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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.<\/jats:p>","DOI":"10.1155\/2020\/8859454","type":"journal-article","created":{"date-parts":[[2020,10,20]],"date-time":"2020-10-20T19:50:07Z","timestamp":1603223407000},"page":"1-7","source":"Crossref","is-referenced-by-count":10,"title":["Evaluating the Role of Big Data in IIOT-Industrial Internet of Things for Executing Ranks Using the Analytic Network Process Approach"],"prefix":"10.1155","volume":"2020","author":[{"given":"Xiaoqun","family":"Liao","sequence":"first","affiliation":[{"name":"Information and Network Center, Xi\u2019an University of Science and DSTechnology, Xi\u2019an 710054, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6823-5592","authenticated-orcid":true,"given":"Mohammad","family":"Faisal","sequence":"additional","affiliation":[{"name":"Department of Computer Science & IT, University of Malakand, Chakdara, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3345-1022","authenticated-orcid":true,"given":"Qing","family":"QingChang","sequence":"additional","affiliation":[{"name":"School of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai 200433, China"},{"name":"School of Information Management, Shanghai Linxin University of Accounting and Finance, 995 Shangchuan Road, Pudong New District, Shanghai 201209, China"}]},{"given":"Amjad","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Swat, Mingora, Pakistan"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2019.106564"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.107198"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.04.020"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2019.09.208"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2020.07.002"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.11.011"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2019.106522"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2019.101869"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2020.100129"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2018.09.012"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/w-ficloud.2016.24"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.07.195"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2018.04.015"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2018.03.152"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.04.053"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2020.01.449"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2020.05.003"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.10.035"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.clsr.2017.12.004"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2017.03.166"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2019.e02264"},{"key":"22","first-page":"171","article-title":"Evaluation of software birthmarks using fuzzy analytic hierarchy process","author":"S. 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