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A discrete map model for self-similar traffic generated by network protocols
Date Issued
01-12-2003
Author(s)
Ashwin, S.
Indian Institute of Technology, Madras
Abstract
Self-similarity has been observed in various traffic measurements and can be attributed in some instances to the effect of network protocols. We have developed a discrete map for packet transmission using the stop and wait protocol under the limitations of a finite size buffer at the receiver. We have shown that the resultant traffic is self-similar under Poisson distributed input. We then generalized the discrete map for buffer overflow by using it to simulate the self-similarity in TCP traffic. A map of total packets transmitted in a given time interval versus that transmitted in the previous interval provides an easy visualization of self-similarity. The map from a simulation with 10 transmitters captured the salient features of a map from experimental data.
Volume
1