• DocumentCode
    2097499
  • Title

    Self-managing systems: a control theory foundation

  • Author

    Hellerstein, J.L.

  • Author_Institution
    IBM Thomas J. Watson Res. Center, Hawthorne, NY, USA
  • fYear
    2004
  • fDate
    16-18 Nov. 2004
  • Firstpage
    708
  • Abstract
    Summary form only given. The high cost of ownership of computing systems has resulted in a number of industry initiatives to reduce the burden of operations and management by making systems more self-managing. A major challenge in realizing self-managing systems is understanding how automated actions affect system behavior, especially system stability. Other disciplines such as mechanical, electrical, and aeronautical engineering make use of control theory to design feedback systems. The talk uses control theory as a way to identify a number of requirements for and challenges in building self-managing, or autonomic, systems. In essence, the autonomic computing architecture describes feedback control loops for self-managing systems. The talk has three goals: (1) educating systems oriented computer science researchers and practitioners on the concepts and techniques needed to apply control theory to computing systems; (2) describing how control theory can aid in building self-managing systems and identifying the challenges in doing so; (3) describing a deployable testbed for autonomic computing that is intended to foster research that addresses the challenges identified.
  • Keywords
    computer architecture; computer science; control theory; autonomic computing architecture; autonomic systems; computing systems; control theory foundation; feedback systems; self-managing systems; Aerospace engineering; Buildings; Computer architecture; Computer industry; Computer science; Control theory; Costs; Electrical equipment industry; Feedback control; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Local Computer Networks, 2004. 29th Annual IEEE International Conference on
  • Conference_Location
    Tampa, FL, USA
  • ISSN
    0742-1303
  • Print_ISBN
    0-7695-2260-2
  • Type

    conf

  • DOI
    10.1109/LCN.2004.112
  • Filename
    1367312