{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T21:43:14Z","timestamp":1780522994847,"version":"3.54.1"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2022,1,4]],"date-time":"2022-01-04T00:00:00Z","timestamp":1641254400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,4]],"date-time":"2022-01-04T00:00:00Z","timestamp":1641254400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s11277-021-09442-8","type":"journal-article","created":{"date-parts":[[2022,1,4]],"date-time":"2022-01-04T00:03:41Z","timestamp":1641254621000},"page":"2029-2044","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["An Efficient Clustering and Deep Learning Based Resource Scheduling for Edge Computing to Integrate Cloud-IoT"],"prefix":"10.1007","volume":"124","author":[{"given":"G.","family":"Vijayasekaran","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Duraipandian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,1,4]]},"reference":[{"issue":"1","key":"9442_CR1","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1109\/JIOT.2016.2619369","volume":"4","author":"H Cai","year":"2017","unstructured":"Cai, H., Xu, B., Jiang, L., & Vasilakos, A. V. (2017). IoT-based big data storage systems in cloud computing: Perspectives and challenges. IEEE Internet of Things Journal, 4(1), 75\u201387.","journal-title":"IEEE Internet of Things Journal"},{"issue":"1","key":"9442_CR2","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1109\/JIOT.2017.2767608","volume":"5","author":"J Pan","year":"2018","unstructured":"Pan, J., & McElhannon, J. (2018). Future edge cloud and edge computing for internet of things applications. IEEE Internet of Things Journal, 5(1), 439\u2013449.","journal-title":"IEEE Internet of Things Journal"},{"key":"9442_CR3","doi-asserted-by":"publisher","first-page":"139244","DOI":"10.1109\/ACCESS.2020.3012121","volume":"8","author":"SA Chaudhry","year":"2020","unstructured":"Chaudhry, S. A., Yahya, K., Al-Turjman, F., & Yang, M. H. (2020). A secure and reliable device access control scheme for IoT based sensor cloud systems. IEEE Access, 8, 139244\u2013139254.","journal-title":"IEEE Access"},{"issue":"4","key":"9442_CR4","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1109\/TCE.2019.2939494","volume":"65","author":"PP Ray","year":"2019","unstructured":"Ray, P. P., Thapa, N., & Dash, D. (2019). Implementation and performance analysis of interoperable and heterogeneous IoT-edge gateway for pervasive wellness care. IEEE Transactions on Consumer Electronics, 65(4), 464\u2013473.","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"12","key":"9442_CR5","doi-asserted-by":"publisher","first-page":"4795","DOI":"10.1109\/JSEN.2017.2777786","volume":"18","author":"A Celesti","year":"2018","unstructured":"Celesti, A., Galletta, A., Carnevale, L., Fazio, M., \u0139ay-Ekuakille, A., & Villari, M. (2018). An IoT cloud system for traffic monitoring and vehicular accidents prevention based on mobile sensor data processing. IEEE Sensors Journal, 18(12), 4795\u20134802.","journal-title":"IEEE Sensors Journal"},{"issue":"6","key":"9442_CR6","doi-asserted-by":"publisher","first-page":"1934","DOI":"10.1109\/JIOT.2017.2690522","volume":"4","author":"Z Guan","year":"2017","unstructured":"Guan, Z., Li, J., Wu, L., Zhang, Y., Wu, J., & Du, X. (2017). Achieving efficient and secure data acquisition for cloud-supported internet of things in smart grid. IEEE Internet of Things Journal, 4(6), 1934\u20131944.","journal-title":"IEEE Internet of Things Journal"},{"issue":"6","key":"9442_CR7","doi-asserted-by":"publisher","first-page":"5166","DOI":"10.1109\/JIOT.2018.2865612","volume":"5","author":"L Ismail","year":"2018","unstructured":"Ismail, L., & Materwala, H. (2018). Energy-aware VM placement and task scheduling in cloud-IoT computing: Classification and performance evaluation. IEEE Internet of Things Journal, 5(6), 5166\u20135176.","journal-title":"IEEE Internet of Things Journal"},{"key":"9442_CR8","doi-asserted-by":"publisher","first-page":"30184","DOI":"10.1109\/ACCESS.2017.2744677","volume":"6","author":"S Mubeen","year":"2018","unstructured":"Mubeen, S., Asadollah, S. A., Papadopoulos, A. V., Ashjaei, M., Pei-Breivold, H., & Behnam, M. (2018). Management