• DocumentCode
    3705852
  • Title

    Increasing the efficiency of code offloading through remote-side caching

  • Author

    Florian Berg;Frank D?rr;Kurt Rothermel

  • Author_Institution
    Institute of Parallel and Distributed Systems University of Stuttgart 70569 Stuttgart, Germany
  • fYear
    2015
  • Firstpage
    573
  • Lastpage
    580
  • Abstract
    End users execute today on their smart phones different kinds of mobile applications like calendar apps or high-end mobile games, differing in local resource usage. Utilizing local resources of a smart phone heavily, like playing high-end mobile games, drains its limited energy resource in few hours. To prevent the limited energy resource from a quick exhaustion, smart phones benefit from executing resource-intensive application parts on a remote server in the cloud (code offloading). During the remote execution on the remote server, a smart phone waits in idle mode until it receives a result. However, code offloading introduces computation and communication overhead, which decreases the energy efficiency and induces monetary cost. For instance, sending or receiving execution state information to or from a remote server consumes energy. Moreover, executing code on a remote server instance in a commercial cloud causes monetary cost. To keep consumed energy and monetary cost low, we present in this paper the concept of remote-side caching for code offloading, which increases the efficiency of code offloading. The remote-side cache serves as a collective storage of results for already executed application parts on remote servers, avoiding the repeated execution of previously run application parts. The smart phone queries the remote-side cache for corresponding results of resource-intensive application parts. In case of a cache hit, the smart phone gets immediately a result and continues the application execution. Otherwise, it migrates the application part and waits for a result of the remote execution. We show in our evaluation that the use of a remote-side cache decreases energy consumption and monetary cost for mobile applications by up to 97% and 99%, respectively.
  • Keywords
    "Servers","Cloud computing","Smart phones","Energy consumption","Hardware","Mobile applications"
  • Publisher
    ieee
  • Conference_Titel
    Wireless and Mobile Computing, Networking and Communications (WiMob), 2015 IEEE 11th International Conference on
  • Type

    conf

  • DOI
    10.1109/WiMOB.2015.7348013
  • Filename
    7348013