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MAPCaching: A novel mobility aware proactive caching over C-RAN
- Source :
- PIMRC
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- Caching at the wireless edge is a promising way to alleviate the heavy burden of the backhaul links and reduce the latency of transmission and handover. Although some effective caching schemes have been introduced to Cloud based Radio Access Network (C-RAN), most of them were designed without consideration of users' mobility. In this paper, we investigate the mobility property in cache-enabled C-RAN, and propose a mobility aware proactive caching strategy. We aim to design a novel controller, which is able to utilize the computation and storage resources in C-RAN, and responsible for making cache decision for both the baseband unit (BBU) pool and Remote Radio Head (RRH). A transmission delay model is introduced to formulate the cache placement optimization problem. To solve the problem, we propose an algorithm named MAPCaching. Numerical simulation results show that MAPCaching significantly outperforms the Greedy and EPC caching strategies in terms of average content access delay and cache hit rate by 30% and 20%, respectively.
- Subjects :
- Radio access network
Hardware_MEMORYSTRUCTURES
Transmission delay
Computer science
business.industry
05 social sciences
050801 communication & media studies
020206 networking & telecommunications
02 engineering and technology
Remote radio head
Backhaul (telecommunications)
0508 media and communications
Handover
0202 electrical engineering, electronic engineering, information engineering
Wireless
Cache
business
Computer network
C-RAN
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
- Accession number :
- edsair.doi...........f0878d723ac41432ab8a96a3b2eb310d
- Full Text :
- https://doi.org/10.1109/pimrc.2017.8292503