of service level agreements for cloud services in IoT: A systematic mapping study. IEEE Access, 6, 30184\u201330207.","journal-title":"IEEE Access"},{"key":"9442_CR9","doi-asserted-by":"publisher","first-page":"77880","DOI":"10.1109\/ACCESS.2018.2884251","volume":"6","author":"X Li","year":"2018","unstructured":"Li, X., Lian, Z., Qin, X., & Jie, W. (2018). Topology-aware resource allocation for IoT services in clouds. IEEE Access, 6, 77880\u201377889.","journal-title":"IEEE Access"},{"issue":"3","key":"9442_CR10","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1109\/JIOT.2015.2460333","volume":"3","author":"J Singh","year":"2016","unstructured":"Singh, J., Pasquier, T., Bacon, J., Ko, H., & Eyers, D. (2016). Twenty security considerations for cloud-supported internet of things. IEEE Internet of Things Journal, 3(3), 269\u2013284.","journal-title":"IEEE Internet of Things Journal"},{"issue":"4","key":"9442_CR11","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1109\/JPROC.2019.2901578","volume":"107","author":"F Metzger","year":"2019","unstructured":"Metzger, F., Ho\u00dffeld, T., Bauer, A., Kounev, S., & Heegaard, P. E. (2019). Modeling of aggregated IoT traffic and its application to an IoT cloud. Proceedings of IEEE, 107(4), 679\u2013694.","journal-title":"Proceedings of IEEE"},{"issue":"6","key":"9442_CR12","doi-asserted-by":"publisher","first-page":"1711","DOI":"10.1109\/JBHI.2017.2776351","volume":"22","author":"G Yang","year":"2018","unstructured":"Yang, G., Jiang, M., Ouyang, W., Ji, G., Xie, H., Rahmani, A. M., Liljeberg, P., & Tenhunen, H. (2018). IoT-based remote pain monitoring system: From device to cloud platform. IEEE Journal of Biomedical and Health Informatics, 22(6), 1711\u20131719.","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"9442_CR13","doi-asserted-by":"publisher","first-page":"64641","DOI":"10.1109\/ACCESS.2019.2917387","volume":"7","author":"HM Al-Kadhim","year":"2019","unstructured":"Al-Kadhim, H. M., & Al-Raweshidy, H. S. (2019). Energy efficient and reliable transport of data in cloud-based IoT. IEEE Access, 7, 64641\u201364650.","journal-title":"IEEE Access"},{"issue":"1","key":"9442_CR14","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1109\/TNSM.2018.2886379","volume":"16","author":"R Chen","year":"2019","unstructured":"Chen, R., Guo, J., Wang, D. C., Tsai, J. J., Al-Hamadi, H., & You, I. (2019). Trust-based service management for mobile cloud IoT systems. IEEE Transactions on Network and Service Management, 16(1), 246\u2013263.","journal-title":"IEEE Transactions on Network and Service Management"},{"issue":"4","key":"9442_CR15","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1109\/TCSS.2016.2515844","volume":"2","author":"C Perera","year":"2015","unstructured":"Perera, C., Talagala, D. S., Liu, C. H., & Estrella, J. C. (2015). Energy-efficient location and activity-aware on-demand mobile distributed sensing platform for sensing as a service in IoT clouds. IEEE Transactions on Computational Social Systems, 2(4), 171\u2013181.","journal-title":"IEEE Transactions on Computational Social Systems"},{"key":"9442_CR16","doi-asserted-by":"publisher","first-page":"183195","DOI":"10.1109\/ACCESS.2019.2958377","volume":"7","author":"Y Zheng","year":"2019","unstructured":"Zheng, Y., & Chen, G. (2019). Energy analysis and application of data mining algorithms for internet of things based on hadoop cloud platform. IEEE Access, 7, 183195\u2013183206.","journal-title":"IEEE Access"},{"key":"9442_CR17","doi-asserted-by":"publisher","first-page":"1706","DOI":"10.1109\/ACCESS.2017.2780087","volume":"6","author":"H El-Sayed","year":"2018","unstructured":"El-Sayed, H., Sankar, S., Prasad, M., Puthal, D., Gupta, A., Mohanty, M., & Lin, C. T. (2018). Edge of things: The big picture on the integration of edge, IoT and the cloud in a distributed computing environment. IEEE Access, 6, 1706\u20131717.","journal-title":"IEEE Access"},{"issue":"2","key":"9442_CR18","doi-asserted-by":"publisher","first-page":"1040","DOI":"10.1109\/TNSM.2020.2977843","volume":"17","author":"H