NDLI: Analysis on generalized stochastically bounded bursty traffic for communication networks

Content Provider	IEEE Xplore Digital Library
Author	Qinghe Yin Yuming Jiang Shengming Jiang Peng Yong Kong
Copyright Year	2002
Description	Author affiliation: Inst. for Commun. Res., Singapore (Qinghe Yin; Yuming Jiang; Shengming Jiang; Peng Yong Kong)
Abstract	We introduce the concept of generalized stochastically bounded burstiness (gSBB) for Internet traffic, the tail distribution of whose burstiness can be bounded by a decreasing function in a function class with few restrictions. This new concept extends the concept of stochastically bounded burstiness (SBB) introduced by previous researchers to a much larger extent - while the SBB model can apply to Gaussian self-similar input processes, such as fractional Brownian motion, gSBB traffic contains non-Gaussian self-similar input processes, such as /spl alpha/-stable self-similar processes, which are not SBB in general. We develop a network calculus for gSBB traffic. We characterize gSBB traffic by the distribution of its queue size. We explore the property of sums of gSBB traffic and the relation of input and output processes. We apply this calculus to a work-conserving system shared by a number of gSBB sources, to analyze the behavior of output traffic for each source and to estimate the probabilistic bounds for delays. We expect this new calculus to be of particular interest in the implementation of services with statistical qualitative guarantees.
Sponsorship	IEEE Comput. Soc. Tech. Committee on Comput. Commun
Starting Page	141
Ending Page	149
File Size	365187
Page Count	9
File Format	PDF
ISBN	0769515916
ISSN	07421303
DOI	10.1109/LCN.2002.1181778
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2002-11-06
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Telecommunication traffic Communication networks Traffic control Calculus Quality of service Probability distribution Delay estimation Internet Brownian motion High-speed networks
Content Type	Text
Resource Type	Article

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