{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T02:03:48Z","timestamp":1776132228278,"version":"3.50.1"},"reference-count":244,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100004731","name":"Zhejiang Province Natural Science Foundation","doi-asserted-by":"publisher","award":["LQ22F010001"],"award-info":[{"award-number":["LQ22F010001"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Province Natural Science Foundation","doi-asserted-by":"publisher","award":["LMS26F020039"],"award-info":[{"award-number":["LMS26F020039"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62402154"],"award-info":[{"award-number":["62402154"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62302136"],"award-info":[{"award-number":["62302136"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007820","name":"Hangzhou Normal University","doi-asserted-by":"publisher","award":["4115C50221204137"],"award-info":[{"award-number":["4115C50221204137"]}],"id":[{"id":"10.13039\/501100007820","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007820","name":"Hangzhou Normal University","doi-asserted-by":"publisher","award":["4085C50220204093"],"award-info":[{"award-number":["4085C50220204093"]}],"id":[{"id":"10.13039\/501100007820","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Science Review"],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1016\/j.cosrev.2026.100964","type":"journal-article","created":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:35:22Z","timestamp":1773776122000},"page":"100964","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Resource allocation in software-defined networks: Current status, research challenges, and future prospects"],"prefix":"10.1016","volume":"61","author":[{"given":"Zihang","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qian","family":"Meng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0005","doi-asserted-by":"crossref","first-page":"2011","DOI":"10.1109\/COMST.2018.2803740","article-title":"How can heterogeneous internet of things build our future: a survey","volume":"20","author":"Qiu","year":"2018","journal-title":"IEEE Commun. Surv. Tutorials"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0010","doi-asserted-by":"crossref","first-page":"2462","DOI":"10.1109\/COMST.2020.3009103","article-title":"Edge computing in industrial internet of things: architecture, advances and challenges","volume":"22","author":"Qiu","year":"2020","journal-title":"IEEE Commun. Surv. Tutorials"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0015","doi-asserted-by":"crossref","first-page":"1617","DOI":"10.1109\/COMST.2016.2532458","article-title":"Next generation 5g wireless networks: a comprehensive survey","volume":"18","author":"Agiwal","year":"2016","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"10.1016\/j.cosrev.2026.100964_bib0020","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2021.108151","article-title":"Software-defined networks for resource allocation in cloud computing: a survey","volume":"195","author":"Mohamed","year":"2021","journal-title":"Computer Networks"},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0025","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1145\/2500468.2500473","article-title":"Software-defined networking","volume":"56","author":"Kirkpatrick","year":"2013","journal-title":"Commun. ACM"},{"key":"10.1016\/j.cosrev.2026.100964_bib0030","series-title":"2012 European Workshop on Software Defined Networking","first-page":"73","article-title":"Enabling future internet architecture research and experimentation by using software defined networking","author":"de OliveiraSilva","year":"2012"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0035","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/JPROC.2014.2371999","article-title":"Software-defined networking: a comprehensive survey","volume":"103","author":"Kreutz","year":"2014","journal-title":"Proc. IEEE"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0040","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1145\/1355734.1355746","article-title":"Openflow: enabling innovation in campus networks","volume":"38","author":"McKeown","year":"2008","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0045","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1109\/MIC.2011.96","article-title":"Software-defined networking could shake up more than packets","volume":"15","author":"Goth","year":"2011","journal-title":"IEEE Internet Comput."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0050","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1145\/2602204.2602219","article-title":"The road to SDN: an intellectual history of programmable networks","volume":"44","author":"Feamster","year":"2014","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib0055","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1145\/2890784","article-title":"Borg, Omega, and Kubernetes","volume":"59","author":"Burns","year":"2016","journal-title":"Commun. ACM"},{"key":"10.1016\/j.cosrev.2026.100964_bib0060","doi-asserted-by":"crossref","DOI":"10.1016\/j.jnca.2020.102856","article-title":"A comprehensive survey of load balancing techniques in software-defined network","volume":"174","author":"Hamdan","year":"2021","journal-title":"J. Netw. Comput. Appl."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0065","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1109\/TNET.2009.2030188","article-title":"Tcam razor: a systematic approach towards minimizing packet classifiers in tcams","volume":"18","author":"Liu","year":"2009","journal-title":"IEEE\/ACM Trans. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0070","doi-asserted-by":"crossref","DOI":"10.1016\/j.iot.2020.100289","article-title":"A survey on the architecture, application, and security of software defined networking: challenges and open issues","volume":"12","author":"Nisar","year":"2020","journal-title":"Internet of Things"},{"key":"10.1016\/j.cosrev.2026.100964_bib0075","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.jnca.2017.07.004","article-title":"Enabling network innovation in data center networks with software defined networking: a survey","volume":"94","author":"Dai","year":"2017","journal-title":"J. Netw. Comput. Appl."},{"issue":"SI","key":"10.1016\/j.cosrev.2026.100964_bib0080","doi-asserted-by":"crossref","first-page":"35","DOI":"10.36244\/ICJ.2023.5.6","article-title":"Survey of routing techniques-based optimization of energy consumption in SD-DCN","volume":"15","author":"Nsaif","year":"2023","journal-title":"Infocommunications J."},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0085","doi-asserted-by":"crossref","first-page":"9771","DOI":"10.1007\/s11227-022-04995-2","article-title":"Hybrid deep learning models and link probability based routing in software defined-dcn","volume":"79","author":"Modi","year":"2023","journal-title":"J. Supercomput."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0090","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/2534169.2486019","article-title":"B4: experience with a globally-deployed software defined wan","volume":"43","author":"Jain","year":"2013","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"key":"10.1016\/j.cosrev.2026.100964_bib0095","series-title":"Proceeding of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks 2014","first-page":"1","article-title":"Opendaylight: towards a model-driven SDN controller architecture","author":"Medved","year":"2014"},{"key":"10.1016\/j.cosrev.2026.100964_bib0100","series-title":"Nsdi","first-page":"249","article-title":"Elastictree: saving energy in data center networks","volume":"vol. 10","author":"Heller","year":"2010"},{"key":"10.1016\/j.cosrev.2026.100964_bib0105","doi-asserted-by":"crossref","first-page":"187498","DOI":"10.1109\/ACCESS.2020.3029903","article-title":"Towards energy efficient 5g networks using machine learning: taxonomy, research challenges, and future research directions","volume":"8","author":"Mughees","year":"2020","journal-title":"Ieee Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0110","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2019.107082","article-title":"Mobility management solutions for 5g networks: architecture and services","volume":"169","author":"Akkari","year":"2020","journal-title":"Comput. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0115","series-title":"2019 IEEE 2nd Wireless Africa Conference (WAC)","first-page":"1","article-title":"Overview of 9 open-source resource orchestrating ETSI mano compliant implementations: a brief survey","author":"Mamushiane","year":"2019"},{"key":"10.1016\/j.cosrev.2026.100964_bib0120","series-title":"International Conference on Signal Processing and Communication Security (ICSPCS 2024)","first-page":"273","article-title":"Research and testing of comprehensive deterministic networks based on SDN","volume":"vol. 13222","author":"Duan","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0125","series-title":"2022 18th International Conference on Network and Service Management (CNSM)","first-page":"226","article-title":"Integrated network and end-host policy management for network slicing","author":"Rabitsch","year":"2022"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0130","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1109\/MWC.014.2200283","article-title":"Collaboration of heterogeneous edge computing paradigms: how to fill the gap between theory and practice","volume":"31","author":"Cai","year":"2023","journal-title":"IEEE Wirel. