Content Pushing With Request Delay Information

被引:52
作者
Chen, Wei [1 ,2 ,3 ]
Poor, H. Vincent [1 ]
机构
[1] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol TNList, Beijing 100084, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Pushing; proactive caching; content item; request delay information; finite buffer; effective throughput; spectral efficiency; energy efficiency; causal feedback; asymptotic analysis; communication-storage tradeoff; WIRELESS; NETWORKS; SCHEME; CACHE;
D O I
10.1109/TCOMM.2017.2648800
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
Pushing along with proactive caching, in which content items are transmitted prior to being requested by a user, holds the promise of trading scalable storage resources for substantial throughput increase in content-centric networks. In this paper, a joint pushing and caching (JPC) method is studied, which determines when and which content to be pushed to, and to be removed from, the receiver buffer based on content request delay information (RDI) that predicts a user's request time for certain content items. Both offline and online JPC policies with noncausal, statistical, and causal RDI are proposed based on a greedy algorithm and dynamic programming. The effective throughputs of the policies are evaluated, and they are seen to increase with both the receiver buffer size and the pushing limited channel capacity. The analysis also reveals the fundamental tradeoff between communication and storage resources. Furthermore, RDI feedback is shown to significantly enhance the performance of the online JPC without incurring much signaling overhead or complexity, especially in small buffer scenarios.
引用
收藏
页码:1146 / 1161
页数:16
相关论文
共 38 条
  • [1] [Anonymous], 1975, Queueing Systems
  • [2] [Anonymous], P IEEE VTC SPRING GL
  • [3] [Anonymous], 1963, DYNAMIC PROGRAMMING
  • [4] [Anonymous], 2011, ART COMPUTER PROGRAM
  • [5] AN EFFICIENT METHOD FOR MINIMIZING ENERGY CONSUMPTION OF USER EQUIPMENT IN STORAGE-EMBEDDED HETEROGENEOUS NETWORKS
    Arai, Shintaro
    Fadlullah, Zubair Md
    Ngo, Thuan
    Nishiyama, Hiroki
    Kato, Nei
    [J]. IEEE WIRELESS COMMUNICATIONS, 2014, 21 (04) : 70 - 76
  • [6] Big Data Meets Telcos: A Proactive Caching Perspective
    Bastug, Ejder
    Bennis, Mehdi
    Zeydan, Engin
    Kader, Manhal Abdel
    Karatepe, Ilyas Alper
    Er, Ahmet Salih
    Debbah, Merouane
    [J]. JOURNAL OF COMMUNICATIONS AND NETWORKS, 2015, 17 (06) : 549 - 557
  • [7] Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks
    Bastug, Ejder
    Bennis, Mehdi
    Debbah, Merouane
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) : 82 - 89
  • [8] Communication over fading channels with delay constraints
    Berry, RA
    Gallager, RG
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (05) : 1135 - 1149
  • [9] Bi SZ, 2015, IEEE COMMUN MAG, V53, P190, DOI 10.1109/MCOM.2015.7295483
  • [10] Chen W., 2016, PROC IEEE INT C COMM, P1