• DocumentCode
    172421
  • Title

    Energy Compensated Cloud Assistance in mobile cloud computing

  • Author

    Champati, Jaya Prakash ; Ben Liang

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
  • fYear
    2014
  • fDate
    April 27 2014-May 2 2014
  • Firstpage
    392
  • Lastpage
    397
  • Abstract
    We consider the scenario where a mobile device requires assistance from nearby devices to forward its computational tasks to a cloud server. We incentivize cooperation by allowing helper devices to conserve computational energy by offloading their own tasks to the source device´s cloud, as compensation for the communication energy lost during task forwarding. We formulate an optimization problem with the objective of minimizing the cloud cost incurred by the source device due to tasks offloaded from helper devices, subject to no energy loss at the helper devices. We observe that this problem cannot be solved using a standard Lyapunov optimization approach. Instead, we construct an alternate problem that follows the standard form but has the same optimal objective value as the original problem. The resultant Energy Compensated Cloud Assistance (ECCA) algorithm does not require any statistics of the system and can be implemented distributively.
  • Keywords
    Lyapunov methods; cloud computing; cost reduction; mobile computing; optimisation; power aware computing; telecommunication power management; ECCA algorithm; Lyapunov optimization approach; cloud cost minimization; cloud server; communication energy compensation; computational energy; energy compensated cloud assistance algorithm; mobile cloud computing; source device cloud; task forwarding; Cloud computing; Energy loss; Mobile communication; Mobile handsets; Optimization; Standards; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Communications Workshops (INFOCOM WKSHPS), 2014 IEEE Conference on
  • Conference_Location
    Toronto, ON
  • Type

    conf

  • DOI
    10.1109/INFCOMW.2014.6849264
  • Filename
    6849264