文章基本信息

标题：Intelligent Continuous Double Auction method For Service Allocation in Cloud Computing
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作者：Nima Farajian ; Kamran Zamanifar
期刊名称：Brain. Broad Research in Artificial Intelligence and Neuroscience
印刷版ISSN：2067-3957
出版年度：2013
卷号：4
期号：1-4
页码：74-83
语种：English
出版社：EduSoft publishing
摘要：Market-oriented approach is an effective method for resource management because of its regulation of supply and demand and is suitable for cloud environment where the computing resources, either software or hardware, are virtualized and allocated as services from providers to users. In this paper a continuous double auction method for efficient cloud service allocation is presented in which i) enables consumers to order various resources (services) for workflows and coallocation, ii) consumers and providers make bid and request prices based on deadline and workload time and in addition providers can tradeoff between utilization time and price of bids, iii) auctioneers can intelligently find optimum matching by sharing and merging resources which result more trades. Experimental results show that proposed method is efficient in terms of successful allocation rate and resource utilization.
关键词：Cloud computing, continuous double auction, intelligent agent, resource allocation, multiagent system