Edge-computing-driven Internet of Things: A Survey

被引:56
|
作者
Kong, Linghe [1 ]
Tan, Jinlin [1 ]
Huang, Junqin [1 ]
Chen, Guihai [1 ]
Wang, Shuaitian [1 ]
Jin, Xi [2 ]
Zeng, Peng [2 ]
Khan, Muhammad [3 ]
Das, Sajal K. [4 ]
机构
[1] Shanghai Jiao Tong Univ, 800 Dongchuan Rd, Shanghai 200240, Peoples R China
[2] Chinese Acad Sci, Shenyang Inst Automat, 135 Chuangxin Rd, Shenyang 110169, Liaoning, Peoples R China
[3] King Saud Univ, POB 92144, Riyadh 11653, Saudi Arabia
[4] Missouri Univ Sci & Technol, Rolla, MO 65409 USA
关键词
Edge computing; Internet of Things; SOFTWARE-DEFINED NETWORKING; INTRUSION-DETECTION SYSTEM; MOBILE-EDGE; COMPREHENSIVE SURVEY; RESOURCE-ALLOCATION; OPERATING-SYSTEMS; VIRTUAL-REALITY; LOW-LATENCY; IOT; CLOUD;
D O I
10.1145/3555308
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Internet of Things (IoT) is impacting the world's connectivity landscape. More and more IoT devices are connected, bringing many benefits to our daily lives. However, the influx of IoT devices poses non-trivial challenges for the existing cloud-based computing paradigm. In the cloud-based architecture, a large amount of IoT data is transferred to the cloud for data management, analysis, and decision making. It could not only cause a heavy workload on the cloud but also result in unacceptable network latency, ultimately undermining the benefits of cloud-based computing. To address these challenges, researchers are looking for new computing models for the IoT. Edge computing, a new decentralized computing model, is valued by more and more researchers in academia and industry. The main idea of edge computing is placing data processing in nearedge devices instead of remote cloud servers. It is promising to build more scalable, low-latency IoT systems. Many studies have been proposed on edge computing and IoT, but a comprehensive survey of this crossover area is still lacking. In this survey, we first introduce the impact of edge computing on the development of IoT and point out why edge computing is more suitable for IoT than other computing paradigms. Then, we analyze the necessity of systematical investigation on the edge-computing-driven IoT (ECDriven-IoT) and summarize new challenges occurring in ECDriven-IoT. We categorize recent advances from bottom to top, covering six aspects of ECDriven-IoT. Finally, we conclude lessons learned and propose some challenging
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页数:41
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