• DocumentCode
    586538
  • Title

    Temperature prediction for multi-core microprocessors with application to Dynamic Thermal Management

  • Author

    Wojciechowski, Bartosz ; Biernat, Janusz

  • Author_Institution
    Inst. of Comput. Eng., Wroclaw Univ. of Technol., Wrocław, Poland
  • fYear
    2012
  • fDate
    25-27 Sept. 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Temperature is among the most important factors limiting CPU performance. To ensure stable and reliable operation temperature has to be limited. In this paper we present a method for predicting temperature of a multi-core microprocessor based on it´s high-level thermal model. Temperature prediction is then utilised in a Dynamic Thermal Management algorithm that can exploit performance optimisation opportunities while ensuring operation below temperature limit. The DTM algorithm uses frequency and voltage scaling of the CPU cores and task migration and was evaluated on a physical computer with a quad-core CPU.
  • Keywords
    microprocessor chips; multiprocessing systems; performance evaluation; thermal management (packaging); CPU performance; dynamic thermal management; multicore microprocessors; task migration; temperature prediction; Computational modeling; Computers; Heuristic algorithms; Microprocessors; Multicore processing; Prediction algorithms; Temperature measurement; CMP thermal model; DVFS; Dynamic Thermal Management; Linux kernel; power and temperature prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Thermal Investigations of ICs and Systems (THERMINIC), 2012 18th International Workshop on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4673-1882-2
  • Type

    conf

  • Filename
    6400625