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
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