Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach

Due to the enhancements of Internet of Things (IoT) and sensors deployments, the production of big data in Industrial Internet of Things (IIoT) is increased. The accessing and processing of big data become a challenging issue due to the limited storage space, computational time, networking, and IoT devices end. IoT and big data are well thought-out to be the key concepts when describing new information architecture projects. The techniques, tools, and methods that help to provide better solutions for IoT and big data can have an important role to play in the architecture of business. Different approaches are being practiced in the literature for evaluating the role of big data in IIoT. These techniques are not handling the situations when complexity of dependency arises among parameters of the alternatives. The proposed research uses the approach of Analytic Network Process (ANP) for evaluating the role of big data in IIoT. The results show that the proposed research works well for evaluating the role of big data in IIoT.

[1]  Chin-Yin Huang,et al.  A Realization of Cyber-Physical Manufacturing Control System Through Industrial Internet of Things , 2019 .

[2]  Mohamed Elhoseny,et al.  Challenges and recommended technologies for the industrial internet of things: A comprehensive review , 2020 .

[3]  Manju K. Chattopadhyay,et al.  Internet of things and data mining: An application oriented survey , 2020, Journal of King Saud University - Computer and Information Sciences.

[4]  Sultan H. Almotiri,et al.  Mobile Health (m-Health) System in the Context of IoT , 2016, 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW).

[5]  Giuseppe Aceto,et al.  Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0 , 2020, J. Ind. Inf. Integr..

[6]  T. Saaty Relative measurement and its generalization in decision making why pairwise comparisons are central in mathematics for the measurement of intangible factors the analytic hierarchy/network process , 2008 .

[7]  Lamia Chaari,et al.  A New Architecture for Cognitive Internet of Things and Big Data , 2019, KES.

[8]  Dingfu Jiang,et al.  The construction of smart city information system based on the Internet of Things and cloud computing , 2020, Comput. Commun..

[9]  Paula Herber,et al.  A Qualitative Evaluation of IPv6 for the Industrial Internet of Things , 2018, FNC/MobiSPC.

[10]  T. Zagloel,et al.  Knowledge growth and development: internet of things (IoT) research, 2006–2018 , 2019, Heliyon.

[11]  Derek McAuley,et al.  Avoiding the Internet of Insecure Industrial Things , 2018, Comput. Law Secur. Rev..

[12]  Joel J. P. C. Rodrigues,et al.  Data management techniques for Internet of Things , 2020 .

[13]  P. Lazaridis,et al.  Software Component Selection Based on Quality Criteria Using the Analytic Network Process , 2014 .

[14]  Peng Li,et al.  A deep learning model for predicting chemical composition of gallstones with big data in medical Internet of Things , 2019, Future Gener. Comput. Syst..

[15]  Majaz Moonis,et al.  Mobile cloud computing based stroke healthcare system , 2019, Int. J. Inf. Manag..

[16]  Mouzhi Ge,et al.  Big Data for Internet of Things: A Survey , 2018, Future Gener. Comput. Syst..

[17]  Dimitris Mourtzis,et al.  Architecture and development of an Industrial Internet of Things framework for realizing services in Industrial Product Service Systems , 2018 .

[18]  Khaled Salah,et al.  Industrial internet of things: Recent advances, enabling technologies and open challenges , 2020, Comput. Electr. Eng..

[19]  Sylwia Gierej,et al.  The Framework of Business Model in the Context of Industrial Internet of Things , 2017 .

[20]  Joe Cunningham,et al.  The industrial internet of things (IIoT): An analysis framework , 2018, Comput. Ind..

[21]  Nancy Gulati,et al.  Towards socially enabled internet of industrial things: Architecture, semantic model and relationship management , 2019, Ad Hoc Networks.

[22]  Prem Prakash Jayaraman,et al.  The Role of Big Data Analytics in Industrial Internet of Things , 2019, Future Gener. Comput. Syst..

[23]  Mamoona Humayun,et al.  Internet of things and ransomware: Evolution, mitigation and prevention , 2020, Egyptian Informatics Journal.