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Sharing buffer allocation at input switch with prediction traffic load using Kalman filter

Author(s)
Tongmul, Songdach
Wisartpong, Pichet
Wardkein, Paramote
Date Issued
September 27, 2004
Type
Conference Paper
Abstract
This paper proposes a new model for shared buffer allocation at the input of a Non-blocking packet switch with self-similar traffic input, employing a big buffer for input of heavy traffic and a small buffer for input of light traffic. The main idea is to apply the algorithm of the discrete Kalman filter to predict the incoming traffic in order to manage input traffic, reduce packet loss probability, and improve the throughput of the switch.
Citation
Proceedings of 42nd Kasetsart University Annual Conference, 90-97, 2004
Subjects

ATM switch

Kalman filter

Self-similar traffic

Metrics
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