Temporal Coverage Based Content Distribution in Heterogeneous Smart Device Networks

被引:0
作者
Peng, Wei [1 ]
Li, Feng [2 ]
Zou, Xukai [1 ]
机构
[1] Indiana Univ Purdue Univ, Dept Comp & Informat Sci, Indianapolis, IN 46202 USA
[2] Indiana Univ Purdue Univ, Dept Comp Informat & Leadership Technol, Indianapolis, IN 46202 USA
来源
2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC) | 2015年
关键词
heterogeneous smart device network; temporal coverage; content distribution; T-covering set; kernel density estimation; temporal coverage quality; CONNECTED MOBILE NETWORKS;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The present work studies content distribution in heterogeneous smart device networks, in which all smart-phones/tablets can communicate through proximity channels such as Bluetooth/NFC/Wi-Fi Direct when they are in proximity, but only some devices have the cellular data communication capability. In the context of recent applications of content distribution in smart device networks such as mobile offloading and enterprise network defense prioritization, we propose a temporal coverage based scheme that exploits nodes' encounter regularity and content's delivery delay tolerance to reduce content delivery costs. Using kernel-density estimation (KDE) on the readily available proximity encounter records, we propose a network structural property, T-covering set, and a corresponding localized algorithm that distributedly elects a T-covering set from the underlying network. Using real Bluetooth encounter traces, we demonstrate that temporal coverage based content distribution using T-covering set can significantly reduce content delivery cost with minimal delay and no sacrifice in coverage.
引用
收藏
页码:3477 / 3482
页数:6
相关论文
共 18 条
  • [1] NON-PARAMETRIC ESTIMATION OF A MULTIVARIATE PROBABILITY DENSITY
    EPANECHN.VA
    [J]. THEORY OF PROBILITY AND ITS APPLICATIONS,USSR, 1969, 14 (01): : 153 - &
  • [2] Fall K, 2003, P ACM C APPL TECHN A
  • [3] Han B., 2011, ACM SIGMOBILE Mobile Computing and Communications Review, V14, P28
  • [4] Han B., 2010, P ACM CHANTS
  • [5] Mobile Data Offloading through Opportunistic Communications and Social Participation
    Han, Bo
    Hui, Pan
    Kumar, V. S. Anil
    Marathe, Madhav V.
    Shao, Jianhua
    Srinivasan, Aravind
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2012, 11 (05) : 821 - 834
  • [6] BUBBLE Rap: Social-Based Forwarding in Delay-Tolerant Networks
    Hui, Pan
    Crowcroft, Jon
    Yoneki, Eiko
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2011, 10 (11) : 1576 - 1589
  • [7] Characterizing the human mobility pattern in a large street network
    Jiang, Bin
    Yin, Junjun
    Zhao, Sijian
    [J]. PHYSICAL REVIEW E, 2009, 80 (02):
  • [8] Liu C., 2009, P ACM INT S MOB AD H
  • [9] Peng W., 2013, P IEEE C COMM NETW S
  • [10] Peng W., 2013, P IEEE INT C MOB AD