Caching Efficiency Enhancement at Wireless Edges with Concerns on User's Quality of Experience

被引:4
作者
Li, Feng [1 ,2 ]
Lam, Kwok-Yan [1 ]
Wang, Li [3 ]
Na, Zhenyu [4 ]
Liu, Xin [5 ]
Pan, Qing [3 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
[2] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210093, Jiangsu, Peoples R China
[3] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Zhejiang, Peoples R China
[4] Dalian Maritime Univ, Sch Informat Sci & Technol, Dalian 116026, Peoples R China
[5] Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
基金
中国国家自然科学基金;
关键词
ACCESS; LRU;
D O I
10.1155/2018/1680641
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Content caching is a promising approach to enhancing bandwidth utilization and minimizing delivery delay for new-generation Internet applications. The design of content caching is based on the principles that popular contents are cached at appropriate network edges in order to reduce transmission delay and avoid backhaul bottleneck. In this paper, we propose a cooperative caching replacement and efficiency optimization scheme for IP-based wireless networks. Wireless edges are designed to establish a one-hop scope of caching information table for caching replacement in cases when there is not enough cache resource available within its own space. During the course, after receiving the caching request, every caching node should determine the weight of the required contents and provide a response according to the availability of its own caching space. Furthermore, to increase the caching efficiency from a practical perspective, we introduce the concept of quality of user experience (QoE) and try to properly allocate the cache resource of the whole networks to better satisfy user demands. Different caching allocation strategies are devised to be adopted to enhance user QoE in various circumstances. Numerical results are further provided to justify the performance improvement of our proposal from various aspects.
引用
收藏
页数:10
相关论文
共 38 条
[1]   Video-Aware Scheduling and Caching in the Radio Access Network [J].
Ahlehagh, Hasti ;
Dey, Sujit .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2014, 22 (05) :1444-1462
[2]  
[Anonymous], 2012, P ICN WORKSH INF CTR, DOI [DOI 10.1145/2342488.2342501, 10.1145/2342488.2342501]
[3]  
[Anonymous], IEEE T VEHICULAR TEC
[4]   Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks [J].
Bastug, Ejder ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) :82-89
[5]   Cache "less for more" in information-centric networks (extended version) [J].
Chai, Wei Koong ;
He, Diliang ;
Psaras, Ioannis ;
Pavlou, George .
COMPUTER COMMUNICATIONS, 2013, 36 (07) :758-770
[6]  
Cho K, 2012, IEEE CONF COMPUT, P316, DOI 10.1109/INFCOMW.2012.6193512
[7]  
Gonzalez G., 2016, P 59 IEEE GLOB COMM
[8]   Exploiting Adversarial Jamming Signals for Energy Harvesting in Interference Networks [J].
Guo, Jing ;
Zhao, Nan ;
Yu, F. Richard ;
Liu, Xin ;
Leung, Victor C. M. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (02) :1267-1280
[9]  
Hassanzadeh P, 2016, INT SYM TURBO CODES, P360, DOI 10.1109/ISTC.2016.7593137
[10]   Performance evaluation for new web caching strategies combining LRU with score based object selection [J].
Hasslinger, Gerhard ;
Ntougias, Konstantinos ;
Hasslinger, Frank ;
Hohlfeld, Oliver .
COMPUTER NETWORKS, 2017, 125 :172-186