• DocumentCode
    2012919
  • Title

    Load balancing across near-homogeneous multi-resource servers

  • Author

    Leinberger, William ; Karypis, George ; Kumar, Vipin ; Biswas, Rupak

  • Author_Institution
    Army High Performance Comput. & Res. Center, Minnesota Univ., Minneapolis, MN, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    60
  • Lastpage
    71
  • Abstract
    An emerging model for computational grids interconnects similar multi-resource servers from distributed sites. A job submitted to the grid can be executed by any of the servers; however, resource size or balance may be different across servers. One approach to resource management for this grid is to layer a global load distribution system on top of the local job management systems at each site. Unfortunately, classical load distribution policies fail on two aspects when applied to a multi-resource server grid First, simple load indices may not recognize that a resource imbalance exists at a server. Second, classical job selection policies do not actively correct such a resource-imbalanced state. We show through simulation that new policies based on resource balancing perform consistently better than the classical load distribution strategies
  • Keywords
    distributed processing; network servers; resource allocation; computational grids; distributed sites; global load distribution system; job selection policies; load balancing; load distribution strategies; load indices; local job management systems; multi-resource server interconnection; near-homogeneous multi-resource servers; resource balancing; resource imbalance; resource management; resource size; simulation; Aerospace simulation; Computer science; Contracts; Grid computing; High performance computing; Load management; Military computing; NASA; Resource management; Space technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Heterogeneous Computing Workshop, 2000. (HCW 2000) Proceedings. 9th
  • Conference_Location
    Cancun
  • ISSN
    1097-5209
  • Print_ISBN
    0-7695-0556-2
  • Type

    conf

  • DOI
    10.1109/HCW.2000.843733
  • Filename
    843733