A Heuristic Algorithm for Multi-Site Computation Offloading in Mobile Cloud Computing

被引:28
|
作者
Enzai, Nur Idawati Md [1 ,2 ]
Tang, Maolin [1 ]
机构
[1] Queensland Univ Technol, Sch Elect Engn & Comp Sci, 2 George St, Brisbane, Qld, Australia
[2] Univ Teknol Mara UiTM, Fac Elect Engn, Dungun Terengganu 23000, Malaysia
关键词
Computation offloading; mobile cloud computing; scheduling; heuristic algorithm; ALLOCATION;
D O I
10.1016/j.procs.2016.05.490
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Due to limitation of mobile device in terms of battery life and processing power, Mobile Cloud Computing (MCC) has become an attractive choice to leverage this shortcoming as the mobile computation could be offloaded to the cloud, which is so-called mobile computation offloading. Existing research on mobile computation offloading considers offloading a mobile computation to a single cloud. However, in the real world a computation service could be provided by multiple clouds and each computation service. Thus, a new and interesting research problem in mobile computation offloading is how to select a computation service for each of the computation tasks of a mobile computation such that the computation time of the mobile computation, the energy consumption of the mobile device and the cost of using the computation services are minimized. This is so called multi-site computation offloading in mobile cloud computing. In this paper we formulate the multi-site computation offloading problem, propose a heuristic algorithm for the multi-site computation offloading problem and evaluate the heuristic algorithm.
引用
收藏
页码:1232 / 1241
页数:10
相关论文
共 50 条
  • [1] Energy conscious multi-site computation offloading for mobile cloud computing
    Raj Kumari
    Sakshi Kaushal
    Naveen Chilamkurti
    [J]. Soft Computing, 2018, 22 : 6751 - 6764
  • [2] Energy conscious multi-site computation offloading for mobile cloud computing
    Kumari, Raj
    Kaushal, Sakshi
    Chilamkurti, Naveen
    [J]. SOFT COMPUTING, 2018, 22 (20) : 6751 - 6764
  • [3] A fast hybrid multi-site computation offloading for mobile cloud computing
    Goudarzi, Mohammad
    Zamani, Mehran
    Haghighat, Abolfazl Toroghi
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 80 : 219 - 231
  • [4] Modeling the Effect of Parallel Execution on Multi-site Computation Offloading in Mobile Cloud Computing
    Sheikh, Ismail
    Das, Olivia
    [J]. COMPUTER PERFORMANCE ENGINEERING (EPEW 2018), 2018, 11178 : 219 - 234
  • [5] Modeling multi-site computation offloading in unreliable cloud environments
    Pirbasti, Marzieh Ranjbar
    Das, Olivia
    [J]. PERFORMANCE EVALUATION, 2020, 144
  • [6] A Constrained Multi-objective Computation Offloading Algorithm in the Mobile Cloud Computing Environment
    Liu, Li
    Du, Yuanyuan
    Fan, Qi
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 13 (09) : 4329 - 4348
  • [7] Modeling Multi-factor Multi-site Risk-based Offloading for Mobile Cloud Computing
    Wu, Huijun
    Huang, Dijiang
    [J]. 2014 10TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM), 2014, : 230 - 235
  • [8] Modeling multi-factor multi-site risk-based offloading for mobile cloud computing
    20150800538772
    [J]. (1) School of Computing, Informatics and Decision Systems Engineering, Arizona State University, United States, 1600, (Institute of Electrical and Electronics Engineers Inc., United States):
  • [9] Mobile Cloud Computing: A Multisite Computation Offloading
    Goudarzi, Mohammad
    Movahedi, Zeinab
    Nazari, Masoud
    [J]. 2016 8TH INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS (IST), 2016, : 660 - 665
  • [10] Framework for Computation Offloading in Mobile Cloud Computing
    Kovachev, Dejan
    Klamma, Ralf
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2012, 1 (07): : 6 - 15