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0135","doi-asserted-by":"crossref","first-page":"6757","DOI":"10.1109\/ACCESS.2017.2685434","article-title":"A survey on mobile edge networks: convergence of computing, caching and communications","volume":"5","author":"Wang","year":"2017","journal-title":"Ieee Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0140","series-title":"Artificial Intelligence and Security: 5th International Conference, ICAIS 2019, New York, NY, USA, July 26\u201328, 2019, Proceedings, Part II 5","first-page":"157","article-title":"A comparative research on open source edge computing systems","author":"Liang","year":"2019"},{"key":"10.1016\/j.cosrev.2026.100964_bib0145","series-title":"2018 IEEE\/ACM Symposium on Edge Computing (SEC)","first-page":"373","article-title":"Extend cloud to edge with Kubeedge","author":"Xiong","year":"2018"},{"issue":"8","key":"10.1016\/j.cosrev.2026.100964_bib0150","doi-asserted-by":"crossref","first-page":"1793","DOI":"10.3390\/s19081793","article-title":"Internet of Things (IOT) operating systems management: opportunities, challenges, and solution","volume":"19","author":"Zikria","year":"2019","journal-title":"Sensors"},{"issue":"18","key":"10.1016\/j.cosrev.2026.100964_bib0155","doi-asserted-by":"crossref","first-page":"16494","DOI":"10.1109\/JIOT.2023.3268375","article-title":"Sdn-based reconfigurable edge network architecture for industrial internet of things","volume":"10","author":"Alam","year":"2023","journal-title":"IEEE Internet Things J."},{"issue":"23","key":"10.1016\/j.cosrev.2026.100964_bib0160","doi-asserted-by":"crossref","first-page":"24253","DOI":"10.1109\/JIOT.2022.3190281","article-title":"Sdn-assisted mobile edge computing for collaborative computation offloading in industrial internet of things","volume":"9","author":"Tang","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"10.1016\/j.cosrev.2026.100964_bib0165","series-title":"2015 IEEE Conference on Standards for Communications and Networking (CSCN)","first-page":"42","article-title":"6tisch centralized scheduling: when SDN meet IOT","author":"Thubert","year":"2015"},{"key":"10.1016\/j.cosrev.2026.100964_bib0170","series-title":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","first-page":"1629","article-title":"Configuration solution for Tsn-based industrial networks utilizing SDN and OPC UA","volume":"vol. 1","author":"Kobzan","year":"2020"},{"key":"10.1016\/j.cosrev.2026.100964_bib0175","series-title":"2018 IEEE International Conference on Current Trends in Advanced Computing (ICCTAC)","first-page":"1","article-title":"RYU controller\u2019s scalability experiment on software defined networks","author":"Asadollahi","year":"2018"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0180","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1109\/COMST.2023.3338015","article-title":"Ai-empowered fog\/edge resource management for IOT applications: a comprehensive review, research challenges, and future perspectives","volume":"26","author":"Walia","year":"2023","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"10.1016\/j.cosrev.2026.100964_bib0185","series-title":"2018 IEEE International Conference on Big Data (Big Data)","first-page":"4883","article-title":"Towards edge-cloud computing","author":"Tianfield","year":"2018"},{"issue":"18","key":"10.1016\/j.cosrev.2026.100964_bib0190","doi-asserted-by":"crossref","first-page":"17452","DOI":"10.1109\/JIOT.2022.3156028","article-title":"Mobility digital twin: concept, architecture, case study, and future challenges","volume":"9","author":"Wang","year":"2022","journal-title":"IEEE Internet Things J."},{"issue":"10","key":"10.1016\/j.cosrev.2026.100964_bib0195","doi-asserted-by":"crossref","first-page":"12240","DOI":"10.1109\/TVT.2020.3018817","article-title":"Reducing offloading latency for digital Twin Edge networks in 6g","volume":"69","author":"Sun","year":"2020","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0200","article-title":"A quantitative measure of fairness and discrimination","volume":"21","author":"Jain","year":"1984","journal-title":"Eastern Research Laboratory, Digital Equipment Corporation, Hudson, MA"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0205","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.infsof.2008.09.009","article-title":"Systematic literature reviews in software engineering\u2013a systematic literature review","volume":"51","author":"Kitchenham","year":"2009","journal-title":"Inf. Softw. Technol."},{"key":"10.1016\/j.cosrev.2026.100964_bib0210","article-title":"A guide to conducting a standalone systematic literature review","volume":"37","author":"Okoli","year":"2015","journal-title":"Commun. Assoc. Inf. Syst."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0215","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1177\/0739456X17723971","article-title":"Guidance on conducting a systematic literature review","volume":"39","author":"Xiao","year":"2019","journal-title":"J. Plan. Educ. Res."},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0220","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/j.mpsur.2009.07.005","article-title":"A guide to systematic literature reviews","volume":"27","author":"Nightingale","year":"2009","journal-title":"Surg. (Oxford)"},{"key":"10.1016\/j.cosrev.2026.100964_bib0225","series-title":"The 16th Asia-Pacific Network Operations and Management Symposium","first-page":"1","article-title":"Extending dijkstra\u2019s shortest path algorithm for software defined networking","author":"Jiang","year":"2014"},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0230","doi-asserted-by":"crossref","first-page":"99","DOI":"10.3390\/technologies12070099","article-title":"Analysis of the use of artificial intelligence in software-defined intelligent networks: a survey","volume":"12","author":"Ospina Cifuentes","year":"2024","journal-title":"Technologies"},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0235","doi-asserted-by":"crossref","first-page":"4700","DOI":"10.1109\/TWC.2020.2986408","article-title":"On sdn-driven network optimization and QOS aware routing using multiple paths","volume":"19","author":"Bagaa","year":"2020","journal-title":"IEEE Trans. Wirel. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0240","series-title":"2020 IEEE Symposium on Computers and Communications (ISCC)","first-page":"1","article-title":"Sla-aware routing strategy for multi-tenant software-defined networks","author":"Malik","year":"2020"},{"key":"10.1016\/j.cosrev.2026.100964_bib0245","doi-asserted-by":"crossref","first-page":"20312","DOI":"10.1109\/ACCESS.2022.3149795","article-title":"A multi-objective routing mechanism for energy management optimization in SDN multi-control architecture","volume":"10","author":"Ibrahim","year":"2022","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0250","doi-asserted-by":"crossref","DOI":"10.1016\/j.yofte.2022.103120","article-title":"An optimal method for resource allocation in SDN optical networks","volume":"74","author":"Al-Tarawneh","year":"2022","journal-title":"Opt. Fiber Technol."},{"key":"10.1016\/j.cosrev.2026.100964_bib0255","series-title":"Wireless Algorithms, Systems, and Applications: 16th International Conference, WASA 2021, Nanjing, China, June 25\u201327, 2021, Proceedings, Part III 16","first-page":"192","article-title":"An sdn-based self-adaptive resource allocation mechanism for service customization","author":"Dai","year":"2021"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0260","doi-asserted-by":"crossref","DOI":"10.1002\/dac.5077","article-title":"An enhanced hfpa-ihs-orp-based optimization mechanism for efficient bandwidth allocation in software-defined networks","volume":"35","author":"Paulraj","year":"2022","journal-title":"Int. J. Commun. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0265","article-title":"An optimal sdn-based wavelength allocation and routing method for 5g network","volume":"1","author":"Zhou","year":"2022","journal-title":"Mob. Inf. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0270","doi-asserted-by":"crossref","DOI":"10.1016\/j.phycom.2022.101956","article-title":"Balancing module in evolutionary optimization and deep reinforcement learning for multi-path selection in software defined networks","volume":"56","author":"Praveena","year":"2023","journal-title":"Phys. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0275","series-title":"2019 15th International Conference on Emerging Technologies (ICET)","first-page":"1","article-title":"On mos-enabled differentiated voip provisioning in campus software defined networking","author":"Bakhshi","year":"2019"},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0280","doi-asserted-by":"crossref","first-page":"1556","DOI":"10.3390\/sym12091556","article-title":"An efficient network resource management in SDN for cloud services","volume":"12","author":"Jeon","year":"2020","journal-title":"Symmetry"},{"key":"10.1016\/j.cosrev.2026.100964_bib0285","series-title":"2021 IEEE Aerospace Conference (50100)","first-page":"1","article-title":"QOS and handover-aware resource allocation for flexible gateway diversity","author":"Pham","year":"2021"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0290","article-title":"A multi-constraint path optimization scheme based on information fusion in software defined network","volume":"79","author":"Xu","year":"2024","journal-title":"Comput. Mater. Continua"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0295","doi-asserted-by":"crossref","first-page":"3185","DOI":"10.1109\/TNSE.2020.3017751","article-title":"Rl-routing: an SDN routing algorithm based on deep reinforcement learning","volume":"7","author":"Chen","year":"2020","journal-title":"IEEE Trans. Netw. Sci. Eng."