Joint Pushing and Caching Based on Physical Layer Multicasting and Network Coding

被引:0
|
作者
Lu, Yawei [1 ]
Chen, Wei [1 ]
Poor, H. Vincent [2 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, TNList, Beijing 100084, Peoples R China
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
D O I
暂无
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
Caching is a promising technique to reduce traffic by storing popular content items in the buffers of users prior to user demand. In this paper, a two-phase physical layer multicasting system is investigated, in which the users are equipped with buffers and content request delay information (RDI) is available at the serving base station (BS). Based on RDI, transmissions are initiated to satisfy user requests within delay constraints. To minimize the expected traffic, a joint pushing and caching (JPC) method is presented to jointly determine the content items transmitted by the BS and cached in the user buffers. It is shown that minimizing the expected traffic can be transformed into a network coding problem. A framework is presented to formulate the JPC policies via optimization problems, which however are intractable. To find the optimal uncoded caching policy, the optimization problems are reduced to linear programs. In addition, a generalized coded caching algorithm is proposed to give a sub-optimal coded JPC policy. A lower bound on the expected traffic is also analyzed. Simulations show that the traffic resulting from the proposed algorithms approaches the lower bound if the buffer size is large.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Content Pushing Based on Physical Layer Multicasting and Request Delay Information
    Lu, Yawei
    Chen, Wei
    Poor, H. Vincent
    2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2016,
  • [2] Joint Physical Layer Coding and Network Coding for Bidirectional Relaying
    Wilson, Makesh Pravin
    Narayanan, Krishna
    Pfister, Henry D.
    Sprintson, Alex
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (11) : 5641 - 5654
  • [3] Evaluation of Multicasting Schemes based on Joint Multiple Description and Network Coding
    Ruiz, Hamlet Medina
    Iwaza, Lana
    Kieffer, Michel
    Pesquet-Popescu, Beatrice
    Al Agha, Khaldoun
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012, : 1660 - 1664
  • [4] Design and implementation of network layer caching for multicasting in active networks
    Neelakandan, S
    Ramachandaran, R
    PROCEEDINGS OF THE ICCC 2002: 15TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION, VOLS 1 AND 2: REDEFINING INTERNET IN THE CONTEXT OF PERVASIVE COMPUTING, 2002, : 161 - 172
  • [5] A Rate Adaptive Physical Layer Network Coding Scheme: Joint Network Coding and Modulation
    Guo, Yijun
    Hao Jianjun
    Yue Guangxin
    2014 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2014, : 942 - 947
  • [6] Cross-layer topology design for network coding based wireless multicasting
    Vien, Quoc-Tuan
    Tu, Wanqing
    Nguyen, Huan X.
    Trestian, Ramona
    COMPUTER NETWORKS, 2015, 88 : 27 - 39
  • [7] Joint Distributed Source and Network Coding for Correlated Information Multicasting
    Gao, Shaoshuai
    2011 6TH INTERNATIONAL ICST CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA (CHINACOM), 2011, : 698 - 702
  • [9] Improved Joint Turbo Decoding and Physical-Layer Network Coding
    Castro, Maria Claudia
    Uchoa-Filho, Bartolomeu F.
    Vinhoza, Tiago T. V.
    Noronha-Neto, Mario
    Barros, Joao
    2012 IEEE INFORMATION THEORY WORKSHOP (ITW), 2012, : 532 - 536
  • [10] Linear Physical Layer Network Coding Based on Rings
    Burr, Alister
    Fang, Dong
    2014 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2014, : 370 - 375