Name
Title | ||
|---|---|---|
Analysis on Generalized Stochastically Bounded Bursty Traffic for Communication Networks |
Abstract | ||
|---|---|---|
We introduce the concept of generalized Stochasti-cally Bounded Burstiness (gSBB) for Internet traffic,the tail distribution of whose burstiness can be boundedby a decreasing function in a function class with littlerestrictions.This new concept extends the concept oStochastically Bounded Burstiness (SBB) introduced byprevious researchers to a much larger extent, -- whilethe SBB model can apply to Gaussian self-similar inputprocesses, such as fractional Brownian motion, gSBBtraffic contains non-Gaussian self-similar inputprocesses, such as 驴 -stable self-similar processes which arenot SBB in general.We develop a network calculusfor gSBB traffic.We characterize gSBB traffic by thedistribution of its queue size.We explore property ofsums of gSBB traffic and relation of input and outputprocesses.We apply this calculus to a work-conservingsystem shared by a number of gSBB sources, to analyzethe behavior of output traffic for each source and totimate the probabilistic bounds for delays.We expectthat this new calculus will be of particular interest inthe implementation of services with statistical qualita-tive guarantees. |
Year | DOI | Venue |
|---|---|---|
2002 | 10.1109/LCN.2002.1181778 | LCN |
Keywords | Field | DocType |
internet traffic,gsbb traffic,gsbb source,output traffic,network calculusfor gsbb traffic,generalized stochastically bounded bursty,communication networks,stable self-similar process,self-similar inputprocesses,non-gaussian self-similar inputprocesses,new concept,concept ostochastically bounded burstiness,internet,gaussian processes,self similar process,queueing theory,statistical analysis,fractional brownian motion | Traffic generation model,Computer science,Input/output,Burstiness,Network calculus,Gaussian process,Fractional Brownian motion,Internet traffic,Distributed computing,Bounded function | Conference |
ISSN | ISBN | Citations |
0742-1303 | 0-7695-1591-6 | 42 |
PageRank | References | Authors |
2.04 | 12 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Qinghe Yin | 1 | 117 | 8.69 |
| Yuming Jiang | 2 | 878 | 88.36 |
| Shengming Jiang | 3 | 631 | 62.04 |
| Peng Yong Kong | 4 | 133 | 18.92 |