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Study of Delay and Loss Behavior of Internet Switch-Markovian Modelling Using Circulant Markov Modulated Poisson Process (CMMPP)
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作者 Ranadheer Donthi Ramesh Renikunta +1 位作者 Rajaiah Dasari Malla Reddy Perati 《Applied Mathematics》 2014年第3期512-519,共8页
Most of the classical self-similar traffic models are asymptotic in nature. Therefore, it is crucial for an appropriate buffer design of a switch and queuing based performance evaluation. In this paper, we investigate... Most of the classical self-similar traffic models are asymptotic in nature. Therefore, it is crucial for an appropriate buffer design of a switch and queuing based performance evaluation. In this paper, we investigate delay and loss behavior of the switch under self-similar fixed length packet traffic by modeling it as CMMPP/D/1 and CMMPP/D/1/K, respectively, where Circulant Markov Modulated Poisson Process (CMMPP) is fitted by equating the variance of CMMPP and that of self-similar traffic. CMMPP model is already the validated one to emulate the self-similar characteristics. We compare the analytical results with the simulation ones. 展开更多
关键词 cmmpp SELF-SIMILAR TRAFFIC Mean WAITING Time Packet LOSS Probability TRAFFIC Intensity Hurst Parameter TIME-SCALE
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基于随机网络演算的物联网业务流量建模与分析方法 被引量:2
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作者 吴璇 朱晓荣 《南京邮电大学学报(自然科学版)》 北大核心 2018年第2期22-28,共7页
物联网环境下的业务流和传统互联网中的业务流的特性差异显著,因此有必要研究新的物联网业务模型并对其进行性能分析。文中首先将物联网中机器与机器(M2M)业务流在回程网中的传输过程抽象为多节点串联模型,然后利用耦合马尔可夫调制泊... 物联网环境下的业务流和传统互联网中的业务流的特性差异显著,因此有必要研究新的物联网业务模型并对其进行性能分析。文中首先将物联网中机器与机器(M2M)业务流在回程网中的传输过程抽象为多节点串联模型,然后利用耦合马尔可夫调制泊松过程(CMMPP)对M2M业务流进行建模,体现M2M业务流在空间和时间上的相关性。接着运用随机网络演算理论推导该模型的到达曲线,并分析了网络传输业务流的服务曲线,得出M2M业务流的端到端时延边界,最后通过数值分析验证了结果的正确性。 展开更多
关键词 物联网 随机网络演算 cmmpp 端到端时延边界
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