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0300","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.jer.2023.100075","article-title":"Mlprs: a machine learning-based proactive re-routing scheme for flow classification and priority assignment","volume":"11","author":"Gunavathie","year":"2023","journal-title":"J. Eng. Res."},{"key":"10.1016\/j.cosrev.2026.100964_bib0305","series-title":"2021 International Wireless Communications and Mobile Computing (IWCMC)","first-page":"785","article-title":"Network representation learning aided resource allocation in software defined networks","author":"Li","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100964_bib0310","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1016\/j.future.2022.04.006","article-title":"Flowlet-level multipath routing based on graph neural network in openflow-based SDN","volume":"134","author":"Yan","year":"2022","journal-title":"Futur. Gener. Comput. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0315","doi-asserted-by":"crossref","DOI":"10.1016\/j.compeleceng.2023.108705","article-title":"Machine learning enabled network and task management in SDN based fog architecture","volume":"108","author":"Sarma","year":"2023","journal-title":"Comput. Electr. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0320","series-title":"2023 IEEE 3rd International Conference on Technology, Engineering, Management for Societal Impact Using Marketing, Entrepreneurship and Talent (TEMSMET)","first-page":"1","article-title":"Meta-reinforcement learning based resource management in software defined networks using Bayesian network","author":"Sharma","year":"2023"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0325","doi-asserted-by":"crossref","DOI":"10.3390\/fi17040158","article-title":"A3c-r: a qos-oriented energy-saving routing algorithm for software-defined networks","volume":"17","author":"Wang","year":"2025","journal-title":"Future Internet"},{"key":"10.1016\/j.cosrev.2026.100964_bib0330","series-title":"2025 IEEE 5th International Conference on Electronic Technology, Communication and Information (ICETCI)","first-page":"1610","article-title":"Application of intelligent routing algorithm based on fuzzy set control in SDN network","author":"Tong","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib0335","doi-asserted-by":"crossref","DOI":"10.1186\/s40537-024-01029-x","article-title":"Dfrdrl: a dynamic fuzzy routing algorithm based on deep reinforcement learning with guaranteed latency and bandwidth for software-defined networks","volume":"11","author":"Wang","year":"2024","journal-title":"J. Big Data"},{"key":"10.1016\/j.cosrev.2026.100964_bib0340","series-title":"2025 International Joint Conference on Neural Networks (IJCNN)","first-page":"1","article-title":"Drl-mr: multipath routing based on multi-agent deep reinforcement learning for sdn-based data center networks","author":"Liu","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib0345","series-title":"2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech)","first-page":"1","article-title":"Enhanced performance of software defined network (SDN) through meta heuristic particle swarm optimization random forest algorithm","author":"Bishla","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib0350","series-title":"2024 IEEE 9th International Conference on Engineering Technologies and Applied Sciences (ICETAS)","first-page":"1","article-title":"Ml-based intelligent control and optimization for enhanced bgp path selection in SDN","author":"Al Mhdawi","year":"2024"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0355","doi-asserted-by":"crossref","first-page":"3007","DOI":"10.32604\/cmc.2024.051217","article-title":"QOS routing optimization based on deep reinforcement learning in SDN","volume":"79","author":"Song","year":"2024","journal-title":"Comput. Mater. Continua"},{"key":"10.1016\/j.cosrev.2026.100964_bib0360","series-title":"2024 10th International Conference on Computer and Communications (ICCC)","first-page":"1549","article-title":"Qos-aware routing algorithm for sdn-based integrated heterogeneous networks","author":"Liu","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0365","series-title":"2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)","first-page":"1065","article-title":"Rl-mr: multipath routing based on multi-agent reinforcement learning for sdn-based data center networks","author":"Liu","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0370","series-title":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","first-page":"1","article-title":"Routing optimization based on DRL and generative adversarial networks for SDN environments","author":"Altamirano","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0375","series-title":"Theory of Linear and Integer Programming","author":"Schrijver","year":"1998"},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib0380","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1080\/18756891.2016.1237181","article-title":"A novel aco-based static task scheduling approach for multiprocessor environments","volume":"9","author":"Boveiri","year":"2016","journal-title":"Int. J. Comput. Intell. Syst."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0385","article-title":"Rlmr: reinforcement learning based multipath routing for SDN","volume":"2022","author":"Chen","year":"2022","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib0390","series-title":"International Conference on Unconventional Computing and Natural Computation","first-page":"240","article-title":"Flower pollination algorithm for global optimization","author":"Yang","year":"2012"},{"key":"10.1016\/j.cosrev.2026.100964_bib0395","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11432-017-9043-8","article-title":"Energy consumption optimization-based joint route selection and flow allocation algorithm for software-defined networking","volume":"60","author":"Chai","year":"2017","journal-title":"Sci. China Inf. Sci."},{"key":"10.1016\/j.cosrev.2026.100964_bib0400","series-title":"2016 IEEE Global Communications Conference (GLOBECOM)","first-page":"1","article-title":"An energy-aware algorithm for optimizing resource allocation in software defined network","author":"Yu","year":"2016"},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib0405","first-page":"4311","article-title":"Simulation and analysis of blocking probability using rwa algorithm for all-optical networks","volume":"2","author":"Shadab","year":"2014","journal-title":"Int. J. Innov. Res. Comput. Commun. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0410","first-page":"29","article-title":"Cumulant control systems: the cost-variance, discrete-time case","author":"Cosenza","year":"2008","journal-title":"Adv. Stat. Control, Algebraic Syst. Theory, Dyn. Syst. Charact.: A Tribute to Michael K. Sain"},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib0415","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1109\/90.803390","article-title":"Dynamic wavelength routing using congestion and neighborhood information","volume":"7","author":"Li","year":"1999","journal-title":"IEEE\/ACM Trans. Netw."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0420","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1287\/moor.12.3.441","article-title":"The complexity of markov decision processes","volume":"12","author":"Papadimitriou","year":"1987","journal-title":"Math. Oper. Res."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0425","doi-asserted-by":"crossref","first-page":"1143","DOI":"10.1137\/S0363012901385691","article-title":"Onactor-critic algorithms","volume":"42","author":"Konda","year":"2003","journal-title":"SIAM J. Control Optim."},{"key":"10.1016\/j.cosrev.2026.100964_bib0430","series-title":"2019 25th Asia-Pacific Conference on Communications (APCC)","first-page":"244","article-title":"End-to-end dynamic bandwidth resource allocation based on QOS demand in SDN","author":"Thazin","year":"2019"},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0435","doi-asserted-by":"crossref","first-page":"5816","DOI":"10.1109\/JIOT.2019.2950730","article-title":"AI agent in software-defined network: agent-based network service prediction and wireless resource scheduling optimization","volume":"7","author":"Cao","year":"2019","journal-title":"IEEE Internet Things J."},{"key":"10.1016\/j.cosrev.2026.100964_bib0440","doi-asserted-by":"crossref","first-page":"6792","DOI":"10.1109\/ACCESS.2020.2964697","article-title":"5g vehicular network resource management for improving radio access through machine learning","volume":"8","author":"Tayyaba","year":"2020","journal-title":"IEEE Access"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0445","doi-asserted-by":"crossref","first-page":"6802","DOI":"10.1007\/s11227-022-04929-y","article-title":"Efficient bandwidth allocation in sdn-based peer-to-peer data streaming using machine learning algorithm","volume":"79","author":"Aldabbas","year":"2023","journal-title":"J. Supercomput."