Abstract
The rapid growth of wireless data networks has introduced unprecedented traffic that far exceeds the deployment of cellular infrastructures. Caching has been a common approach for coping with the increased amount of traffic. In this paper we propose an in-network cache assisted eNodeB caching mechanism for 4G LTE Networks. The idea is to cache content objects at eNodeBs1 and leverage in-network caches to improve eNodeB caching. We model the cost structure from both bandwidth and delay viewpoints and show that eNoodeB caching is noticeably beneficial. We propose a framework in which eNodeBs can use the information from in-network caches to improve caching performance. We formulate the problem of maximizing delay reduction and prove that the problem is NP-complete. We provide a 2-competitive offline algorithm and a practical online algorithm to solve the problem. We conduct trace-driven simulations and experiment under both synthetic and real network topologies. Results show that our approach can significantly save bandwidth for mobile operators and reduce delays for end users.
| Original language | English |
|---|---|
| Pages (from-to) | 367-380 |
| Number of pages | 14 |
| Journal | Computer Networks |
| Issue number | PartA |
| DOIs | |
| Publication status | Published - 24 Dec 2014 |
Keywords
- eNodeB caching
- In-network caching
- Information-centric networking
ASJC Scopus subject areas
- Computer Networks and Communications
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