{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T21:46:12Z","timestamp":1782942372304,"version":"3.54.5"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2021,9,7]],"date-time":"2021-09-07T00:00:00Z","timestamp":1630972800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,9,7]],"date-time":"2021-09-07T00:00:00Z","timestamp":1630972800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s10586-021-03402-4","type":"journal-article","created":{"date-parts":[[2021,9,7]],"date-time":"2021-09-07T15:03:07Z","timestamp":1631026987000},"page":"1619-1636","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":36,"title":["Toward integrating software defined networks with the Internet of Things: a review"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6024-9623","authenticated-orcid":false,"given":"Mohammed Al","family":"Ja\u2019afreh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hikmat","family":"Adhami","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alaa Eddin","family":"Alchalabi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohamed","family":"Hoda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdulmotaleb","family":"El Saddik","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,9,7]]},"reference":[{"issue":"2","key":"3402_CR1","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1145\/1355734.1355746","volume":"38","author":"N McKeown","year":"2008","unstructured":"McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., Turner, J.: Openflow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38(2), 69\u201374 (2008)","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"issue":"5","key":"3402_CR2","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/MCOM.2017.1600935","volume":"55","author":"J Ordonez-Lucena","year":"2017","unstructured":"Ordonez-Lucena, J., Ameigeiras, P., Lopez, D., Ramos-Munoz, J.J., Lorca, J., Folgueira, J.: Network slicing for 5g with sdn\/nfv: concepts, architectures, and challenges. IEEE Commun. Mag. 55(5), 80\u201387 (2017)","journal-title":"IEEE Commun. Mag."},{"issue":"2","key":"3402_CR3","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1109\/MMUL.2018.023121167","volume":"25","author":"A El Saddik","year":"2018","unstructured":"El Saddik, A.: Digital twins: the convergence of multimedia technologies. IEEE Multimed. 25(2), 87\u201392 (2018)","journal-title":"IEEE Multimed."},{"key":"3402_CR4","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-021-03367-4","author":"A Rahman","year":"2021","unstructured":"Rahman, A., Chakraborty, C., Anwar, A., Karim, M., Islam, M., Kundu, D., Rahman, Z., Band, S.S., et al.: Sdn-iot empowered intelligent framework for industry 4.0 applications during covid-19 pandemic. Clust. Comput. (2021). https:\/\/doi.org\/10.1007\/s10586-021-03367-4","journal-title":"Clust. Comput."},{"key":"3402_CR5","doi-asserted-by":"crossref","unstructured":"Qin, Z., Denker, G., Giannelli, C., Bellavista, P., Venkatasubramanian, N.: A software defined networking architecture for the internet-of-things. In: 2014 IEEE network operations and management symposium (NOMS), IEEE, pp 1\u20139 (2014)","DOI":"10.1109\/NOMS.2014.6838365"},{"issue":"6","key":"3402_CR6","doi-asserted-by":"publisher","first-page":"1994","DOI":"10.1109\/JIOT.2017.2746186","volume":"4","author":"S Bera","year":"2017","unstructured":"Bera, S., Misra, S., Vasilakos, A.V.: Software-defined networking for internet of things: a survey. IEEE Internet Things J. 4(6), 1994\u20132008 (2017)","journal-title":"IEEE Internet Things J."},{"key":"3402_CR7","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1109\/CCGrid.2014.15","volume-title":"2014 14th IEEE\/ACM international symposium on cluster, cloud and grid computing","author":"S Das","year":"2014","unstructured":"Das, S., Sahni, S.: Network topology optimization for data aggregation. In: 2014 14th IEEE\/ACM international symposium on cluster, cloud and grid computing, pp. 493\u2013501. IEEE, Piscataway (2014)"},{"issue":"3","key":"3402_CR8","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1109\/MNET.2015.7113227","volume":"29","author":"E Hernandez-Valencia","year":"2015","unstructured":"Hernandez-Valencia, E., Izzo, S., Polonsky, B.: How will nfv\/sdn transform service provider opex? IEEE Network 29(3), 60\u201367 (2015)","journal-title":"IEEE