Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities

被引:70
|
作者
Duan, Qiang [1 ]
Wang, Shangguang [2 ]
Ansari, Nirwan [3 ]
机构
[1] Penn State Univ, Abington Coll, Informat Sci & technol, University Pk, PA 16802 USA
[2] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
[3] New Jersey Inst Technol, Newark, NJ 07102 USA
来源
IEEE NETWORK | 2020年 / 34卷 / 06期
基金
中国国家自然科学基金;
关键词
Cloud computing; Convergence; Computer architecture; Virtualization; 5G mobile communication; Computational modeling; Edge computing;
D O I
10.1109/MNET.011.2000089
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The wide applications of virtualization and service-oriented principles in various emerging networking technologies introduce a trend of network cloudification that enables network systems to be realized based on cloud technologies and allows network services to be provisioned following the cloud service model. Network cloudification together with the critical role of networking in the latest cloud/edge computing technologies leads to the convergence of networking and cloud/edge computing, which calls for a holistic vision across the fields of networking and computing that may shape relevant technology developments. in this article, we attempt to sketch a big picture to reflect the current status of on-going research toward network-cloud/edge convergence. We first describe the notion of such convergence and present an architectural framework for converged network-cloud/edge systems. Then, we survey the state of the art of enabling technologies for network-cloud/edge convergence by reviewing recent progress in relevant standardization and technology developments in representative research projects. We also discuss challenges that must be fully addressed for realizing the convergence of networking and cloud/ edge computing and identify some opportunities for future research in this exciting interdisciplinary field.
引用
收藏
页码:148 / 155
页数:8
相关论文
共 50 条
  • [21] Automated Control in Cloud Computing: Challenges and Opportunities
    Lim, Harold C.
    Babu, Shivnath
    Chase, Jeffrey S.
    Parekh, Sujay S.
    FIRST WORKSHOP ON AUTOMATED CONTROL FOR DATACENTERS AND CLOUDS (ACDC '09), 2009, : 13 - 18
  • [22] Fault Tolerant Edge Computing: Challenges and Opportunities
    Pourreza, Maryam
    Narasimhan, Priya
    2023 IEEE 7TH INTERNATIONAL CONFERENCE ON FOG AND EDGE COMPUTING, ICFEC, 2023, : 73 - 80
  • [23] Challenges and Opportunities for Efficient Serverless Computing at the Edge
    Gadepalli, Phani Kishore
    Peach, Gregor
    Cherkasova, Ludmila
    Aitken, Rob
    Parmer, Gabriel
    2019 IEEE 38TH INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS 2019), 2019, : 261 - 266
  • [24] Edge Computing in Healthcare: Innovations, Opportunities, and Challenges
    Rancea, Alexandru
    Anghel, Ionut
    Cioara, Tudor
    FUTURE INTERNET, 2024, 16 (09)
  • [25] Edge Computing for Autonomous Driving: Opportunities and Challenges
    Liu, Shaoshan
    Liu, Liangkai
    Tang, Jie
    Yu, Bo
    Wang, Yifan
    Shi, Weisong
    PROCEEDINGS OF THE IEEE, 2019, 107 (08) : 1697 - 1716
  • [26] Mobile Edge Computing: Opportunities, solutions, and challenges
    Ahmed, Ejaz
    Rehmani, Mubashir Husain
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 70 : 59 - 63
  • [27] Edge Computing and Its Convergence With Blockchain in 5G and Beyond: Security, Challenges, and Opportunities
    Bhat, Showkat Ahmad
    Sofi, Ishfaq Bashir
    Chi, Chong-Yung
    IEEE ACCESS, 2020, 8 : 205340 - 205373
  • [28] Service-Oriented Computing and Cloud Computing Challenges and Opportunities
    Wei, Yi
    Blake, M. Brian
    IEEE INTERNET COMPUTING, 2010, 14 (06) : 72 - 75
  • [29] Convergence of IoT, Edge and Cloud Computing for Smart Cities
    Yousif, Mazin
    IEEE CLOUD COMPUTING, 2018, 5 (05): : 4 - 5
  • [30] Deep learning-driven wireless communication for edge-cloud computing: opportunities and challenges
    Wu, Huaming
    Li, Xiangyi
    Deng, Yingjun
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2020, 9 (01):