文章基本信息

标题：PROBABILISTIC QUEUING SCHEME FOR SERVICING E-MAILS USING MARKOV CHAINS
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作者：OMAR SAID ; ALAA ELNASHAR
期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2013
卷号：56
期号：3
出版社：Journal of Theoretical and Applied
摘要：Recently, huge number of e-mails is sent and received. These e-mails are classified into spam and non spam ones which are processed with the same priority. To guarantee a higher priority service to non-spam e-mails than that is provided to spam e-mails, a two-priority queue scheme was proposed. There are some drawbacks in the two-priority queue scheme such as it fails to provide a Quality of Service (QoS) in case of network bottlenecks. In this paper, an algorithm for servicing non-spam e-mails with high probability is proposed. Markov chain is used to analyze the servicing probability of e-mails in case of two and three priority queue schemes. Results proved that the three-queue scheme provides a higher probability service to the most important non spam e-mails than that is provided to the same class in case of the two-queue scheme.
关键词：E-mail Systems; Internetworking; Markov Chain; Queuing Theory.