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...

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Main Authors: Xiaoqun Liao, Mohammad Faisal, Qing QingChang, Amjad Ali
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Scientific Programming
Online Access:http://dx.doi.org/10.1155/2020/8859454
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spelling doaj-a811e0642e1e48b7829ccf947f6dc9b22021-07-02T12:58:35ZengHindawi LimitedScientific Programming1058-92441875-919X2020-01-01202010.1155/2020/88594548859454Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process ApproachXiaoqun Liao0Mohammad Faisal1Qing QingChang2Amjad Ali3Information and Network Center, Xi’an University of Science and DSTechnology, Xi’an 710054, ChinaDepartment of Computer Science & IT, University of Malakand, Chakdara, PakistanSchool of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai 200433, ChinaDepartment of Computer Science, University of Swat, Mingora, PakistanDue 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.http://dx.doi.org/10.1155/2020/8859454
collection DOAJ
language English
format Article
sources DOAJ
author Xiaoqun Liao
Mohammad Faisal
Qing QingChang
Amjad Ali
spellingShingle Xiaoqun Liao
Mohammad Faisal
Qing QingChang
Amjad Ali
Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
Scientific Programming
author_facet Xiaoqun Liao
Mohammad Faisal
Qing QingChang
Amjad Ali
author_sort Xiaoqun Liao
title Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
title_short Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
title_full Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
title_fullStr Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
title_full_unstemmed Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach
title_sort evaluating the role of big data in iiot-industrial internet of things for executing ranks using the analytic network process approach
publisher Hindawi Limited
series Scientific Programming
issn 1058-9244
1875-919X
publishDate 2020-01-01
description 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.
url http://dx.doi.org/10.1155/2020/8859454
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