TY - GEN
T1 - Decentralized caching with secure delivery
AU - Sengupta, Avik
AU - Tandon, Ravi
AU - Clancy, T. Charles
PY - 2014
Y1 - 2014
N2 - Caching has emerged as a vital tool in modern communication systems for reducing peak data rates by allowing popular fles to be pre-fetched and stored locally at end users' devices. In this paper, the concept of information theoretic security for content delivery with decentralized caching is introduced. The proposed secure caching scheme allows users to cache content in a decentralized manner and reduces the peak rate by leveraging local and global caching gains, while securely delivering requested content to the users. The analysis of the secure decentralized caching problem is presented which shows that the proposed scheme introduces security at a negligible cost in terms of achievable rate when compared to insecure decentralized caching schemes, particularly for large number of fles and users. It is also shown that the rate of the proposed secure scheme is within a constant multiplicative factor from the information theoretic optimal rate for feasible values of problem parameters.
AB - Caching has emerged as a vital tool in modern communication systems for reducing peak data rates by allowing popular fles to be pre-fetched and stored locally at end users' devices. In this paper, the concept of information theoretic security for content delivery with decentralized caching is introduced. The proposed secure caching scheme allows users to cache content in a decentralized manner and reduces the peak rate by leveraging local and global caching gains, while securely delivering requested content to the users. The analysis of the secure decentralized caching problem is presented which shows that the proposed scheme introduces security at a negligible cost in terms of achievable rate when compared to insecure decentralized caching schemes, particularly for large number of fles and users. It is also shown that the rate of the proposed secure scheme is within a constant multiplicative factor from the information theoretic optimal rate for feasible values of problem parameters.
UR - http://www.scopus.com/inward/record.url?scp=84906561171&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84906561171&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2014.6874791
DO - 10.1109/ISIT.2014.6874791
M3 - Conference contribution
AN - SCOPUS:84906561171
SN - 9781479951864
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 41
EP - 45
BT - 2014 IEEE International Symposium on Information Theory, ISIT 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 IEEE International Symposium on Information Theory, ISIT 2014
Y2 - 29 June 2014 through 4 July 2014
ER -