CMU: Towards Cooperative Content Caching with User Device in Mobile Edge Networks

Guo，Zhenbei1,2,5; Li，Fuliang1,2; Zhang，Yuchao3; Zhang，Changsheng1; Pan，Tian3,4; Li，Weichao2,6; Wang，Yi2,6

10.1007/978-3-030-59618-7_14

2020

0302-9743

1611-3349

LECT NOTES ARTIF INT

12406 LNCS

210-227

Content caching in mobile edge networks has stirred up tremendous research attention. However, most existing studies focus on predicting content popularity in mobile edge servers (MESs). In addition, they overlook how the content is cached, especially how to cache the content with user devices. In this paper, we propose CMU, a three-layer (Cloud-MES-Users) content caching framework and investigate the performance of different caching strategies under this framework. A user device who has cached the content can offer the content sharing service to other user devices through device-to-device communication. In addition, we prove that optimizing the transmission performance of CMU is an NP-hard problem. We provide a solution to solve this problem and describe how to calculate the number of distributed caching nodes under different parameters, including time, energy and storage. Finally, we evaluate CMU through a numerical analysis. Experiment results show that content caching with user devices could reduce the requests to Cloud and MESs, and decrease the content delivery time as well.

Content delivery Cooperative caching Device-to-device communication Mobile edge networks

其他

英语

EI

20204109325027

Computational complexity ; Mobile edge computing

Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory:721.1 ; Data Communication, Equipment and Techniques:722.3 ; Digital Computers and Systems:722.4

2-s2.0-85092202569

Scopus

1.Northeastern University,Shenyang,China
2.Peng Cheng Laboratory,Shenzhen,China
3.Beijing University of Posts and Telecommunications,Beijing,China
4.Purple Mountain Laboratories,Nanjing,China
5.Key Laboratory of Computer Network and Information Integration (Southeast University),Ministry of Education,Nanjing,China
6.Institute of Future Networks,Southern University of Science and Technology,Shenzhen,China

Guo，Zhenbei,Li，Fuliang,Zhang，Yuchao,et al. CMU: Towards Cooperative Content Caching with User Device in Mobile Edge Networks[C],2020:210-227.