How can applications of blockchain and artificial intelligence improve performance of Internet of Things?-A survey

被引:17
作者
Bothra, Priyanka [1 ]
Karmakar, Raja [2 ]
Bhattacharya, Sanjukta [3 ]
De, Sayantani [2 ]
机构
[1] Tata Consultancy Serv, Kolkata 700099, India
[2] Techno Int New Town, Dept Comp Sci & Engn, Kolkata 700156, India
[3] Techno Int New Town, Dept Informat Technol, Kolkata 700156, India
关键词
Internet of things; Blockchain; Artificial intelligence; RESOURCE-MANAGEMENT; INDUSTRIAL INTERNET; IOT; EDGE; SECURE; ARCHITECTURE; SYSTEM; CHALLENGES; PREDICTION; FRAMEWORK;
D O I
10.1016/j.comnet.2023.109634
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Things (IoT), computing surrounding operate each other to provide several significant services in industries, medical as well as in daily life activities at home, office, education sectors, and so on. The participating devices in an IoT network usually have resource constraints and the devices are prone to different cyber attacks, leading to the loopholes in the security and authentication. As a revolutionized and innovated technology, blockchain, that is applied in cryptocurrency, market prediction, etc., uses a distributed ledger that records transactions securely and efficiently. To utilize the great potential of blockchain, both industries and academia have paid a significant attention to integrate it with the IoT, as reported by several existing literature. On the other hand, Artificial Intelligence (AI) is able to embed intelligence in a system, and thus the AI can be integrated with IoT devices in order to automatically cope with different environments according to the demands. Furthermore, both blockchain and AI can be integrated with the IoT to design an automated secure and robust IoT model, as mentioned by numerous existing works. In this survey, we present a discussion on the IoT, blockchain, and AI, along with the descriptions of several research works that apply blockchain and AI in the IoT. In this direction, we point out strengths and limitations of the related existing researches. We also discuss different open challenges to exploit the full capacities of blockchain and AI in designing an IoT-based model. Therefore, the highlighted challenging issues can open the door for the development of future IoT models which will be intelligent and secure based on the integration of blockchain and AI with the IoT.
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页数:30
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