DocumentCode :
1799839
Title :
Performance Analysis on M2M Communication Network Based on Stochastic Network Calculus
Author :
Zhou Tao ; Wang Quan ; Wang Gao-Cai
Author_Institution :
Sch. of Comput. & Electron. Inf., Guangxi Univ., Nanning, China
fYear :
2014
fDate :
24-26 Sept. 2014
Firstpage :
865
Lastpage :
870
Abstract :
M2M (Machine-to-Machine) communication networks have received more attention in recent years. Performance analysis is helpful for the design and evaluation of network deployment. In this paper, we mainly focus on performance analysis on M2M communication networks. We develop a performance analysis framework for M2M communication networks based on stochastic network calculus. We use Poisson process model to describe arrival process, and derive stochastic arrival curve and stochastic service curve. Then we provide some performance bounds for output, backlog and delay in M2M communication networks. The output characterization of a network node on M2M communication networks is characterized by stochastic arrival curve and stochastic service curve´s deconvolution in a time interval, but backlog bound is characterized by stochastic arrival curve and stochastic service curve´s deconvolution at a time. Delay bound will become much bigger with the increasing of the arrival traffic. For M2M communication networks with different sizes, the delay bound of the whole network is relatively low. On the other hand, network node has a small amount of delay at the beginning of traffic arrival, as parts of arrival traffic served delay will become gradually zero.
Keywords :
calculus of communicating systems; computer networks; deconvolution; stochastic processes; M2M communication network; Poisson process model; backlog bound; machine-to-machine communication networks; network deployment; network node; performance analysis framework; stochastic arrival curve; stochastic network calculus; stochastic service curve deconvolution; time interval; Artificial neural networks; Calculus; Communication networks; Delays; Mobile handsets; Quality of service; Stochastic processes; M2M (Machine-to-Machine); Poisson process; performance bounds; stochastic network calculus;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1109/TrustCom.2014.114
Filename :
7011339
Link To Document :
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