• DocumentCode
    1550701
  • Title

    Optimal memory management strategies for a mobile user in a broadcast data delivery system

  • Author

    Tassiulas, Leandros ; Su, Chi-Jiun

  • Author_Institution
    Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
  • Volume
    15
  • Issue
    7
  • fYear
    1997
  • fDate
    9/1/1997 12:00:00 AM
  • Firstpage
    1226
  • Lastpage
    1238
  • Abstract
    Data broadcasting has been considered as a promising way of disseminating information to a massive number of users in a wireless communication environment. In a broadcast data delivery system, there is a server which is broadcasting data to a user community. Due to the lack of communication from the users to the server, the server cannot know what a user needs. In order to access a certain item, a user has to wait until the item appears in the broadcast. The waiting time will be considerably long if the server´s broadcast schedule does not match the user´s access needs. If a user has a local memory, it can alleviate its access latency by selectively prefetching the items from the broadcast and storing them in the memory. A good memory management strategy can substantially reduce the user´s access latency, which is a major concern in a broadcast data delivery system. An optimal memory management policy is identified that minimizes the expected aggregate latency. We present optimal memory update strategies with limited look ahead as implementable approximations of the optimal policy. Some interesting special cases are given for which the limited look-ahead policies are optimal. We also show that the same formulation can be used to find the optimal memory management policy which minimizes the number of deadline misses when users generate information requests which have to be satisfied within some given deadlines
  • Keywords
    data communication; land mobile radio; optimisation; radio broadcasting; storage management; access latency; broadcast data delivery system; broadcast schedule; data broadcasting; deadline misses minimisation; limited look ahead; local memory; mobile user; optimal memory management; optimal memory update strategies; optimal policy; server; waiting time; wireless communication environment; Aggregates; Delay; Frequency; Memory management; Mobile communication; Mobile computing; Prefetching; Satellite broadcasting; Scheduling; Wireless communication;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/49.622907
  • Filename
    622907