Network"},{"key":"3402_CR9","doi-asserted-by":"crossref","unstructured":"Orphanoudakis, T.G., Matrakidis, C., Stavdas, A.: Next generation optical network architecture featuring distributed aggregation, network processing and information routing. In: 2014 European conference on networks and communications (EuCNC), IEEE, pp 1\u20135 (2014)","DOI":"10.1109\/EuCNC.2014.6882669"},{"issue":"9","key":"3402_CR10","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/MCOM.2015.7263372","volume":"53","author":"A Hakiri","year":"2015","unstructured":"Hakiri, A., Berthou, P., Gokhale, A., Abdellatif, S.: Publish\/subscribe-enabled software defined networking for efficient and scalable iot communications. IEEE Commun. Mag. 53(9), 48\u201354 (2015)","journal-title":"IEEE Commun. Mag."},{"key":"3402_CR11","unstructured":"Sekar, V., Egi, N., Ratnasamy, S., Reiter, M.K., Shi, G.: Design and implementation of a consolidated middlebox architecture. In: 9th $$\\{$$USENIX$$\\}$$ Symposium on networked systems design and implementation ($$\\{$$NSDI$$\\}$$ 12), pp 323\u2013336 (2012)"},{"key":"3402_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-017-0677-z","author":"AA Diro","year":"2018","unstructured":"Diro, A.A., Reda, H.T., Chilamkurti, N.: Differential flow space allocation scheme in sdn based fog computing for IoT applications. J. Ambient Intell. Humaniz. Comput. (2018). https:\/\/doi.org\/10.1007\/s12652-017-0677-z","journal-title":"J. Ambient Intell. Humaniz. Comput."},{"key":"3402_CR13","doi-asserted-by":"crossref","unstructured":"Khosravi, H.A., Khayyambashi, M.R.: Load-aware virtual network service over a software defined data center network. In: 7\u2019th international symposium on telecommunications (IST\u20192014), IEEE, pp 623\u2013628 (2014)","DOI":"10.1109\/ISTEL.2014.7000780"},{"key":"3402_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-021-03311-6","author":"SS Jazaeri","year":"2021","unstructured":"Jazaeri, S.S., Jabbehdari, S., Asghari, P., Javadi, H.H.S.: Edge computing in sdn-iot networks: a systematic review of issues, challenges and solutions. Clust. Comput. (2021). https:\/\/doi.org\/10.1007\/s10586-021-03311-6","journal-title":"Clust. Comput."},{"issue":"6","key":"3402_CR15","doi-asserted-by":"publisher","first-page":"5141","DOI":"10.1109\/JIOT.2018.2838574","volume":"5","author":"F Tang","year":"2018","unstructured":"Tang, F., Fadlullah, Z.M., Mao, B., Kato, N.: An intelligent traffic load prediction-based adaptive channel assignment algorithm in sdn-iot: A deep learning approach. IEEE Internet Things J. 5(6), 5141\u20135154 (2018)","journal-title":"IEEE Internet Things J."},{"key":"3402_CR16","doi-asserted-by":"crossref","unstructured":"Jin, J., Gubbi, J., Luo, T., Palaniswami, M.: Network architecture and qos issues in the internet of things for a smart city. In: 2012 international symposium on communications and information technologies (ISCIT), IEEE, pp 956\u2013961 (2012)","DOI":"10.1109\/ISCIT.2012.6381043"},{"key":"3402_CR17","doi-asserted-by":"publisher","first-page":"18692","DOI":"10.1109\/ACCESS.2021.3054367","volume":"9","author":"E Selem","year":"2021","unstructured":"Selem, E., Fatehy, M., Abd El-Kader, S.M.: mobthe (mobile temperature heterogeneity energy) aware routing protocol for wban iot health application. IEEE Access 9, 18692\u201318705 (2021)","journal-title":"IEEE Access"},{"issue":"1\/2","key":"3402_CR18","doi-asserted-by":"publisher","first-page":"198","DOI":"10.24908\/ss.v17i1\/2.12932","volume":"17","author":"LFA Le\u00f3n","year":"2019","unstructured":"Le\u00f3n, L.F.A.: Eyes on the road: surveillance logics in the autonomous vehicle economy. Surveill. Soc. 17(1\/2), 198\u2013204 (2019)","journal-title":"Surveill. Soc."},{"key":"3402_CR19","doi-asserted-by":"publisher","first-page":"6900","DOI":"10.1109\/ACCESS.2017.2778504","volume":"6","author":"W Yu","year":"2017","unstructured":"Yu, W., Liang, F., He, X., Hatcher, W.G., Lu, C., Lin, J., Yang, X.: A survey on the edge computing for the internet of things. IEEE Access 6, 6900\u20136919 (2017)","journal-title":"IEEE access"},{"key":"3402_CR20","doi-asserted-by":"crossref","unstructured":"Mu\u00f1oz, R., Vilalta, R., Yoshikane, N., Casellas, R., Mart\u00ednez, R., Tsuritani, T., Morita, I.: Iot-aware multi-layer transport sdn and cloud architecture for traffic congestion avoidance through dynamic distribution of iot analytics. In: 2017 European conference on optical communication (ECOC), IEEE, pp 1\u20133 (2017)","DOI":"10.1109\/ECOC.2017.8346192"},{"issue":"7","key":"3402_CR21","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.: Integration of iot, transport sdn, and edge\/cloud computing for dynamic distribution of iot analytics and efficient use of network resources. J. Lightwave Technol. 