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0450","doi-asserted-by":"crossref","first-page":"749","DOI":"10.3390\/s24030749","article-title":"Sdn-based congestion control and bandwidth allocation scheme in 5g networks","volume":"24","author":"Yang","year":"2024","journal-title":"Sensors"},{"key":"10.1016\/j.cosrev.2026.100964_bib0455","series-title":"2021 8th International Conference on future Internet of Things and Cloud (Ficloud)","first-page":"1","article-title":"Flow-level dynamic bandwidth allocation in sdn-enabled edge cloud using heuristic reinforcement learning","author":"Qadeer","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100964_bib0460","series-title":"2023 IEEE Conference on Computer Applications (ICCA)","first-page":"153","article-title":"Performance evaluation of resource allocation in software defined network","author":"Kyaw","year":"2023"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0465","doi-asserted-by":"crossref","DOI":"10.3390\/computers14060236","article-title":"Adaptive congestion detection and traffic control in software-defined networks via data-driven multi-agent reinforcement learning","volume":"14","author":"Boussaoud","year":"2025","journal-title":"Computers"},{"issue":"13","key":"10.1016\/j.cosrev.2026.100964_bib0470","doi-asserted-by":"crossref","first-page":"23536","DOI":"10.1109\/JIOT.2025.3556943","article-title":"Ai-driven resource management for energy-efficient aerial computing in large-scale healthcare sdn\u2013iot Systems","volume":"12","author":"Lv","year":"2025","journal-title":"IEEE Internet Things J."},{"issue":"19","key":"10.1016\/j.cosrev.2026.100964_bib0475","doi-asserted-by":"crossref","first-page":"40440","DOI":"10.1109\/JIOT.2025.3591029","article-title":"Energy-efficient bandwidth orchestration for industrial IOT in softwarized 6g networks","volume":"12","author":"Agrawal","year":"2025","journal-title":"IEEE Internet Things J."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0480","article-title":"Enhancing quality-of-service in software-defined networks through the integration of firefly-fruit fly optimization and deep reinforcement learning","volume":"15","author":"Aboughaly","year":"2024","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"10.1016\/j.cosrev.2026.100964_bib0485","series-title":"2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS)","first-page":"1","article-title":"Fuzzy logic enhanced delay guarantee routing in SDN environments","volume":"vol. 1","author":"GirishB","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0490","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1631\/FITEE.2300593","article-title":"Hsdba: a hierarchical and scalable dynamic bandwidth allocation for programmable data planes","volume":"25","author":"Ran","year":"2024","journal-title":"Front. Inf. Technol. Electron. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0495","series-title":"2017 International Conference on Computing, Networking and Communications (ICNC)","first-page":"649","article-title":"Traffic engineering in the peer-to-peer SDN","author":"Yang","year":"2017"},{"issue":"1\u20132","key":"10.1016\/j.cosrev.2026.100964_bib0500","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1016\/S0004-3702(99)00052-1","article-title":"Between mdps and semi-mdps: a framework for temporal abstraction in reinforcement learning","volume":"112","author":"Sutton","year":"1999","journal-title":"Artif. Intell."},{"key":"10.1016\/j.cosrev.2026.100964_bib0505","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.comcom.2019.12.052","article-title":"Mpls-based reduction of flow table entries in SDN switches supporting multipath transmission","volume":"151","author":"Duli\u0144ski","year":"2020","journal-title":"Comput. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0510","series-title":"2024 15th International Conference on Network of the future (NoF)","first-page":"10","article-title":"Maximizing SDN flow table efficiency with dynamic timeout allocation and proactive eviction","author":"Arslan","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0515","series-title":"2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR)","first-page":"212","article-title":"A dynamic flow table management method based on real-time traffic monitoring","author":"Zhang","year":"2022"},{"key":"10.1016\/j.cosrev.2026.100964_bib0520","series-title":"2024 Sixth International Conference on Next Generation Data-Driven Networks (NGDN)","first-page":"409","article-title":"Research on flow load balance scheduling strategy in SDN based on reinforcement learning","author":"Xu","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0525","series-title":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","first-page":"1","article-title":"An energy-efficient traffic scheduling method based on slime mould algorithm for SDN","author":"Wang","year":"2023"},{"key":"10.1016\/j.cosrev.2026.100964_bib0530","series-title":"Journal of Physics: Conference Series","article-title":"Research on SDN congestion control based on reinforcement learning","volume":"vol. 2010","author":"Zhang","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100964_bib0535","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.future.2022.01.006","article-title":"Sdn-based fog and cloud interplay for stream processing","volume":"131","author":"Rzepka","year":"2022","journal-title":"Futur. Gener. Comput. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0540","series-title":"2024 Twelfth International Symposium on Computing and Networking Workshops (CANDARW)","first-page":"15","article-title":"A flow distribution algorithm with segment routing for software-defined networking","author":"Mizuno","year":"2024"},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0545","doi-asserted-by":"crossref","DOI":"10.3390\/photonics11070595","article-title":"Adaptive flow timeout management in software-defined optical networks","volume":"11","author":"Radamski","year":"2024","journal-title":"Photonics"},{"issue":"22","key":"10.1016\/j.cosrev.2026.100964_bib0550","doi-asserted-by":"crossref","first-page":"46764","DOI":"10.1109\/JIOT.2025.3576585","article-title":"An iot-driven reinforcement learning framework for optimized flow management in autonomous systems","volume":"12","author":"Balasubramanian","year":"2025","journal-title":"IEEE Internet Things J."},{"issue":"21","key":"10.1016\/j.cosrev.2026.100964_bib0555","doi-asserted-by":"crossref","DOI":"10.3390\/app152111573","article-title":"Data distribution strategies for mixed traffic flows in software-defined networks: a qoe-driven approach","volume":"15","author":"Li","year":"2025","journal-title":"Appl. Sci."},{"issue":"12","key":"10.1016\/j.cosrev.2026.100964_bib0560","doi-asserted-by":"crossref","DOI":"10.3390\/app14125312","article-title":"Dynamic link metric selection for traffic aggregation and multipath transmission in software-defined networks","volume":"14","author":"Rzym","year":"2024","journal-title":"Appl. Sci."},{"key":"10.1016\/j.cosrev.2026.100964_bib0565","article-title":"Efficient handling of ACL policy change in SDN using reactive and proactive flow rule installation","volume":"14","author":"Hussain","year":"2024","journal-title":"Sci. Rep."},{"key":"10.1016\/j.cosrev.2026.100964_bib0570","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1016\/j.comcom.2023.12.038","article-title":"Flow-based service time optimization in software-defined networks using deep reinforcement learning","volume":"216","author":"Jim\u00e9nez-L\u00e1zaro","year":"2024","journal-title":"Comput. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0575","doi-asserted-by":"crossref","DOI":"10.1007\/s00607-024-01363-1","article-title":"Hierarchical traffic engineering with PSO: a path to efficient congestion management in SDN","volume":"107","author":"Azizi","year":"2025","journal-title":"Computing"},{"key":"10.1016\/j.cosrev.2026.100964_bib0580","doi-asserted-by":"crossref","DOI":"10.1186\/s13677-024-00589-w","article-title":"Predictive mobility and cost-aware flow placement in sdn-based IOT networks: a q-learning approach","volume":"13","author":"Huang","year":"2024","journal-title":"J. Cloud Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib0585","series-title":"2019 IEEE 27th International Conference on Network Protocols (ICNP)","first-page":"1","article-title":"Ag: adaptive switching granularity for load balancing with asymmetric topology in data center network","author":"Liu","year":"2019"},{"key":"10.1016\/j.cosrev.2026.100964_bib0590","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.comcom.2018.05.010","article-title":"Efficient load balancing over asymmetric datacenter topologies","volume":"127","author":"Irteza","year":"2018","journal-title":"Comput. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0595","series-title":"2021 IEEE\/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid)","first-page":"514","article-title":"A two-sided matching model for data stream processing in the cloud\u2013fog Continuum","author":"Mehran","year":"2021"},{"issue":"15","key":"10.1016\/j.cosrev.2026.100964_bib0600","doi-asserted-by":"crossref","first-page":"15537","DOI":"10.1109\/JSEN.2022.3184689","article-title":"Sdblockedge: sdn-blockchain enabled multihop task offloading in collaborative edge computing","volume":"22","author":"Latif","year":"2022","journal-title":"IEEE Sens. J."},{"key":"10.1016\/j.cosrev.2026.100964_bib0605","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2022.108330","article-title":"Dynamic placement of multiple controllers based on SDN and allocation of computational resources based on heuristic ant colony algorithm","volume":"241","author":"Li","year":"2022","journal-title":"Knowl.