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arxiv: 0912.0032 · v1 · submitted 2009-11-30 · 🌊 nlin.AO · cs.DC

Abstraction and control techniques for non-stationary scheduling problems

classification 🌊 nlin.AO cs.DC
keywords controlschedulingidentificationstrategiestechniquesabstractionadaptivealgorithm
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The paper faces the problem of scheduling from a new perspective, trying to bridge the gap between classical heuristic approaches and system identification and control strategies. To this aim, a complete mathematical formulation of a general scheduling process is derived, beginning from very broad assumptions. This allows a greater freedom of manipulation and guarantee the resolution of the identification (and control) techniques. Both an adaptive and a switching strategies are presented in relation to the performances of a simple Round Robin algorithm.

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