• DocumentCode
    3124006
  • Title

    Codes can reduce queueing delay in data centers

  • Author

    Huang, Longbo ; Pawar, Sameer ; Zhang, Hao ; Ramchandran, Kannan

  • Author_Institution
    EECS Dept., UC Berkeley, Berkeley, CA, USA
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    2766
  • Lastpage
    2770
  • Abstract
    In this paper, we quantify how much codes can reduce the data retrieval latency in storage systems. By combining a simple linear code with a novel request scheduling algorithm, which we call Blocking-one Scheduling (BoS), we show analytically that it is possible to use codes to reduce data retrieval delay by up to 17% over currently popular replication-based strategies. Although in this work we focus on a simplified setting where the storage system stores a single content, the methodology developed can be applied to more general settings with multiple contents. The results also offer insightful guidance to the design of storage systems in data centers and content distribution networks.
  • Keywords
    computer centres; content-based retrieval; delays; information retrieval systems; linear codes; queueing theory; storage management; BoS algorithm; blocking-one scheduling; content distribution networks; data centers; data retrieval delay reduction; data retrieval latency reduction; linear code; queueing delay reduction; request scheduling algorithm; storage system design; Delay; Encoding; Optimal scheduling; Redundancy; Scheduling; Servers; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6284026
  • Filename
    6284026