36(7), 1420\u20131428 (2018)","journal-title":"J. Lightwave Technol."},{"key":"3402_CR22","doi-asserted-by":"crossref","unstructured":"Beilharz, J., Wiesner, P., Boockmeyer, A., Brokhausen, F., Behnke, I., Schmid, R., Pirl, L., Thamsen, L.: Towards a staging environment for the internet of things. Preprint at arXiv:210110697 (2021)","DOI":"10.1109\/PerComWorkshops51409.2021.9431087"},{"issue":"3","key":"3402_CR23","first-page":"2211","volume":"11","author":"C Fancy","year":"2021","unstructured":"Fancy, C., Pushpalatha, M.: Traffic-aware adaptive server load balancing for software defined networks. Int. J. Electr. Comput. Eng. (2088-8708) 11(3), 2211\u20132218 (2021)","journal-title":"Int. J. Electr. Comput. Eng. (2088-8708)"},{"key":"3402_CR24","doi-asserted-by":"publisher","first-page":"390","DOI":"10.1109\/TETC.2018.2847296","volume":"9","author":"N Saha","year":"2018","unstructured":"Saha, N., Bera, S., Misra, S.: Sway: Traffic-aware qos routing in software-defined iot. IEEE Trans. Emerg. Top. Comput. 9, 390\u2013401 (2018a)","journal-title":"IEEE Trans. Emerg. Top. Comput."},{"key":"3402_CR25","doi-asserted-by":"crossref","unstructured":"Saha, N., Misra, S., Bera, S.: Qos-aware adaptive flow-rule aggregation in software-defined iot. In: 2018 IEEE global communications conference (GLOBECOM), IEEE, pp 206\u2013212 (2018b)","DOI":"10.1109\/GLOCOM.2018.8647471"},{"key":"3402_CR26","unstructured":"Gupta, H., Nath, S.B., Chakraborty, S., Ghosh, S.K.: Sdfog: A software defined computing architecture for qos aware service orchestration over edge devices. Preprint  at arXiv:160901190 (2016)"},{"key":"3402_CR27","doi-asserted-by":"crossref","unstructured":"Llopis, J.M., Pieczerak, J., Janaszka, T.: Minimizing latency of critical traffic through sdn. In: 2016 IEEE international conference on networking, architecture and storage (NAS), IEEE, pp 1\u20136 (2016)","DOI":"10.1109\/NAS.2016.7549408"},{"issue":"1","key":"3402_CR28","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/s11277-016-3845-0","volume":"92","author":"S Tomovic","year":"2017","unstructured":"Tomovic, S., Yoshigoe, K., Maljevic, I., Radusinovic, I.: Software-defined fog network architecture for iot. Wirel. Pers. Commun. 92(1), 181\u2013196 (2017)","journal-title":"Wirel. Pers. Commun."},{"key":"3402_CR29","unstructured":"Sawashima, H.: Characteristics of udp packet loss: effect of tcp traffic. proc of INET\u201997. (1997)"},{"issue":"5","key":"3402_CR30","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1109\/JSAC.2019.2906793","volume":"37","author":"S Misra","year":"2019","unstructured":"Misra, S., Saha, N.: Detour: dynamic task offloading in software-defined fog for iot applications. IEEE J. Sel. Areas Commun. 37(5), 1159\u20131166 (2019)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"11","key":"3402_CR31","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1287\/mnsc.17.11.712","volume":"17","author":"JY Yen","year":"1971","unstructured":"Yen, J.Y.: Finding the k shortest loopless paths in a network. Manage. Sci. 17(11), 712\u2013716 (1971)","journal-title":"Manage. Sci."},{"issue":"7","key":"3402_CR32","doi-asserted-by":"publisher","first-page":"4375","DOI":"10.1109\/TCOMM.2020.2983168","volume":"68","author":"S Bera","year":"2020","unstructured":"Bera, S., Misra, S., Saha, N.: Traffic-aware dynamic controller assignment in sdn. IEEE Trans. Commun. 68(7), 4375\u20134382 (2020)","journal-title":"IEEE Trans. Commun."},{"key":"3402_CR33","doi-asserted-by":"publisher","first-page":"5591","DOI":"10.1109\/ACCESS.2016.2607786","volume":"4","author":"N Bizanis","year":"2016","unstructured":"Bizanis, N., Kuipers, F.A.: Sdn and virtualization solutions for the internet of things: a survey. IEEE Access 4, 5591\u20135606 (2016)","journal-title":"IEEE Access"},{"issue":"4","key":"3402_CR34","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1109\/MWC.2018.1700417","volume":"25","author":"B Mao","year":"2018","unstructured":"Mao, B., Tang, F., Fadlullah, Z.M., Kato, N., Akashi, O., Inoue, T., Mizutani, K.: A novel non-supervised deep-learning-based network traffic control method for software defined wireless networks. IEEE Wirel. Commun. 