Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms

被引:241
|
作者
Hong, Cheol-Ho [1 ]
Varghese, Blesson [2 ]
机构
[1] Chung Ang Univ, 84 Heukseok Ro, Seoul 06974, South Korea
[2] Queens Univ Belfast, Univ Rd, Belfast BT7 1NN, Antrim, North Ireland
基金
新加坡国家研究基金会;
关键词
Fog/edge computing; resource management; architectures; infrastructure; algorithms; WIRELESS SENSOR NETWORKS; SOFTWARE-DEFINED NETWORKING; AS-A-SERVICE; DATA-AGGREGATION; VIRTUALIZATION CHALLENGES; DISTRIBUTED INTELLIGENCE; EDGE; CLOUD; INTERNET; SECURE;
D O I
10.1145/3326066
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Contrary to using distant and centralized cloud data center resources, employing decentralized resources at the edge of a network for processing data closer to user devices, such as smartphones and tablets, is an upcoming computing paradigm, referred to as fog/edge computing. Fog/edge resources are typically resource-constrained, heterogeneous, and dynamic compared to the cloud, thereby making resource management an important challenge that needs to be addressed. This article reviews publications as early as 1991, with 85% of the publications between 2013 and 2018, to identify and classify the architectures, infrastructure, and underlying algorithms for managing resources in fog/edge computing.
引用
收藏
页数:37
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