-Based Syst."},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0610","doi-asserted-by":"crossref","first-page":"2479","DOI":"10.1007\/s10115-021-01590-4","article-title":"Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN","volume":"63","author":"Li","year":"2021","journal-title":"Knowl. Inf. Syst."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0615","doi-asserted-by":"crossref","first-page":"1051","DOI":"10.1007\/s00607-022-01141-x","article-title":"An intelligent resource management method in SDN based fog computing using reinforcement learning","volume":"106","author":"Anoushee","year":"2024","journal-title":"Computing"},{"key":"10.1016\/j.cosrev.2026.100964_bib0620","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10515-021-00318-6","article-title":"Efficient deep-reinforcement learning aware resource allocation in sdn-enabled fog paradigm","volume":"29","author":"Lakhan","year":"2022","journal-title":"Autom. Softw. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0625","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1016\/j.future.2024.06.033","article-title":"Multi-resource interleaving for task scheduling in cloud-edge system by deep reinforcement learning","volume":"160","author":"Pei","year":"2024","journal-title":"Future Gener. Comput. Syst."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0630","doi-asserted-by":"crossref","first-page":"1613","DOI":"10.1109\/TNET.2022.3152150","article-title":"Sdn-based resource allocation in edge and cloud computing systems: an evolutionary Stackelberg differential game approach","volume":"30","author":"Du","year":"2022","journal-title":"IEEE\/ACM Trans. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0635","doi-asserted-by":"crossref","first-page":"2039","DOI":"10.1109\/OJCOMS.2024.3382265","article-title":"Artificial intelligence-defined wireless networking for computational offloading and resource allocation in edge computing networks","volume":"5","author":"Shah","year":"2024","journal-title":"IEEE Open J. Commun. Soc."},{"key":"10.1016\/j.cosrev.2026.100964_bib0640","doi-asserted-by":"crossref","first-page":"10790","DOI":"10.1109\/ACCESS.2023.3349029","article-title":"Computing resource allocation strategy based on cloud-edge cluster collaboration in internet of vehicles","volume":"12","author":"Shen","year":"2024","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0645","series-title":"2025 IEEE 31st International Symposium on Local and Metropolitan Area Networks (LANMAN)","first-page":"1","article-title":"Tron: traffic management and resource allocation for sdn-enabled 5g\/6g networks","author":"Agrawal","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib0650","doi-asserted-by":"crossref","DOI":"10.1016\/j.iot.2024.101118","article-title":"Editors: energy-aware dynamic task offloading using deep reinforcement transfer learning in sdn-enabled edge nodes","volume":"25","author":"Baker","year":"2024","journal-title":"Internet of Things"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0655","first-page":"1456","article-title":"In-network placement of reusable computing tasks in an sdn-based network edge","volume":"23","author":"Amadeo","year":"2024","journal-title":"IEEE Trans. Mob. Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib0660","article-title":"Sdn-based nfv deployment for multi-objective resource allocation in edge computing: a deep reinforcement learning for IOT workload scheduling","volume":"48","author":"Hosseinzadeh","year":"2025","journal-title":"Sustain. Comput.: Inform. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0665","series-title":"2024 IEEE Globecom Workshops (GC Wkshps)","first-page":"1","article-title":"Trusted sdn-enabled resource allocation scheme in edge-cloud interplay for 6g-assisted smart cities","author":"Bhattacharya","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib0670","series-title":"Proceedings of ICNN\u201995-International Conference on Neural Networks","first-page":"1942","article-title":"Particle swarm optimization","volume":"vol. 4","author":"Kennedy","year":"1995"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0675","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/TGCN.2022.3175901","article-title":"Enplace: energy-aware network partitioning for controller placement in SDN","volume":"7","author":"Maity","year":"2022","journal-title":"IEEE Trans. Green Commun. Netw."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0680","doi-asserted-by":"crossref","first-page":"1687","DOI":"10.1109\/TNSE.2021.3068975","article-title":"Near-optimal robust virtual controller placement in 5g software defined networks","volume":"8","author":"Tohidi","year":"2021","journal-title":"IEEE Trans. Netw. Sci. Eng."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0685","doi-asserted-by":"crossref","first-page":"682","DOI":"10.1109\/TNSM.2020.2973222","article-title":"A scalable approach to SDN control plane management: high utilization comes with low latency","volume":"17","author":"Huang","year":"2020","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"10.1016\/j.cosrev.2026.100964_bib0690","doi-asserted-by":"crossref","first-page":"169745","DOI":"10.1109\/ACCESS.2019.2955434","article-title":"Sdn-controller placement for d2d communications","volume":"7","author":"Llerena","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0695","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2021.107667","article-title":"An intelligent way for optimal controller placements in software-defined\u2013iot networks for smart cities","volume":"162","author":"Keshari","year":"2021","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0700","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2024.110600","article-title":"An improved artificial bee colony algorithm to minimum propagation latency and balanced load for controller placement in software defined network","volume":"250","author":"Ma","year":"2024","journal-title":"Comput. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0705","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1007\/s10776-024-00620-6","article-title":"A controller placement algorithm using ant colony optimization in software-defined network","volume":"31","author":"Frdiesa","year":"2024","journal-title":"Int. J. Wirel. Inf. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0710","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/j.future.2023.03.015","article-title":"Jointly optimized resource allocation for SDN control and forwarding planes in edge-cloud SDN-based networks","volume":"145","author":"Nguyen","year":"2023","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0715","doi-asserted-by":"crossref","first-page":"4975","DOI":"10.1109\/TNSM.2022.3184989","article-title":"Static placement and dynamic assignment of SDN controllers in Leo satellite networks","volume":"19","author":"Guo","year":"2022","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"10.1016\/j.cosrev.2026.100964_bib0720","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2022.108852","article-title":"Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning","volume":"207","author":"Bouzidi","year":"2022","journal-title":"Comput. Netw."},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0725","doi-asserted-by":"crossref","first-page":"2575","DOI":"10.1109\/TNET.2023.3252639","article-title":"Exploring the impact of critical programmability on controller placement for software-defined wide area networks","volume":"31","author":"Dou","year":"2023","journal-title":"IEEE\/ACM Trans. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0730","doi-asserted-by":"crossref","first-page":"2602","DOI":"10.1109\/ACCESS.2020.3047210","article-title":"Heuristic resource allocation algorithm for controller placement in multi-control 5g based on sdn\/nfv architecture","volume":"9","author":"Ibrahim","year":"2020","journal-title":"IEEE Access"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0735","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1109\/TNSM.2019.2949256","article-title":"Failure-based controller placement in software defined networks","volume":"17","author":"Petale","year":"2019","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"10.1016\/j.cosrev.2026.100964_bib0740","series-title":"2025 29th International Conference on Methods and Models in Automation and Robotics (MMAR)","first-page":"449","article-title":"Centralized and distributed controller placement in terms of scalability and fault tolerance: a review","author":"Memon","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib0745","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2024.110600","article-title":"An improved artificial bee colony algorithm to minimum propagation latency and balanced load for controller placement in software defined network","volume":"250","author":"Ma","year":"2024","journal-title":"Comput. Netw."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0750","doi-asserted-by":"crossref","first-page":"497","DOI":"10.3233\/JHS-230136","article-title":"Controller placement approach with criteria balance in SDN networks","volume":"30","author":"Fellah","year":"2024","journal-title":"J. High Speed Netw."