• DocumentCode
    8274
  • Title

    An Adaptive Cloud Downloading Service

  • Author

    Yipeng Zhou ; Fu, T. ; Dah Ming Chiu ; Yan Huang

  • Author_Institution
    Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Hong Kong, China
  • Volume
    15
  • Issue
    4
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    802
  • Lastpage
    810
  • Abstract
    Video content downloading using the P2P approach is scalable, but does not always give good performance. Recently, subscription-based premium services have emerged, referred to as cloud downloading. In this service, the cloud storage and server caches user-interested content and updates the cache based on user downloading requests. If a requested video is not in the cache, the request is held in a waiting state until the cache is updated. We call this design server mode. An alternative design is to let the cloud server serve all downloading requests as soon as they arrive, behaving as a helper peer. We call this design helper mode. Our model and analysis show that both these designs are useful for certain operating regimes. The helper mode is good at handling a high request rate, while the server mode is good at scaling with video population size. We design an adaptive algorithm (AMS) to select the service mode automatically. Intuitively, AMS switches service mode from server mode to helper mode when too many peers request blocked movies, and vice versa. The ability of AMS to achieve good performance in different operating regimes is validated by simulation .
  • Keywords
    cache storage; cloud computing; peer-to-peer computing; video signal processing; AMS; P2P approach; adaptive algorithm; adaptive cloud downloading service; cache update; cloud server; cloud storage; design helper mode; design server mode; helper peer; service mode; subscription-based premium services; user downloading requests; user-interested content; video content downloading; video population size; Analytical models; Cloud computing; Peer to peer computing; Servers; Sociology; Statistics; Throughput; Cloud server; file downloading; helper; peer-to-peer; video;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2013.2239628
  • Filename
    6410042