 ISBN: 978-1-61208-318-6 Location: Nice, France Dates: from February 23, 2014 to February 27, 2014
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