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0755","doi-asserted-by":"crossref","first-page":"4015","DOI":"10.32604\/cmc.2024.058480","article-title":"Effective controller placement in software-defined internet-of-things leveraging deep q-learning (dql)","volume":"81","author":"Ali","year":"2024","journal-title":"Comput. Mater. Continua"},{"key":"10.1016\/j.cosrev.2026.100964_bib0760","doi-asserted-by":"crossref","DOI":"10.1016\/j.jnca.2024.103855","article-title":"Ela-rcp: an energy-efficient and load balanced algorithm for reliable controller placement in software-defined networks","volume":"225","author":"Abedini Bagha","year":"2024","journal-title":"J. Netw. Comput. Appl."},{"key":"10.1016\/j.cosrev.2026.100964_bib0765","series-title":"2025 10th International Conference on Signal Processing and Communication (ICSC)","first-page":"700","article-title":"Optimizing the performance of hybrid software defined network (SDN) through metaheuristic algorithms","author":"Bishla","year":"2025"},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib0770","doi-asserted-by":"crossref","first-page":"1245","DOI":"10.1016\/j.dcan.2023.11.007","article-title":"Reliability-aware swarm based multi-objective optimization for controller placement in distributed SDN architecture","volume":"10","author":"Ibrahim","year":"2024","journal-title":"Digit. Commun. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0775","series-title":"OPODIS","first-page":"211","article-title":"A binary integer programming model for optimal object distribution","author":"Bastarrica","year":"1998"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0780","doi-asserted-by":"crossref","first-page":"760","DOI":"10.1086\/261329","article-title":"An equilibrium queuing model of bribery","volume":"93","author":"Lui","year":"1985","journal-title":"J. Polit. Econ."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0785","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/MCI.2006.329691","article-title":"Ant colony optimization","volume":"1","author":"Dorigo","year":"2007","journal-title":"IEEE Comput. Intell. Mag."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0790","first-page":"100","article-title":"Algorithm as 136: a k-means clustering algorithm","volume":"28","author":"Hartigan","year":"1979","journal-title":"J. R. Stat. Soc. Ser. C Appl. Stat."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0795","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1109\/TEVC.2008.927706","article-title":"Differential evolution algorithm with strategy adaptation for global numerical optimization","volume":"13","author":"Qin","year":"2008","journal-title":"IEEE Trans. Evol. Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib0800","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.advengsoft.2016.01.008","article-title":"The whale optimization algorithm","volume":"95","author":"Mirjalili","year":"2016","journal-title":"Adv. Eng. Softw."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0805","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1002\/(SICI)1099-1360(199801)7:1<34::AID-MCDA161>3.0.CO;2-6","article-title":"Pareto simulated annealing\u2014a metaheuristic technique for multiple-objective combinatorial optimization","volume":"7","author":"Czyz\u017cak","year":"1998","journal-title":"J. Multi-Criteria Decis. Anal."},{"key":"10.1016\/j.cosrev.2026.100964_bib0810","first-page":"564","article-title":"K-medoids clustering","author":"Jin","year":"2011","journal-title":"Encyclopedia of Mach. Learn."},{"key":"10.1016\/j.cosrev.2026.100964_bib0815","first-page":"1","article-title":"Mixed integer programming","author":"Wolsey","year":"2007","journal-title":"Wiley Encycl. Comput. Sci. Eng."},{"key":"10.1016\/j.cosrev.2026.100964_bib0820","author":"Roderick"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0825","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1287\/moor.10.2.180","article-title":"A best possible heuristic for the k-center problem","volume":"10","author":"Hochbaum","year":"1985","journal-title":"Math. Oper. Res."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0830","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1734213.1734219","article-title":"Routing betweenness centrality","volume":"57","author":"Dolev","year":"2010","journal-title":"J. ACM"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0835","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1016\/j.ejor.2008.09.012","article-title":"Min\u2013max and min\u2013max regret versions of combinatorial optimization problems: a survey","volume":"197","author":"Aissi","year":"2009","journal-title":"Eur. J. Oper. Res."},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0840","doi-asserted-by":"crossref","DOI":"10.1002\/dac.3927","article-title":"Dynamic switch migration with noncooperative game towards control plane scalability in SDN","volume":"32","author":"Wu","year":"2019","journal-title":"Int. J. Commun. Syst."},{"issue":"7","key":"10.1016\/j.cosrev.2026.100964_bib0845","doi-asserted-by":"crossref","first-page":"5852","DOI":"10.1109\/JIOT.2019.2952527","article-title":"Esmlb: efficient switch migration-based load balancing for multicontroller SDN in IOT","volume":"7","author":"Sahoo","year":"2019","journal-title":"IEEE Internet Things J."},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0850","doi-asserted-by":"crossref","DOI":"10.1016\/j.jksuci.2023.101566","article-title":"Escalb: an effective slave controller allocation-based load balancing scheme for multi-domain sdn-enabled-Iot networks","volume":"35","author":"Ali","year":"2023","journal-title":"J. King Saud Univ.-Comput. Inf. Sci."},{"key":"10.1016\/j.cosrev.2026.100964_bib0855","doi-asserted-by":"crossref","DOI":"10.1016\/j.comnet.2022.109145","article-title":"Dsmlb: dynamic switch-migration based load balancing for software-defined IOT network","volume":"214","author":"Zafar","year":"2022","journal-title":"Comput. Netw."},{"key":"10.1016\/j.cosrev.2026.100964_bib0860","series-title":"2023 International Conference on Emerging Smart Computing and Informatics (ESCI)","first-page":"1","article-title":"Bayesian network based optimal load balancing in software defined networks","author":"Shaikh","year":"2023"},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib0865","doi-asserted-by":"crossref","first-page":"2748","DOI":"10.1109\/JSAC.2021.3064664","article-title":"Highly-efficient switch migration for controller load balancing in elastic optical inter-datacenter networks","volume":"39","author":"Liu","year":"2021","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0870","doi-asserted-by":"crossref","first-page":"95998","DOI":"10.1109\/ACCESS.2019.2929651","article-title":"On load balancing via switch migration in software-defined networking","volume":"7","author":"Al-Tam","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0875","doi-asserted-by":"crossref","DOI":"10.1016\/j.iot.2023.100934","article-title":"Pbclr: prediction-based control-plane load reduction in a software-defined IOT network","volume":"24","author":"Zafar","year":"2023","journal-title":"Internet of Things"},{"key":"10.1016\/j.cosrev.2026.100964_bib0880","doi-asserted-by":"crossref","first-page":"8995","DOI":"10.1007\/s10586-024-04445-z","article-title":"A relaxed and faster switch migration framework to balance the load of distributed control plane in software defined networks","volume":"27","author":"Sikder","year":"2024","journal-title":"Cluster Comput."},{"issue":"13","key":"10.1016\/j.cosrev.2026.100964_bib0885","doi-asserted-by":"crossref","first-page":"24196","DOI":"10.1109\/JIOT.2024.3391300","article-title":"Bsm-lp: bidirectional switch migration with controller load prediction for software-defined internet of things","volume":"11","author":"Liu","year":"2024","journal-title":"IEEE Internet Things J."},{"key":"10.1016\/j.cosrev.2026.100964_bib0890","doi-asserted-by":"crossref","DOI":"10.1016\/j.comcom.2025.108167","article-title":"Enhanced load balancing technique for SDN controllers: a multi-threshold approach with migration of switches","volume":"238","author":"Kazemiesfeh","year":"2025","journal-title":"Comput. Commun."},{"issue":"15","key":"10.1016\/j.cosrev.2026.100964_bib0895","doi-asserted-by":"crossref","DOI":"10.3390\/electronics14153044","article-title":"Network-aware Gaussian mixture models for multi-objective sd-wan controller placement","volume":"14","author":"Abdulghani","year":"2025","journal-title":"Electronics"},{"key":"10.1016\/j.cosrev.2026.100964_bib0900","doi-asserted-by":"crossref","DOI":"10.1007\/s11235-025-01290-2","article-title":"Fair switch selection for large scale software defined networks in next generation internet of things","volume":"88","author":"Shahzad","year":"2025","journal-title":"Telecommun. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib0905","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.comcom.2024.03.022","article-title":"Game theory-based switch migration strategy for satellite networks","volume":"221","author":"Yan","year":"2024","journal-title":"Comput. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib0910","doi-asserted-by":"crossref","DOI":"10.1007\/s12046-024-02667-w","article-title":"Lboselm: SDN control plane load balancing using online sequential extreme learning machine","volume":"50","author":"SRIDEVI","year":"2025","journal-title":"S\u0101dhan\u0101"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib0915","doi-asserted-by":"crossref","first-page":"56","DOI":"10.23919\/transcom.2024EBP3044","article-title":"Model for controller assignment and placement to minimize migration blackout time with load-balancing platform in software-defined network","volume":"E108-B","author":"Noda","year":"2025","journal-title":"IEICE Trans. Commun."