• DocumentCode
    1997842
  • Title

    Thermal-aware system-level modeling and management for Multi-Processor Systems-on-Chip

  • Author

    Zanini, Francesco ; Atienza, David ; Benini, Luca ; De Micheli, Giovanni

  • Author_Institution
    Lab. of Integrated Syst. (LSI), EPFL, Lausanne, Switzerland
  • fYear
    2011
  • fDate
    15-18 May 2011
  • Firstpage
    2481
  • Lastpage
    2484
  • Abstract
    Multi-Processor Systems-on-Chip (MPSoCs) are penetrating the electronics market as a powerful, yet commercially viable, solution to answer the strong and steadily growing demand for scalable and high performance systems, at limited design complexity. However, it is critical to develop dedicated system-level design methodologies for multi-core architectures that seamlessly address their thermal modeling, analysis and management. In this work, we first formulate the problem of system-level thermal modeling and link it to produce a global thermal management formulation as a discrete-time optimal control problem, which can be solved using finite-horizon model-predictive control (MPC) techniques, while adapting to the actual time-varying unbalanced MPSoC workload requirements. Finally, we compare the system-level MPC-based thermal modeling and management approaches on an industrial 8-core MPSoC design and show their different trade-offs regarding performance while respecting operating temperature bounds.
  • Keywords
    discrete time systems; microprocessor chips; multiprocessing systems; optimal control; MPC; MPSoC; discrete time optimal control problem; electronic market; model predictive control; multicore architectures; multiprocessor systems-on-chip; thermal aware system level management; thermal aware system level modeling; thermal management formulation; Adaptation model; Equations; Frequency control; Mathematical model; Multicore processing; Predictive models; Thermal management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
  • Conference_Location
    Rio de Janeiro
  • ISSN
    0271-4302
  • Print_ISBN
    978-1-4244-9473-6
  • Electronic_ISBN
    0271-4302
  • Type

    conf

  • DOI
    10.1109/ISCAS.2011.5938107
  • Filename
    5938107