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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Vettigli, G. Mingyue Ji Tulino, A.M. Llorca, J. Festa, P. |
| Copyright Year | 2015 |
| Description | Author affiliation: Bell Labs., Alcatel Lucent, NJ, USA (Llorca, J.) || EE Dept., Univ. of Southern California, Los Angeles, CA, USA (Mingyue Ji) || Univ. di Napoli Federico II, Naples, Italy (Vettigli, G.; Tulino, A.M.; Festa, P.) |
| Abstract | Coded multicasting has been shown to be a promising approach to significantly improve the caching performance of content delivery networks with multiple caches downstream of a common multicast link. However, achievable schemes proposed to date have been shown to achieve the proved order-optimal performance only in the asymptotic regime in which the number of packets per requested item goes to infinity. In this paper, we first extend the asymptotic analysis of the achievable scheme in [1], [2] to the case of heterogeneous cache sizes and demand distributions, providing the best known upper bound on the fundamental limiting performance when the number of packets goes to infinity. We then show that the scheme achieving this upper bound quickly loses its multiplicative caching gain for finite content packetization. To overcome this limitation, we design a novel polynomial-time algorithm based on random greedy graph-coloring that, while keeping the same finite content packetization, recovers a significant part of the multiplicative caching gain. Our results show that the order-optimal coded multicasting schemes proposed to date, while useful in quantifying the fundamental limiting performance, must be properly designed for practical regimes of finite packetization. |
| Starting Page | 251 |
| Ending Page | 256 |
| File Size | 410307 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781467371315 |
| DOI | 10.1109/INFCOMW.2015.7179393 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-04-26 |
| Publisher Place | Hong Kong |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Upper bound Conferences Color Multicast communication Encoding Complexity theory Indexes |
| Content Type | Text |
| Resource Type | Article |
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