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100964_bib0920","doi-asserted-by":"crossref","first-page":"2200","DOI":"10.1109\/TNSM.2023.3323743","article-title":"Optigsm: greedy-based load balancing with minimum switch migrations in software-defined networks","volume":"21","author":"Prajapati","year":"2024","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"10.1016\/j.cosrev.2026.100964_bib0925","doi-asserted-by":"crossref","first-page":"131591","DOI":"10.1109\/ACCESS.2024.3459952","article-title":"Optimizing SDN controller load balancing using online reinforcement learning","volume":"12","author":"Kumari","year":"2024","journal-title":"IEEE Access"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0930","doi-asserted-by":"crossref","first-page":"486","DOI":"10.1016\/0377-2217(94)90282-8","article-title":"Topsis for modm","volume":"76","author":"Lai","year":"1994","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.cosrev.2026.100964_bib0935","series-title":"2015 IFIP Networking Conference (IFIP Networking)","first-page":"1","article-title":"Dha: distributed decisions on the switch migration toward a scalable SDN control plane","author":"Cheng","year":"2015"},{"key":"10.1016\/j.cosrev.2026.100964_bib0940","series-title":"2018 10th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","first-page":"259","article-title":"A dynamic load balancing mechanism for distributed controllers in software-defined networking","author":"Lan","year":"2018"},{"key":"10.1016\/j.cosrev.2026.100964_bib0945","series-title":"The Analytic Network Process","author":"Saaty","year":"2013"},{"key":"10.1016\/j.cosrev.2026.100964_bib0950","series-title":"Time Series Analysis","author":"Hamilton","year":"2020"},{"issue":"8","key":"10.1016\/j.cosrev.2026.100964_bib0955","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1109\/MCOM.2017.1600940","article-title":"Network slicing based 5g and future mobile networks: mobility, resource management, and challenges","volume":"55","author":"Zhang","year":"2017","journal-title":"IEEE Commun. Mag."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib0960","doi-asserted-by":"crossref","first-page":"2429","DOI":"10.1109\/COMST.2018.2815638","article-title":"Network slicing and softwarization: a survey on principles, enabling technologies, and solutions","volume":"20","author":"Afolabi","year":"2018","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"10.1016\/j.cosrev.2026.100964_bib0965","series-title":"2021 IEEE Global Communications Conference (GLOBECOM)","first-page":"1","article-title":"A fast and scalable resource allocation scheme for end-to-end network slices","author":"Nikolaidis","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100964_bib0970","doi-asserted-by":"crossref","first-page":"134848","DOI":"10.1109\/ACCESS.2022.3228804","article-title":"An SDN controller-based network slicing scheme using constrained reinforcement learning","volume":"10","author":"Hlophe","year":"2022","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib0975","series-title":"ICC 2020-2020 IEEE International Conference on Communications (ICC)","first-page":"1","article-title":"Dra-ig: the balance of performance isolation and resource utilization efficiency in network slicing","author":"Li","year":"2020"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib0980","doi-asserted-by":"crossref","first-page":"2487","DOI":"10.1007\/s12083-020-00979-2","article-title":"Dynamic intelligent resource allocation for emergency situations","volume":"14","author":"Zhi-Xian","year":"2021","journal-title":"Peer-to-Peer Netw. Appl."},{"key":"10.1016\/j.cosrev.2026.100964_bib0985","series-title":"Journal of Physics: Conference Series","article-title":"Resource allocation optimization algorithm of power 5g network slice based on nfv and SDN","volume":"vol. 2476","author":"Wang","year":"2023"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib0990","doi-asserted-by":"crossref","first-page":"1103","DOI":"10.1109\/JLT.2020.2965640","article-title":"Sdn-controlled and orchestrated Opsquare DCN enabling automatic network slicing with differentiated QOS provisioning","volume":"38","author":"Xue","year":"2020","journal-title":"J. Lightwave Technol."},{"key":"10.1016\/j.cosrev.2026.100964_bib0995","doi-asserted-by":"crossref","first-page":"1481","DOI":"10.1109\/ACCESS.2024.3523900","article-title":"A qoe and availability-aware framework for network slice placement and resource allocation","volume":"13","author":"Dobreff","year":"2025","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib1000","series-title":"2025 International Conference on Information, Implementation, and Innovation in Technology (I2ITCON)","first-page":"1","article-title":"Design an algorithm for making handover decision in 5g networks using network slicing","author":"Sambare","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib1005","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1016\/j.future.2024.05.035","article-title":"Overhead and performance of dynamic network slice allocation for mobile users","volume":"160","author":"Gon\u00e7alves","year":"2024","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"11","key":"10.1016\/j.cosrev.2026.100964_bib1010","article-title":"Rl-based resource allocation in sdn-enabled 6g networks","volume":"17","author":"Radosavljevi\u2019c","year":"2025","journal-title":"Future Internet"},{"key":"10.1016\/j.cosrev.2026.100964_bib1015","series-title":"2025 IEEE Colombian Conference on Communications and Computing (COLCOM)","first-page":"1","article-title":"Sdn-based slicing testbed for 5g networks","author":"Bertrand","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib1020","first-page":"123","article-title":"Software defined network architecture based network slicing in fifth generation networks","volume":"54","author":"Ramesh","year":"2024","journal-title":"Inf. MIDEM - J. Microelectron. Electron. Compon. Mater."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib1025","doi-asserted-by":"crossref","first-page":"4639","DOI":"10.1109\/TNSM.2024.3421378","article-title":"Tinets3: sdn-driven network slicing enabling scenario-based applications in tactile internet","volume":"21","author":"Fanibhare","year":"2024","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"10.1016\/j.cosrev.2026.100964_bib1030","series-title":"2024 International Wireless Communications and Mobile Computing (IWCMC)","first-page":"1155","article-title":"Unsupervised learning approach for network traffic classification","author":"Abboud","year":"2024"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100964_bib1035","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1364\/JOCN.9.000291","article-title":"Opsquare: a flat DCN architecture based on flow-controlled optical packet switches","volume":"9","author":"Yan","year":"2017","journal-title":"J. Opt. Commun. Netw."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib1040","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1109\/TSUSC.2018.2842074","article-title":"Priority-aware VM allocation and network bandwidth provisioning in software-defined networking (SDN)-enabled clouds","volume":"4","author":"Son","year":"2018","journal-title":"IEEE Trans. Sustain. Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib1045","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/s10723-019-09479-x","article-title":"Qvia-sdn: towards qos-aware virtual infrastructure allocation on sdn-based clouds","volume":"17","author":"de Souza","year":"2019","journal-title":"J. Grid Comput."},{"issue":"10","key":"10.1016\/j.cosrev.2026.100964_bib1050","doi-asserted-by":"crossref","first-page":"2318","DOI":"10.1109\/TPDS.2021.3139014","article-title":"Camig: concurrency-aware live migration management of multiple virtual machines in sdn-enabled clouds","volume":"33","author":"He","year":"2021","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100964_bib1055","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1007\/s10586-022-03789-8","article-title":"Mapping and embedding infrastructure resource management in software defined networks","volume":"26","author":"Javadpour","year":"2023","journal-title":"Cluster Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib1060","series-title":"IOP Conference Series: Materials Science and Engineering","article-title":"Homecloud framework for priority aware VM allocation and network bandwidth provisioning","volume":"vol. 981","author":"Sidhardha","year":"2020"},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib1065","doi-asserted-by":"crossref","first-page":"e286","DOI":"10.1002\/itl2.286","article-title":"Tennis-resource allocation mechanism in software-defined data center network","volume":"4","author":"Zhang","year":"2021","journal-title":"Internet Technol. Lett."},{"key":"10.1016\/j.cosrev.2026.100964_bib1070","doi-asserted-by":"crossref","first-page":"102301","DOI":"10.1109\/ACCESS.2023.3315856","article-title":"Dual-phase resource allocation algorithm in software-defined network sdn-enabled cloud","volume":"11","author":"Alomari","year":"2023","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib1075","series-title":"2022 IEEE Ninth International Conference on Communications and Networking (ComNet)","first-page":"1","article-title":"Optimal resource allocation in sdn\/nfv-enabled networks via deep reinforcement learning","author":"Su","year":"2022"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1080","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1007\/s11276-018-1887-9","article-title":"SDN enabled bdsp in public cloud for resource optimization","volume":"29","author":"Al-Mansoori","year":"2023","journal-title":"Wireless Netw."