LEADER 00000nam  2200313   4500 
001    AAI1439318 
005    20070427114608.5 
008    070427s2007                        eng d 
020    9780542966309 
035    (UnM)AAI1439318 
040    UnM|cUnM 
100 1  Dheram, Meher Vinay 
245 10 Network performance evaluation and simulation studies on 
       backbone traffic aggregation 
300    82 p 
500    Source: Masters Abstracts International, Volume: 45-02, 
       page: 0986 
500    Adviser:  Ming Yu 
502    Thesis (M.S.)--State University of New York at Binghamton,
       2007 
520    In the modeling of Internet traffic model one of the major
       challenges faced is limiting the State-Space Explosion 
       problem in description of superposition of MMPP's. Our 
       main aim is to develop: (1) We propose a technique to 
       approximate the traffic aggregation processes described by
       Markov modulated Poisson processes (MMPP) models, which is
       based on the clustering structure of the time constants. 
       It is found that the decaying time constants of the 
       aggregated traffic process are the products of the 
       eigenvalues of the transition matrix of the individual 
       traffic. If the time constants are well clustered around 
       some representative time constants (RTC's), the 
       corresponding states can be merged in the state space. (2)
       After implementing the clustering algorithm, our second 
       aim is to develop an MMPP traffic model and evaluate the 
       performance of the aggregated MMPP traffic stream 
520    The simulation results show that by aggregating the 
       original traffic stream it is possible to solve the State-
       Space Explosion problem in description of Superposition of
       MMPP's and thus we can describe network traffic in a more 
       efficient way. Therefore, the network performance can be 
       evaluated more efficiently 
590    School code: 0792 
590    DDC 
650  4 Engineering, Electronics and Electrical 
690    0544 
710 20 State University of New York at Binghamton 
773 0  |tMasters Abstracts International|g45-02 
856 40 |uhttp://pqdd.sinica.edu.tw/twdaoapp/servlet/
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