• DocumentCode
    2227752
  • Title

    A greedy strategy of data dissemination over multi-channel in mobile computing environments

  • Author

    Lv, Wei-feng ; Wang, Feng-liang ; Zhu, Tong-yu

  • Author_Institution
    State Key Lab. of Software Develop Environ., Beihang Univ., Beijing, China
  • Volume
    5
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Abstract
    Wireless data broadcast is very suitable for delivering information to large user population. In this paper, we concentrate on data scheduling algorithm over multiple channels in mobile computing environments. First, we formulate the average expected delay of multiple channels considering data items´ access frequencies, variable length, and different bandwidth of each channel. Second, we propose a GREEDY algorithm, a multi-channel data allocation method that rationally allocates data items to different channels in order to minimize the MCAED. So far as we know, this is the first model that considers changing situations, e.g. item frequencies, length or available bandwidth. Considering these situations, we propose a REGULATING algorithm, a multichannel balancing method that improves system performance. Within each channel, the Log-Time algorithm which supposed to be optimal in single channel is adopted. The performance evaluation shows that the GREEDY algorithm significantly reduces the average expected waiting time and obtains a near-optimal solution under varieties of circumstances.
  • Keywords
    data communication; greedy algorithms; mobile computing; scheduling; MCAED; data dissemination; data scheduling algorithm; greedy strategy; log-time algorithm; mobile computing environments; multichannel balancing method; multichannel data allocation method; regulating algorithm; wireless data broadcast; Analytical models; Artificial neural networks; Greedy; data broadcast; mobile computing; multi-channel; scheduling algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2154-7491
  • Print_ISBN
    978-1-4244-6539-2
  • Type

    conf

  • DOI
    10.1109/ICACTE.2010.5579515
  • Filename
    5579515