High-Speed Network Traffic Management Analysis and Optimization: Models and Methods

Details High-Speed Network Traffic Management Analysis and Optimization: Models and Methods High-Speed Network Traffic Management Analysis and Optimization: Models and Methods

1997-08-20

arxiv.org/abs/adap-org/9708007v1

Nonlinear Sciences

Adaptation and Self-Organizing Systems

16 pages, postscript file, pre-final version to appear in IEEE INFOCOM'98 The Conference on Computer Communications

Scientific paper

The main steps of automatic control methodology include the hierarchical representation of management system and the formal definitions of input variables, object and goal of control of each management level. A Petri net model of individual traffic source is presented. It is noted that the current set of traffic parameters recommended by ATM-forum is not enough to synthesize optimal traffic control system. The feature of traffic self-similarity can be used to effectively solve optimal control task. An example of an optimal control scheme for cell discarding algorithm is presented.

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