• DocumentCode
    1547859
  • Title

    Caching in Wireless Networks

  • Author

    Niesen, Urs ; Shah, Devavrat ; Wornell, Gregory W.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    58
  • Issue
    10
  • fYear
    2012
  • Firstpage
    6524
  • Lastpage
    6540
  • Abstract
    We consider the problem of delivering content cached in a wireless network of n nodes randomly located on a square of area n. The network performance is described by the 2n × n-dimensional caching capacity region of the wireless network. We provide an inner bound on this caching capacity region, and, in the high path-loss regime, a matching (in the scaling sense) outer bound. For large path-loss exponent, this provides an information-theoretic scaling characterization of the entire caching capacity region. The proposed communication scheme achieving the inner bound shows that the problems of cache selection and channel coding can be solved separately without loss of order-optimality. On the other hand, our results show that the common architecture of nearest-neighbor cache selection can be arbitrarily bad, implying that cache selection and load balancing need to be performed jointly.
  • Keywords
    channel capacity; channel coding; radio networks; wireless channels; channel coding; content cached delivery; dimensional caching capacity region; information-theoretic scaling characterization; load balancing; nearest-neighbor cache selection; path-loss exponent; path-loss regime; wireless networks; Channel coding; Fading; Laboratories; Polynomials; Protocols; Tree graphs; Wireless networks; Caching; capacity scaling; multicommodity flow; wireless networks;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2012.2205733
  • Filename
    6225433