25(4), 74\u201381 (2018)","journal-title":"IEEE Wirel. Commun."},{"key":"3402_CR35","doi-asserted-by":"crossref","unstructured":"Berde, P., Gerola, M., Hart, J., Higuchi, Y., Kobayashi, M., Koide, T., Lantz, B., O\u2019Connor, B., Radoslavov, P., Snow, W., et\u00a0al.: Onos: towards an open, distributed sdn os. In: Proceedings of the third workshop on Hot topics in software defined networking, pp 1\u20136 (2014)","DOI":"10.1145\/2620728.2620744"},{"key":"3402_CR36","unstructured":"Docker (2021) Docker. https:\/\/www.docker.com\/. Accessed 1 Apr 2021"},{"key":"3402_CR37","unstructured":"Kubernetes (2021) Kubernetes. https:\/\/kubernetes.io\/. Accessed 1 Apr 2021"},{"key":"3402_CR38","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-018-0123-6","author":"MF Elrawy","year":"2018","unstructured":"Elrawy, M.F., Awad, A.I., Hamed, H.: Intrusion detection systems for IoT-based smart environments: a survey. J. Cloud Comput. Adv. Syst. Appl. (2018). https:\/\/doi.org\/10.1186\/s13677-018-0123-6","journal-title":"J. Cloud Comput. Adv. Syst. Appl."},{"key":"3402_CR39","unstructured":"Spadaccino, P., Cuomo, F.: Intrusion detection systems for iot: opportunities and challenges offered by edge computing. Preprint at arXiv:abs\/2012.01174 (2020)"},{"key":"3402_CR40","doi-asserted-by":"publisher","unstructured":"Alomari, Z., Zhani, M.F., Aloqaily, M., Bouachir, O.: On minimizing synchronization cost in nfv-based environments. In: 2020 16th international conference on ntwork and service management (CNSM), pp 1\u20139, https:\/\/doi.org\/10.23919\/CNSM50824.2020.9269121 (2020)","DOI":"10.23919\/CNSM50824.2020.9269121"},{"key":"3402_CR41","unstructured":"Riverbed (2021) Riverbed. https:\/\/www.riverbed.com\/gb\/products\/npm\/riverbed-modeler.html. Accessed 1 Apr 2021"},{"key":"3402_CR42","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-32-9170-6","volume-title":"OPNET IoT simulation","author":"M Chen","year":"2019","unstructured":"Chen, M., Miao, Y., Humar, I.: OPNET IoT simulation. Springer (2019)"},{"key":"3402_CR43","doi-asserted-by":"crossref","unstructured":"Hakiri, A., Sellami, B., Patil, P., Berthou, P., Gokhale, A.: Managing wireless fog networks using software-defined networking. In: 2017 IEEE\/ACS 14th international conference on computer systems and applications (AICCSA), IEEE, pp 1149\u20131156 (2017)","DOI":"10.1109\/AICCSA.2017.9"},{"key":"3402_CR44","doi-asserted-by":"publisher","first-page":"21324","DOI":"10.1109\/ACCESS.2018.2822401","volume":"6","author":"P Bellavista","year":"2018","unstructured":"Bellavista, P., Giannelli, C., Lagkas, T., Sarigiannidis, P.: Quality management of surveillance multimedia streams via federated sdn controllers in fiwi-iot integrated deployment environments. IEEE Access 6, 21324\u201321341 (2018)","journal-title":"IEEE Access"},{"key":"3402_CR45","doi-asserted-by":"crossref","unstructured":"Adhami, H., Al\u00a0Ja\u2019afreh, M., El\u00a0Saddik, A.: Ontology based framework for tactile internet applications. In: International conference on smart multimedia, Springer, Cham, pp 81\u201386 (2019)","DOI":"10.1007\/978-3-030-54407-2_7"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-021-03402-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-021-03402-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-021-03402-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T10:05:55Z","timestamp":1744193155000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-021-03402-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,7]]},"references-count":45,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["3402"],"URL":"https:\/\/doi.org\/10.1007\/s10586-021-03402-4","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9,7]]},"assertion":[{"value":"14 May 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 August 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 August 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 September 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"None.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}