GBS Service Modeling Based on Hidden Markov Model
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    Abstract:

    This paper briefly analyses the type of service of the GBS(Global Broadcast Service),put forward an approach of the service modeling based on Hidden Markov Model(HMM). By simulating the GBS in Qualnet, the service traffic trace is captured. The proposed modeling approach is realized in Matlab. The HMM based modeling approach only used two variables: packet size and inter packet time, which are hardly influenced by encryption techniques. The experiment results show that by the use of discrete variables, the proposed modeling approach can decrease the calculating complexity and model constructing time, improve the time cost.

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程静文,单洪. GBS业务流量的隐马尔可夫模型.计算机系统应用,2013,22(7):192-195

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History
  • Received:December 10,2012
  • Revised:February 04,2013
  • Adopted:
  • Online: July 25,2013
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