A Survey of Opportunistic Offloading

被引:94
|
作者
Xu, Dianlei [1 ,2 ]
Li, Yong [2 ]
Chen, Xinlei [3 ]
Li, Jianbo [1 ]
Hui, Pan [4 ,5 ]
Chen, Sheng [6 ,7 ]
Crowcroft, Jon [8 ]
机构
[1] Qingdao Univ, Comp Sci & Technol Coll, Qingdao 266071, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
[3] Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA 15289 USA
[4] Univ Helsinki, Dept Comp Sci, Helsinki, Finland
[5] Hong Kong Univ Sci & Technol, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
[6] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
[7] King Abdulaziz Univ, Jeddah 21589, Saudi Arabia
[8] Univ Cambridge, Comp Lab, Cambridge CB3 0FD, England
来源
基金
中国国家自然科学基金;
关键词
Traffic offloading; computation offloading; opportunistic network; device-to-device communication; delay tolerance network; RESOURCE-ALLOCATION; ENERGY-EFFICIENCY; WIRELESS INFORMATION; CELLULAR CONTENT; MOBILE; NETWORKS; CLOUD; FRAMEWORK; SERVICE; MIDDLEWARE;
D O I
10.1109/COMST.2018.2808242
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper surveys the literature of opportunistic offloading. Opportunistic offloading refers to offloading traffic originally transmitted through the cellular network to opportunistic network, or offloading computing tasks originally executed locally to nearby devices with idle computing resources through opportunistic network. This research direction is recently emerged, and the relevant research covers the period from 2009 to date, with an explosive trend over the last four years. We provide a comprehensive review of the research field from a multidimensional view based on application goal, realizing approach, offloading direction, etc. In addition, we pinpoint the major classifications of opportunistic offloading, so as to form a hierarchical or graded classification of the existing works. Specifically, we divide opportunistic offloading into two main categories based on application goal: traffic offloading or computation offloading. Each category is further divided into two smaller categories: with and without offloading node selection, which bridges between subscriber node and the cellular network, or plays the role of computing task executor for other nodes. We elaborate, compare, and analyze the literatures in each classification from the perspectives of required information, objective, etc. We present a complete introductory guide to the researches relevant to opportunistic offloading. After summarizing the development of the research direction and offloading strategies of the current state-of-the-art, we further point out the important future research problems and directions.
引用
收藏
页码:2198 / 2236
页数:39
相关论文
共 50 条
  • [1] Code Offloading on Opportunistic Computing
    Ferrari, Alan
    Puccinelli, Daniele
    Giordano, Silvia
    2014 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2014, : 148 - 150
  • [2] Opportunistic computing offloading in edge clouds
    Li, Wei
    You, Xinghui
    Jiang, Yingying
    Yang, Jun
    Hu, Long
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 123 : 69 - 76
  • [3] Complex Services Offloading in Opportunistic Networks
    The An Binh Nguyen
    Rettberg-Paeplow, Marius
    Meurisch, Christian
    Meuser, Tobias
    Richerzhagen, Bjoern
    Steinmetz, Ralf
    2018 IFIP NETWORKING CONFERENCE (IFIP NETWORKING) AND WORKSHOPS, 2018, : 505 - 513
  • [4] Opportunistic Computational Offloading System for Clusters of Drones
    Valentino, Rico
    Jung, Woo-Sung
    Ko, Young-Bae
    2018 20TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT), 2018, : 303 - 306
  • [5] Efficiency of Opportunistic Cellular/LiFi Traffic Offloading
    Khallaf, Haitham S.
    El-Fiqi, Abdulaziz E.
    Elwekeil, Mohamed
    Shalaby, Hossam M. H.
    Obayya, Salah S. A.
    2017 19TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2017,
  • [6] Mobility-Assisted Opportunistic Computation Offloading
    Wang, Chuanmeizhi
    Li, Yong
    Jin, Depeng
    IEEE COMMUNICATIONS LETTERS, 2014, 18 (10) : 1779 - 1782
  • [7] Multiple Contents Offloading through Opportunistic Communications
    Chen, Nien-Sheng
    Chou, Yu-Feng
    Cheng, Ray-Guang
    Tsao, Shiao-Li
    PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (CONTEL 2013), 2013, : 65 - 69
  • [8] Cooperative Data Offloading in Opportunistic Mobile Networks
    Lu, Zongqing
    Sun, Xiao
    La Porta, Thomas
    IEEE INFOCOM 2016 - THE 35TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS, 2016,
  • [9] Opportunistic Mobile Data Offloading with Deadline Constraints
    Gao, Guoju
    Xiao, Mingjun
    Wu, Jie
    Han, Kai
    Huang, Liusheng
    Zhao, Zhenhua
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 28 (12) : 3584 - 3599
  • [10] Caching, Recommendations and Opportunistic Offloading at the Network Edge
    Vitoropoulou, Margarita
    Tsitseklis, Konstantinos
    Karyotis, Vasileios
    Papavassiliou, Symeon
    2021 17TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING (MSN 2021), 2021, : 112 - 119