• DocumentCode
    1975981
  • Title

    Power-controlled data prefetching/caching in wireless packet networks

  • Author

    Gitzenis, Savvas ; Bambos, Nicholas

  • Author_Institution
    Dept. of Electr. Eng., Stanford Univ., CA, USA
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1405
  • Abstract
    We investigate efficient schemes for data communication from a server to a mobile terminal over a wireless channel of fluctuating quality. A user requests to access various data items on the terminal. If a requested item is found in the local terminal buffer or cache, no access delay is incurred. If not, it is downloaded from the server and the user incurs a delay cost until it becomes locally available. Moreover, a power cost is incurred to transmit the data item at a selected power level over the wireless link. To lower both the average delay and power costs, the system may prefetch data items and predictively cache them on the terminal - especially during link quality ´highs´ - in anticipation of future user requests. The goal is to minimize the overall delay and power cost, by judiciously choosing which data item to fetch and what power level to use, given the current user, buffer, and channel states. We develop a modeling framework - based on controlled Markov chains and dynamic programming - capturing the essential performance tradeoffs in the system and allowing computation of optimal decisions on items to (pre)fetch and power levels to use. To cope with emerging complexities, we then design efficient heuristics, whose simulation analysis demonstrates substantial performance gains over standard approaches.
  • Keywords
    Markov processes; cache storage; client-server systems; data communication; dynamic programming; mobile computing; mobile radio; packet radio networks; power control; telecommunication control; average delay cost; caching; client server system; controlled Markov chains; data communication; data prefetching; dynamic programming; fluctuating wireless channel; mobile terminal; performance tradeoffs; power control; power cost; wireless packet networks; Analytical models; Computational modeling; Costs; Data communication; Delay; Dynamic programming; Network servers; Optimal control; Power system modeling; Prefetching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE
  • ISSN
    0743-166X
  • Print_ISBN
    0-7803-7476-2
  • Type

    conf

  • DOI
    10.1109/INFCOM.2002.1019391
  • Filename
    1019391