• DocumentCode
    63077
  • Title

    Content Caching and Scheduling in Wireless Networks With Elastic and Inelastic Traffic

  • Author

    Abedini, Navid ; Shakkottai, Sanjay

  • Author_Institution
    Qualcomm Flarion Inc., Bridgewater, NJ, USA
  • Volume
    22
  • Issue
    3
  • fYear
    2014
  • fDate
    Jun-14
  • Firstpage
    864
  • Lastpage
    874
  • Abstract
    The rapid growth of wireless content access implies the need for content placement and scheduling at wireless base stations. We study a system under which users are divided into clusters based on their channel conditions, and their requests are represented by different queues at logical front ends. Requests might be elastic (implying no hard delay constraint) or inelastic (requiring that a delay target be met). Correspondingly, we have request queues that indicate the number of elastic requests, and deficit queues that indicate the deficit in inelastic service. Caches are of finite size and can be refreshed periodically from a media vault. We consider two cost models that correspond to inelastic requests for streaming stored content and real-time streaming of events, respectively. We design provably optimal policies that stabilize the request queues (hence ensuring finite delays) and reduce average deficit to zero [hence ensuring that the quality-of-service (QoS) target is met] at small cost. We illustrate our approach through simulations.
  • Keywords
    cellular radio; media streaming; quality of service; queueing theory; scheduling; telecommunication traffic; wireless channels; channel conditions; content caching; content placement; content scheduling; deficit queues; delay target; finite delays; hard delay constraint; inelastic requests; inelastic service; inelastic traffic; logical front ends; media vault; optimal policies; quality-of-service; real-time streaming; request queues; wireless base stations; wireless content access; wireless networks; Content distribution network (CDN); delay- sensitive traffic; prediction; quality of service (QoS); queueing;
  • fLanguage
    English
  • Journal_Title
    Networking, IEEE/ACM Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6692
  • Type

    jour

  • DOI
    10.1109/TNET.2013.2261542
  • Filename
    6516629