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1085","doi-asserted-by":"crossref","first-page":"1759","DOI":"10.1109\/TMC.2024.3483779","article-title":"Deepselector: a deep learning-based virtual network function placement approach in sdn\/nfv-enabled networks","volume":"24","author":"Yue","year":"2025","journal-title":"IEEE Trans. Mob. Comput."},{"key":"10.1016\/j.cosrev.2026.100964_bib1090","doi-asserted-by":"crossref","first-page":"84144","DOI":"10.1109\/ACCESS.2023.3302266","article-title":"Dlvisor: dynamic learning hypervisor for software defined network","volume":"11","author":"Hassan","year":"2023","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100964_bib1095","article-title":"Efras: emulated framework to develop and analyze dynamic virtual network embedding strategies over SDN infrastructure","volume":"134","author":"Kumar","year":"2024","journal-title":"Simul. Model. Pract. Theory"},{"key":"10.1016\/j.cosrev.2026.100964_bib1100","doi-asserted-by":"crossref","DOI":"10.1007\/s00607-024-01360-4","article-title":"Optimizing SDN resource allocation using fuzzy logic and VM mapping technique","volume":"107","author":"Soltani","year":"2025","journal-title":"Computing"},{"key":"10.1016\/j.cosrev.2026.100964_bib1105","doi-asserted-by":"crossref","first-page":"77278","DOI":"10.1109\/ACCESS.2025.3565117","article-title":"SDN controller selection and secure resource allocation","volume":"13","author":"Rao Pappu","year":"2025","journal-title":"IEEE Access"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib1110","doi-asserted-by":"crossref","DOI":"10.1016\/j.asej.2024.102742","article-title":"Secure multi-cloud resource allocation with SDN and self-adaptive authentication","volume":"15","author":"Alhassan","year":"2024","journal-title":"Ain Shams Eng. J."},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib1115","first-page":"4685","article-title":"Virtualized computing and network integration in software-defined data center networks: an energy-efficient approach","volume":"12","author":"Peng","year":"2025","journal-title":"IEEE Trans. Netw. Sci. Eng."},{"issue":"5","key":"10.1016\/j.cosrev.2026.100964_bib1120","doi-asserted-by":"crossref","first-page":"2039","DOI":"10.1109\/18.930936","article-title":"Binomial and poisson distributions as maximum entropy distributions","volume":"47","author":"Harremo\u00ebs","year":"2001","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"9","key":"10.1016\/j.cosrev.2026.100964_bib1125","doi-asserted-by":"crossref","first-page":"2352","DOI":"10.1109\/TPDS.2021.3067053","article-title":"Accelerating the Bron-Kerbosch algorithm for maximal clique enumeration using gpus","volume":"32","author":"Wei","year":"2021","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"10.1016\/j.cosrev.2026.100964_bib1130","series-title":"10th International Conference on Network and Service Management (CNSM) and Workshop","first-page":"412","article-title":"Dynamic resource management in sdn-based virtualized networks","author":"Mijumbi","year":"2014"},{"key":"10.1016\/j.cosrev.2026.100964_bib1135","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1007\/s11277-019-06176-6","article-title":"Improving resources management in network virtualization by utilizing a software-based network","volume":"106","author":"Javadpour","year":"2019","journal-title":"Wirel. Pers. Commun."},{"key":"10.1016\/j.cosrev.2026.100964_bib1140","author":"Schulman"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1145","doi-asserted-by":"crossref","first-page":"2544","DOI":"10.1364\/OE.27.002544","article-title":"Multi-tenant secret-key assignment over quantum key distribution networks","volume":"27","author":"Cao","year":"2019","journal-title":"Opt. Express"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1150","doi-asserted-by":"crossref","first-page":"B31","DOI":"10.1364\/JOSAB.36.000B31","article-title":"Multi-tenant provisioning over software defined networking enabled metropolitan area quantum key distribution networks","volume":"36","author":"Cao","year":"2019","journal-title":"J. Opt. Soc. Am. B"},{"key":"10.1016\/j.cosrev.2026.100964_bib1155","series-title":"2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE)","first-page":"1","article-title":"A deep learning model optimized with genetic algorithms for resource allocation of virtualized network functions","volume":"vol. 6","author":"Rankothge","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100964_bib1160","series-title":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","first-page":"600","article-title":"Research on sdn-based data center network traffic management and optimization","author":"Pang","year":"2022"},{"key":"10.1016\/j.cosrev.2026.100964_bib1165","series-title":"2024 IEEE\/ACM 32nd International Symposium on Quality of Service (IWQoS)","first-page":"1","article-title":"Tcamvisor: high-throughput tcam virtualization for multi-tenant software defined networking","author":"Sun","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib1170","series-title":"2020 International Conference on Smart Electronics and Communication (ICOSEC)","first-page":"732","article-title":"Energy efficient resource allocation using reinforcement learning in SDN based wireless networks","author":"Kumar","year":"2020"},{"key":"10.1016\/j.cosrev.2026.100964_bib1175","series-title":"2025 IEEE International Conference on Web Services (ICWS)","first-page":"983","article-title":"Availability guaranteed and resource efficient vnf placement in sdn\/nfv-enabled network through traffic forecasting","author":"Yue","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100964_bib1180","series-title":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","first-page":"1431","article-title":"Grace: blockchain and game-based resource allocation scheme for SDN controllers in IOT","author":"Akhyani","year":"2024"},{"key":"10.1016\/j.cosrev.2026.100964_bib1185","doi-asserted-by":"crossref","DOI":"10.1038\/s41534-024-00873-2","article-title":"Madqci: a heterogeneous and scalable sdn-qkd network deployed in production facilities","volume":"10","author":"Martin","year":"2024","journal-title":"npj Quantum Inf."},{"key":"10.1016\/j.cosrev.2026.100964_bib1190","series-title":"2024 IEEE Cyber Science and Technology Congress (CyberSciTech)","first-page":"412","article-title":"Sa-pso approach for optimizing QOS management in SDN service chains","author":"Ji","year":"2024"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1195","doi-asserted-by":"crossref","first-page":"2739","DOI":"10.1109\/TCC.2022.3225915","article-title":"Teavisor: network hypervisor for bandwidth isolation in sdn-nv","volume":"11","author":"Yoo","year":"2023","journal-title":"IEEE Trans. Cloud Comput."},{"issue":"10","key":"10.1016\/j.cosrev.2026.100964_bib1200","doi-asserted-by":"crossref","first-page":"2081","DOI":"10.3390\/app9102081","article-title":"Quantum-key-distribution (qkd) networks enabled by software-defined networks (SDN)","volume":"9","author":"Wang","year":"2019","journal-title":"Appl. Sci."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100964_bib1205","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1109\/90.502236","article-title":"Efficient fair queuing using deficit round-robin","volume":"4","author":"Shreedhar","year":"1996","journal-title":"IEEE\/ACM Trans. Netw."},{"issue":"11","key":"10.1016\/j.cosrev.2026.100964_bib1210","doi-asserted-by":"crossref","first-page":"2031","DOI":"10.1109\/LCOMM.2019.2933210","article-title":"Cost and security-aware resource allocation in optical data center networks","volume":"23","author":"Yi","year":"2019","journal-title":"IEEE Commun. Lett."},{"key":"10.1016\/j.cosrev.2026.100964_bib1215","doi-asserted-by":"crossref","DOI":"10.1016\/j.jnca.2020.102554","article-title":"Novel resource allocation mechanism for sdn-based data center networks","volume":"155","author":"Yi","year":"2020","journal-title":"J. Netw. Comput. Appl."},{"issue":"6","key":"10.1016\/j.cosrev.2026.100964_bib1220","doi-asserted-by":"crossref","first-page":"6349","DOI":"10.1109\/TNSM.2024.3442688","article-title":"TARA: tenant-aware resource allocation in multi-tenant data centers","volume":"21","author":"Saleh","year":"2024","journal-title":"IEEE Trans. Netw. Serv. Manag."}],"container-title":["Computer Science Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1574013726000729?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1574013726000729?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T01:30:49Z","timestamp":1776130249000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1574013726000729"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":244,"alternative-id":["S1574013726000729"],"URL":"https:\/\/doi.org\/10.1016\/j.cosrev.2026.100964","relation":{},"ISSN":["1574-0137"],"issn-type":[{"value":"1574-0137","type":"print"}],"subject":[],"published":{"date-parts":[[2026,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Resource allocation in software-defined networks: Current status, research challenges, and future prospects","name":"articletitle","label":"Article Title"},{"value":"Computer Science Review","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cosrev.2026.100964","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"100964"}}