Sun","year":"2020","unstructured":"Sun, H., Yu, H., & Fan, G. (2020). Contract-based resource sharing for time effective task scheduling in fog-cloud environment. IEEE Transactions on Network and Service Management, 17(2), 1040\u20131053.","journal-title":"IEEE Transactions on Network and Service Management"},{"issue":"8","key":"9442_CR19","doi-asserted-by":"publisher","first-page":"7475","DOI":"10.1109\/TVT.2018.2820838","volume":"67","author":"Y Gu","year":"2018","unstructured":"Gu, Y., Chang, Z., Pan, M., Song, L., & Han, Z. (2018). Joint radio and computational resource allocation in IoT fog computing. IEEE Transactions on Vehicular Technology, 67(8), 7475\u20137484.","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"7","key":"9442_CR20","doi-asserted-by":"publisher","first-page":"1420","DOI":"10.1109\/JLT.2018.2800660","volume":"36","author":"R Mu\u00f1oz","year":"2018","unstructured":"Mu\u00f1oz, R., Vilalta, R., Yoshikane, N., Casellas, R., Mart\u00ednez, R., Tsuritani, T., & Morita, I. (2018). Integration of IoT, transport SDN, and edge\/cloud computing for dynamic distribution of IoT analytics and efficient use of network resources. Journal of Lightwave Technology, 36(7), 1420\u20131428.","journal-title":"Journal of Lightwave Technology"},{"issue":"02","key":"9442_CR21","doi-asserted-by":"publisher","first-page":"78","DOI":"10.36548\/jtcsst.2020.2.002","volume":"2","author":"S Shrestha","year":"2020","unstructured":"Shrestha, S., & Shakya, S. (2020). A comparative performance analysis of fog-based smart surveillance system. Journal of trends in Computer Science and Smart technology (TCSST), 2(02), 78\u201388.","journal-title":"Journal of trends in Computer Science and Smart technology (TCSST)"},{"issue":"02","key":"9442_CR22","doi-asserted-by":"publisher","first-page":"120","DOI":"10.36548\/jtcsst.2020.2.006","volume":"2","author":"M Adithya","year":"2020","unstructured":"Adithya, M., Scholar, P. G., & Shanthini, B. (2020). Security analysis and preserving block-level data DE-duplication in cloud storage services. Journal of trends in Computer Science and Smart Technology (TCSST), 2(02), 120\u2013126.","journal-title":"Journal of trends in Computer Science and Smart Technology (TCSST)"},{"issue":"01","key":"9442_CR23","first-page":"27","volume":"2","author":"N Bhalaji","year":"2020","unstructured":"Bhalaji, N. (2020). Fog computing\u2013A Rasperry P\u0131 decentralized network. Journal of Information Technology, 2(01), 27\u201342.","journal-title":"Journal of Information Technology"},{"issue":"01","key":"9442_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.36548\/jtcsst.2020.1.001","volume":"2","author":"V Bindhu","year":"2020","unstructured":"Bindhu, V. (2020). Constraints mitigation in cognitive radio networks using cloud computing. Journal of Trends in Computer Science and Smart Technology (TCSST), 2(01), 1\u201314.","journal-title":"Journal of Trends in Computer Science and Smart Technology (TCSST)"},{"issue":"03","key":"9442_CR25","doi-asserted-by":"publisher","first-page":"173","DOI":"10.36548\/jismac.2020.3.006","volume":"2","author":"M Duraipandian","year":"2020","unstructured":"Duraipandian, M. (2020). Ranked k-NN crowdsourced model for cloud internet of things (CIoT). Journal of ISMAC, 2(03), 173\u2013180.","journal-title":"Journal of ISMAC"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-09442-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-021-09442-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-09442-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T10:19:35Z","timestamp":1653301175000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-021-09442-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,4]]},"references-count":25,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["9442"],"URL":"https:\/\/doi.org\/10.1007\/s11277-021-09442-8","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,4]]},"assertion":[{"value":"21 November 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 January 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Humans and animals are not involved in the work.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human and animal rights"}}]}}