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Decentralization and Mechanism Design for Online Machine Scheduling

Authors Birgit Heydenreich, Rudolf Müller, Marc Uetz



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Birgit Heydenreich
Rudolf Müller
Marc Uetz

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Birgit Heydenreich, Rudolf Müller, and Marc Uetz. Decentralization and Mechanism Design for Online Machine Scheduling. In Negotiation and Market Engineering. Dagstuhl Seminar Proceedings, Volume 6461, pp. 1-4, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2007)
https://doi.org/10.4230/DagSemProc.06461.7

Abstract

We study the online version of the classical parallel machine scheduling problem to minimize the total weighted completion time from a new perspective: We assume that the data of each job, namely its release date $r_j$, its processing time $p_j$ and its weight $w_j$ is only known to the job itself, but not to the system. Furthermore, we assume a decentralized setting where jobs choose the machine on which they want to be processed themselves. We study this problem from the perspective of algorithmic mechanism design. We introduce the concept of a myopic best response equilibrium, a concept weaker than the dominant strategy equilibrium, but appropriate for online problems. We present a polynomial time, online scheduling mechanism that, assuming rational behavior of jobs, results in an equilibrium schedule that is 3.281-competitive. The mechanism deploys an online payment scheme that induces rational jobs to truthfully report their private data. We also show that the underlying local scheduling policy cannot be extended to a mechanism where truthful reports constitute a dominant strategy equilibrium.
Keywords
  • Scheduling
  • mechanism design
  • online algorithms

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