The Role of Caching in Future Communication Systems and Networks

被引:182
作者
Paschos, Georgios S. [1 ]
Iosifidis, George [2 ]
Tao, Meixia [3 ]
Towsley, Don [4 ]
Caire, Giuseppe [5 ]
机构
[1] Huawei Technol, France Res Ctr, F-92100 Boulogne, France
[2] Univ Dublin, Coll Green, Trinity Coll Dublin, Sch Comp Sci & Stat, D02PN40, Dublin 2, Ireland
[3] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
[4] Univ Massachusetts, Sch Comp Sci, Amherst, MA 01002 USA
[5] Tech Univ Berlin, Dept Elect Engn & Comp Sci, D-10623 Berlin, Germany
基金
爱尔兰科学基金会; 中国国家自然科学基金;
关键词
Caching; storage; 5G; Future Internet; wireless networks; video delivery; coded caching; edge caching; caching economics; content delivery networks; CONTENT DELIVERY; PLACEMENT ALGORITHMS; FUNDAMENTAL LIMITS; WIRELESS NETWORKS; PERFORMANCE; POPULARITY; COMPLEXITY; ECONOMICS; QUALITY; DESIGN;
D O I
10.1109/JSAC.2018.2844939
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper has the following ambitious goal: to convince the reader that content caching is an exciting research topic for the future communication systems and networks. Caching has been studied for more than 40 years, and has recently received increased attention from industry and academia. Novel caching techniques promise to push the network performance to unprecedented limits, but also pose significant technical challenges. This tutorial provides a brief overview of existing caching solutions, discusses seminal papers that open new directions in caching, and presents the contributions of this special issue. We analyze the challenges that caching needs to address today, also considering an industry perspective, and identify bottleneck issues that must be resolved to unleash the full potential of this promising technique.
引用
收藏
页码:1111 / 1125
页数:15
相关论文
共 135 条
[1]   Content Caching and Scheduling in Wireless Networks With Elastic and Inelastic Traffic [J].
Abedini, Navid ;
Shakkottai, Srinivas .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2014, 22 (03) :864-874
[2]  
Addis B, 2015, IEEE INT CONF CL NET, P171, DOI 10.1109/CloudNet.2015.7335301
[3]   A Tractable Approach to Coverage and Rate in Cellular Networks [J].
Andrews, Jeffrey G. ;
Baccelli, Francois ;
Ganti, Radha Krishna .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (11) :3122-3134
[4]  
[Anonymous], IEEE J SEL AREAS COM
[5]  
[Anonymous], IEEE J SEL AREAS COM
[6]  
[Anonymous], IEEE J SEL AREAS COM
[7]  
[Anonymous], 2016, Computer Communications, IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on
[8]  
[Anonymous], MED CONT DISTR
[9]  
[Anonymous], 14544576008 CISC VIS
[10]  
[Anonymous], IEEE J SEL AREAS COM