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
Link To Document :
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