• DocumentCode
    777834
  • Title

    Handling emergent resource use oscillations

  • Author

    Klein, Mark ; Metzler, Richard ; Bar-Yam, Yaneer

  • Author_Institution
    Center for Coordination Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    35
  • Issue
    3
  • fYear
    2005
  • fDate
    5/1/2005 12:00:00 AM
  • Firstpage
    327
  • Lastpage
    336
  • Abstract
    Distributed computing systems are increasingly being created as self-organizing collections of many autonomous (human or software) agents cooperating as peers. Peer-to-peer coordination introduces, however, unique and potentially serious challenges. When there is no one "in charge", dysfunctions can emerge as the collective effect of locally reasonable decisions. In this paper, we consider the dysfunction wherein inefficient resource use oscillations occur due to delayed status information, and describe novel approaches, based on the selective use of misinformation, for dealing with this problem. A model of several servers offering equivalent service to independent clients is presented and studied numerically and analytically; the spreading of misinformation about the queue status is found to dampen oscillations and improve system performance for a wide range of parameters.
  • Keywords
    distributed processing; multi-agent systems; peer-to-peer computing; self-adjusting systems; autonomous agents; delayed status information; distributed computing systems; peer-to-peer coordination; resource use oscillations; Centralized control; Delay; Humans; Image storage; Peer to peer computing; Performance analysis; Queueing analysis; Resource management; System performance; Systems engineering and theory; Emergent dysfunctions; resource oscillations; selective misinformation;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/TSMCA.2005.846373
  • Filename
    1420662