Poularakis, K;
Iosifidis, G;
Sourlas, V;
Tassiulas, L;
(2016)
Exploiting Caching and Multicast for 5G Wireless Networks.
IEEE Transactions On Wireless Communications
, 15
(4)
pp. 2995-3007.
10.1109/TWC.2016.2514418.
Preview |
Text
Poularakis et al 2016 Exploiting Caching and Multicast for 5G Wireless Networks.pdf Download (1MB) | Preview |
Abstract
The landscape toward 5G wireless communication is currently unclear, and, despite the efforts of academia and industry in evolving traditional cellular networks, the enabling technology for 5G is still obscure. This paper puts forward a network paradigm toward next-generation cellular networks, targeting to satisfy the explosive demand for mobile data while minimizing energy expenditures. The paradigm builds on two principles; namely caching and multicast. On one hand, caching policies disperse popular content files at the wireless edge, e.g., pico-cells and femto-cells, hence shortening the distance between content and requester. On other hand, due to the broadcast nature of wireless medium, requests for identical files occurring at nearby times are aggregated and served through a common multicast stream. To better exploit the available cache space, caching policies are optimized based on multicast transmissions. We show that the multicast-aware caching problem is NP-hard and develop solutions with performance guarantees using randomized-rounding techniques. Trace-driven numerical results show that in the presence of massive demand for delay tolerant content, combining caching and multicast can indeed reduce energy costs. The gains over existing caching schemes are 19% when users tolerate delay of three minutes, increasing further with the steepness of content access pattern.
| Type: | Article |
|---|---|
| Title: | Exploiting Caching and Multicast for 5G Wireless Networks |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1109/TWC.2016.2514418 |
| Publisher version: | http://dx.doi.org/10.1109/TWC.2016.2514418 |
| Language: | English |
| Additional information: | Copyright © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The final published article is available at http://dx.doi.org/10.1109/TWC.2016.2514418 |
| Keywords: | Content Caching, Multicast Delivery, Network Optimization, 5G Wireless Networks |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science |
| URI: | https://discovery.ucl.ac.uk/id/eprint/1495168 |
Archive Staff Only
 |
View Item |
