• DocumentCode
    2103862
  • Title

    Optimal control of multiclass parallel service systems with and without state information

  • Author

    Sparaggis, Panayotis D. ; Cassandras, G.G. ; Towsley, Don

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA
  • fYear
    1993
  • fDate
    15-17 Dec 1993
  • Firstpage
    1686
  • Abstract
    We consider routing and scheduling systems consisting of a number of parallel homogeneous servers with finite capacities. Assuming that jobs belong to multiple classes we represent the interconnection of arrival streams (servers) to stations by a bipartite graph, called the routing (resp. scheduling) digraph. By developing an algebraic structure on the interconnection pattern embedded in the digraph, we identify certain classes of symmetric routing and scheduling systems for which a simple control policy such as the shortest queue or the randomized round-robin policy can be shown to be optimal -in the sense of optimizing the departure and loss counting processes. Thus, our results apply to systems with control procedures which may or may not use state (queue length) information. A counter example is shown for systems described by digraphs with a cyclic structure
  • Keywords
    directed graphs; optimisation; queueing theory; scheduling; bipartite graph; cyclic digraph; interconnection pattern; multiclass parallel service systems; optimal control; queue length; randomized round-robin policy; routing digraph; scheduling digraph; shortest queue policy; state information; symmetric routing; symmetric scheduling; Bipartite graph; Computer science; Contracts; Control systems; Optimal control; Parallel processing; Processor scheduling; Routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1993., Proceedings of the 32nd IEEE Conference on
  • Conference_Location
    San Antonio, TX
  • Print_ISBN
    0-7803-1298-8
  • Type

    conf

  • DOI
    10.1109/CDC.1993.325461
  • Filename
    325461