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

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

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