Challenges and Solutions in Fog Computing Orchestration

被引:81
|
作者
Jiang, Yuxuan [1 ]
Huang, Zhe [2 ]
Tsang, Danny H. K. [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Hong Kong, Hong Kong, Peoples R China
[2] Princeton Univ, EDGE Lab, Dept Elect Engn, Princeton, NJ 08544 USA
来源
IEEE NETWORK | 2018年 / 32卷 / 03期
关键词
D O I
10.1109/MNET.2017.1700271
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Fog computing, complementary to cloud computing, has recently emerged as a new paradigm that extends the computing infrastructure from the center to the edge of the network. This article explores the design of a fog computing orchestration framework to support IoT applications. In particular, we focus on how the widely adopted cloud computing orchestration framework can be customized to fog computing systems. We first identify the major challenges in this procedure that arise due to the distinct features of fog computing. Then we discuss the necessary adaptations of the orchestration framework to accommodate these challenges.
引用
收藏
页码:122 / 129
页数:8
相关论文
共 50 条
  • [21] Systematic Mapping on Orchestration of Container-based Applications in Fog Computing
    Santo, Walter do Espirito
    Matos Junior, Rubens de Souza
    Lima Ribeiro, Admilson de Ribamar
    Silva, Danilo Souza
    Santos, Reneilson
    [J]. 2019 15TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM), 2019,
  • [22] Orchestration and Monitoring in Fog Computing for Personal Edge Cloud Service Support
    Wamser, Florian
    Lombardo, Chiara
    Vassilakis, Constantinos
    Dinh-Xuan, Lam
    Lago, Paolo
    Bruschi, Roberto
    Tran-Gia, Phuoc
    [J]. 2018 IEEE INTERNATIONAL SYMPOSIUM ON LOCAL AND METROPOLITAN AREA NETWORKS (LANMAN), 2018, : 91 - 96
  • [23] Fog Computing Service Orchestration Mechanisms for 5G Networks
    Kitanov, Stojan
    Janevski, Toni
    [J]. JOURNAL OF INTERNET TECHNOLOGY, 2018, 19 (01): : 297 - 305
  • [24] A systematic review on security aspects of fog computing environment: Challenges, solutions and future directions
    Kaur, Navjeet
    [J]. Computer Science Review, 2024, 54
  • [25] FOG COMPUTING FOR SMART GRID SYSTEMS IN THE 5G ENVIRONMENT: CHALLENGES AND SOLUTIONS
    Kumari, Aparna
    Tanwar, Sudeep
    Tyagi, Sudhanshu
    Kumar, Neeraj
    Obaidat, Mohammad S.
    Rodrigues, Joel J. P. C.
    [J]. IEEE WIRELESS COMMUNICATIONS, 2019, 26 (03) : 47 - 53
  • [26] Fog orchestration for the Internet of Everything: state-of-the-art and research challenges
    Velasquez, Karima
    Abreu, David Perez
    Assis, Marcio R. M.
    Senna, Carlos
    Aranha, Diego F.
    Bittencourt, Luiz F.
    Laranjeiro, Nuno
    Curado, Marilia
    Vieira, Marco
    Monteiro, Edmundo
    Madeira, Edmundo
    [J]. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2018, 9
  • [27] A review of issues and challenges in fog computing environment
    Liu, Chenlei
    Xiang, Feng
    Wang, Pan
    Sun, Zhixin
    [J]. IEEE 17TH INT CONF ON DEPENDABLE, AUTONOM AND SECURE COMP / IEEE 17TH INT CONF ON PERVAS INTELLIGENCE AND COMP / IEEE 5TH INT CONF ON CLOUD AND BIG DATA COMP / IEEE 4TH CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), 2019, : 232 - 237
  • [28] Fog Computing: Issues and Challenges in Security and Forensics
    Wang, Yifan
    Uehara, Tetsutaro
    Sasaki, Ryoichi
    [J]. IEEE 39TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS (COMPSAC 2015), VOL 3, 2015, : 53 - 59
  • [29] A survey on Fog Computing and its research challenges
    dos Santos Machado, José
    Moreno, Edward David
    de Ribamar Lima Ribeiro, Admilson
    [J]. International Journal of Grid and Utility Computing, 2020, 11 (04): : 486 - 495
  • [30] A Framework of Fog Computing: Architecture, Challenges, and Optimization
    Liu, Yang
    Fieldsend, Jonathan E.
    Min, Geyong
    [J]. IEEE ACCESS, 2017, 5 : 25445 - 25454