How AI-enabled SDN technologies improve the security and functionality of industrial IoT network:Architectures,enabling technologies,and opportunities

作     者：Jinfang Jiang Chuan Lin Guangjie Han Adnan MAbu-Mahfouz Syed Bilal Hussain Shah Miguel Martínez-García Jinfang Jiang;Chuan Lin;Guangjie Han;Adnan M.Abu-Mahfouz;Syed Bilal Hussain Shah;Miguel Martínez-García

作者机构：Department of Internet of Things EngineeringHohai UniversityChangzhou213022China Software CollegeNortheastern UniversityShenyang110819China Council for Scientific and Industrial Research(CSIR)Pretoria0184South Africa School of Computing and MathematicsManchester Metropolitan UniversityManchesterM156BHUK Department of Aeronautical and Automotive EngineeringLoughborough UniversityLoughboroughLE113TTUK Department of Electrical and Electronic Engineering ScienceUniversity of JohannesburgJohannesburgSouth Africa 

出 版 物：《Digital Communications and Networks》 (数字通信与网络（英文版）)

年 卷 期：2023年第9卷第6期

页      面：1351-1362页

核心收录：

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：This work was supported by the six talent peaks project in Jiangsu Province(No.XYDXX-012) Natural Science Foundation of China(No.62002045),China Postdoctoral Science Foundation(No.2021M690565) Fundamental Research Funds for the Cornell University(No.N2117002) 

主　　题：Industrial internet of things(IIoT) Industry 4.0 Artificial intelligence(AI) Machine intelligence Software-defined networking(SDN) 

摘      要：The ongoing expansion of the Industrial Internet of Things(IIoT)is enabling the possibility of effective Industry 4.0,where massive sensing devices in heterogeneous environments are connected through dedicated communication *** brings forth new methods and models to fuse the information yielded by the various industrial plant elements and generates emerging security challenges that we have to face,providing ad-hoc functions for scheduling and guaranteeing the network ***,the large development of SoftwareDefined Networking(SDN)and Artificial Intelligence(AI)technologies have made feasible the design and control of scalable and secure IIoT *** paper studies how AI and SDN technologies combined can be leveraged towards improving the security and functionality of these IIoT *** surveying the state-of-the-art research efforts in the subject,the paper introduces a candidate architecture for AI-enabled Software-Defined IIoT Network(AI-SDIN)that divides the traditional industrial networks into three functional *** with this aim in mind,key technologies(Blockchain-based Data Sharing,Intelligent Wireless Data Sensing,Edge Intelligence,Time-Sensitive Networks,Integrating SDN&TSN,Distributed AI)and improve applications based on AISDIN are also ***,the paper also highlights new opportunities and potential research challenges in control and automation of IIoT networks.