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A discrete map model for self-similar traffic generated by network protocols
S. Ashwin,
Published in
2003
Volume: 1
   
Pages: 338 - 342
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.
About the journal
JournalIEEE Region 10 Annual International Conference, Proceedings/TENCON
Open AccessNo
Concepts (15)
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    Chaos theory
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    Computer simulation
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    Local area networks
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    Maps
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    Network protocols
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    Packet networks
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    Poisson distribution
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    Signal receivers
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    Transmitters
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    World wide web
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    CACHING SYSTEMS
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    CHAOTIC MAP MODEL
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    FILE TRANSMISSION
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    PACKET TRANSMISSION
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    Telecommunication traffic