{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T20:34:21Z","timestamp":1774384461866,"version":"3.50.1"},"reference-count":53,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,7,3]],"date-time":"2021-07-03T00:00:00Z","timestamp":1625270400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2021,7,3]]},"abstract":"<jats:p>Internet of Things (IoT) has been considered as one of the emerging network and information technologies that can comprehend automatic monitoring, identification, and management through a network of smart IoT devices. The effective use of IoT in different areas has improved efficiency and reduced errors. The rapid growth of smart devices such as actuators, sensors, and wearable devices has made the IoT enable for smart and sustainable developments in the area. Physical objects are interlinked with these smart devices for the progression to analyse, process, and manage the surroundings data. Such data can then be further utilised for smarter decisions and postanalysis for different purposes. However, with the limited IoT resources, the management of data is difficult due to the restrictions of transmission power place and energy consumption, and the processing can put pressure on these smart devices. The network of IoT is connected with big data through Internet for manipulating and storing huge bulk of data on cloud storage. The secure framework based on big data through IoT is the awful need of modern society which can be energy efficient in a sustainable environment. Due to the intrinsic characteristics of sensors nodes in the IoT, like data redundancy, constrained energy, computing capabilities, and limited communication range, the issues of data loss are becoming among the main issues which mostly depend on the completeness of data. Various approaches are in practice for the recovery problem of data, such as spatiotemporal correlation and interpolation. These are used for data correlation and characteristics of sensory data. Extracting correlation data became difficult specifically as the coupling degree between diverse perceptual attributes is low. The current study has presented a comprehensive overview on big data and its V\u2019s with Internet of Things to describe the research into the area with in-depth review of existing literature.<\/jats:p>","DOI":"10.1155\/2021\/3780594","type":"journal-article","created":{"date-parts":[[2021,7,3]],"date-time":"2021-07-03T19:20:07Z","timestamp":1625340007000},"page":"1-16","source":"Crossref","is-referenced-by-count":8,"title":["Big Data and Its V\u2019s with IoT to Develop Sustainability"],"prefix":"10.1155","volume":"2021","author":[{"given":"Xiao","family":"Chu","sequence":"first","affiliation":[{"name":"School of Information Engineering, Changchun University of Finance and Economics, Changchun 130122, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0126-9944","authenticated-orcid":true,"given":"Shah","family":"Nazir","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Swabi, Swabi, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9635-1494","authenticated-orcid":true,"given":"Kunhao","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computer Science, Jilin Normal University, Siping 136000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zeqi","family":"Leng","sequence":"additional","affiliation":[{"name":"College of Computer Science, Jilin Normal University, Siping 136000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wajeeha","family":"Khalil","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Technology, University of Engineering and Technology, Peshawar, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-8114-0_2"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2018.2840129"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/tvt.2020.3043434"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2019.2948188"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1145\/3326060"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2800758"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2018.2797187"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936133"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2941898"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2995572"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/icirca.2018.8597285"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/icoin.2018.8343232"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/icoin.2018.8343157"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2870394"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2017.2773646"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2018.2816343"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2017.2733001"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.23919\/pciceurope46863.2019.9011564"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/tie.2018.2860568"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2909060"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/CIMPS49236.2019.9082437"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2907092"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2912631"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/ict-dm47966.2019.9032921"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2019.8767237"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/iciea49774.2020.9101999"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.23919\/jcc.2020.01.006"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2939573"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2937876"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2916689"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2020.2995680"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2967768"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2977846"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2976699"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.17775\/cseejpes.2019.01810"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1145\/3313150.3313222"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1145\/3361758.3361763"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1145\/3272973.3273009"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1145\/3282308.3282320"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1145\/3361758.3361762"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1145\/3098322.3098323"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1145\/3368691.3368741"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1145\/3175684.3175702"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-24892-5_2"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-42500-5_1"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99127-6_32"},{"key":"47","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-39047-1_6","article-title":"Big data & disruptive computing platforms braced internet of things: facets & trends","volume-title":"Internet of Things, Smart Computing and Technology: A Roadmap Ahead. Studies in Systems, Decision and Control","author":"N. Jayakumar","year":"2020"},{"key":"48","article-title":"Big data, open data, privacy regulations, intellectual property and competition law in an internet-of-things world: the issue of accessing data","volume-title":"Personal Data in Competition, Consumer Protection and Intellectual Property Law. MPI Studies on Intellectual Property and Competition Law","author":"L. Bjorn","year":"2018"},{"key":"49","article-title":"Big data challenges for the internet of things (IoT) paradigm","volume-title":"Connected Environments for the Internet of Things. Computer Communications and Networks","author":"W. Pornpit","year":"2017"},{"key":"50","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-42141-4_10","article-title":"Big data and internet of things\u2014challenges and opportunities for accelerated business development beyond 2050","volume-title":"Wireless World in 2050 and beyond: A Window into the Future!. Springer Series in Wireless Technology","author":"G. Suciu","year":"2016"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3725-5"},{"key":"52","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-018-0807-y"},{"key":"53","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2019.2940412"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/3780594.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/3780594.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/3780594.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,3]],"date-time":"2021-07-03T19:20:11Z","timestamp":1625340011000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/sp\/2021\/3780594\/"}},"subtitle":[],"editor":[{"given":"Zhu","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,7,3]]},"references-count":53,"alternative-id":["3780594","3780594"],"URL":"https:\/\/doi.org\/10.1155\/2021\/3780594","relation":{},"ISSN":["1875-919X","1058-9244"],"issn-type":[{"value":"1875-919X","type":"electronic"},{"value":"1058-9244","type":"print"}],"subject":[],"published":{"date-parts":[[2021,7,3]]}}}