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
中国国家自然科学基金; 美国国家科学基金会;
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 50 条
  • [21] Request for Information
    不详
    NUCLEAR PLANT JOURNAL, 2009, 27 (03) : 10 - 10
  • [22] REQUEST FOR INFORMATION
    MAZER, WM
    MAZER, MA
    JOURNAL OF FORENSIC SCIENCES, 1985, 30 (04) : 995 - 996
  • [23] Impact of Uncertainty in Predicting the User's Request on Pushing
    Yao, Chuting
    Yang, Chenyang
    2016 IEEE 27TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2016, : 624 - 629
  • [24] Energy-Efficient Content Pushing based on Rate and Power Adaptation with Delay Constraints
    Lin, Zhiyuan
    Chen, Wei
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [25] A Proactive Content Pushing Scheme for Provider Mobility Support in Information Centric Networks
    Ko, Haneul
    Kim, Younghyun
    Suh, Dongeun
    Pack, Sangheon
    2014 IEEE 11TH CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE (CCNC), 2014,
  • [26] Support Context-Aware IoT Content Request in Information Centric Networks
    Dong, Lijun
    Wang, Guoqiang
    2016 25TH WIRELESS AND OPTICAL COMMUNICATION CONFERENCE (WOCC), 2016,
  • [27] Always pushing information
    Blyberg, John
    LIBRARY JOURNAL, 2007, : 2 - 4
  • [28] Information fax request
    Power Transm Des, 1 (118):
  • [29] ON ESSENEE OF INFORMATION REQUEST
    SHAPIRO, EL
    NAUCHNO-TEKHNICHESKAYA INFORMATSIYA SERIYA 1-ORGANIZATSIYA I METODIKA INFORMATSIONNOI RABOTY, 1970, (08): : 3 - &
  • [30] REQUEST FOR MURAL INFORMATION
    GITTINGS, DM
    LEONARDO, 1976, 9 (03) : 264 - 264