{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:26:15Z","timestamp":1780053975593,"version":"3.54.0"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,12,28]],"date-time":"2024-12-28T00:00:00Z","timestamp":1735344000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,12,28]],"date-time":"2024-12-28T00:00:00Z","timestamp":1735344000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/100007801","name":"Seneca Foundation","doi-asserted-by":"crossref","award":["21463\/FPI\/20"],"award-info":[{"award-number":["21463\/FPI\/20"]}],"id":[{"id":"10.13039\/100007801","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"crossref","award":["FLUIDOS (N 101070473)"],"award-info":[{"award-number":["FLUIDOS (N 101070473)"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"crossref","award":["FLUIDOS (N 101070473)"],"award-info":[{"award-number":["FLUIDOS (N 101070473)"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"crossref","award":["FLUIDOS (N 101070473)"],"award-info":[{"award-number":["FLUIDOS (N 101070473)"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"crossref","award":["FLUIDOS (N 101070473)"],"award-info":[{"award-number":["FLUIDOS (N 101070473)"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"crossref"}]},{"name":"UNICO I+D","award":["CERBERUS"],"award-info":[{"award-number":["CERBERUS"]}]},{"name":"UNICO I+D","award":["CERBERUS"],"award-info":[{"award-number":["CERBERUS"]}]},{"name":"UNICO I+D","award":["CERBERUS"],"award-info":[{"award-number":["CERBERUS"]}]},{"name":"UNICO I+D","award":["CERBERUS"],"award-info":[{"award-number":["CERBERUS"]}]},{"DOI":"10.13039\/100031478","name":"NextGenerationEU","doi-asserted-by":"crossref","award":["TSI-063000-2021-36"],"award-info":[{"award-number":["TSI-063000-2021-36"]}],"id":[{"id":"10.13039\/100031478","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100031478","name":"NextGenerationEU","doi-asserted-by":"crossref","award":["TSI-063000-2021-36"],"award-info":[{"award-number":["TSI-063000-2021-36"]}],"id":[{"id":"10.13039\/100031478","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100031478","name":"NextGenerationEU","doi-asserted-by":"crossref","award":["TSI-063000-2021-36"],"award-info":[{"award-number":["TSI-063000-2021-36"]}],"id":[{"id":"10.13039\/100031478","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100031478","name":"NextGenerationEU","doi-asserted-by":"crossref","award":["TSI-063000-2021-36"],"award-info":[{"award-number":["TSI-063000-2021-36"]}],"id":[{"id":"10.13039\/100031478","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Netw Syst Manage"],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1007\/s10922-024-09896-8","type":"journal-article","created":{"date-parts":[[2024,12,28]],"date-time":"2024-12-28T09:53:03Z","timestamp":1735379583000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Dynamic Multi-Method Allocation for Intent-based Security Orchestration"],"prefix":"10.1007","volume":"33","author":[{"given":"Alberto","family":"Robles-Enciso","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9 Manuel","family":"Bernab\u00e9 Murcia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alejandro","family":"Molina Zarca","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio","family":"Skarmeta Gomez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,12,28]]},"reference":[{"key":"9896_CR1","doi-asserted-by":"publisher","unstructured":"Pujol, V.C., Raith, P., Dustdar, S.: Towards a new paradigm for managing computing continuum applications. In: 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), pp. 180\u2013188 (2021). https:\/\/doi.org\/10.1109\/CogMI52975.2021.00032","DOI":"10.1109\/CogMI52975.2021.00032"},{"issue":"4","key":"9896_CR2","doi-asserted-by":"publisher","first-page":"4698","DOI":"10.1109\/TNSM.2023.3264005","volume":"20","author":"W Attaoui","year":"2023","unstructured":"Attaoui, W., Sabir, E., Elbiaze, H., Guizani, M.: Vnf and cnf placement in 5g: recent advances and future trends. IEEE Trans. Netw. Serv. Manag. 20(4), 4698\u20134733 (2023). https:\/\/doi.org\/10.1109\/TNSM.2023.3264005","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"9896_CR3","doi-asserted-by":"publisher","first-page":"109281","DOI":"10.1016\/j.comnet.2022.109281","volume":"217","author":"K Kaur","year":"2022","unstructured":"Kaur, K., Mangat, V., Kumar, K.: review on virtualized infrastructure managers with management and orchestration features in NFV architecture. Comput. Netw. 217, 109281 (2022)","journal-title":"Comput. Netw."},{"key":"9896_CR4","doi-asserted-by":"publisher","unstructured":"Pattaranantakul, M., He, R., Meddahi, A., Zhang, Z.: Secmano: Towards network functions virtualization (nfv) based security management and orchestration. In: 2016 IEEE Trustcom\/BigDataSE\/ISPA, pp. 598\u2013605 (2016). https:\/\/doi.org\/10.1109\/TrustCom.2016.0115","DOI":"10.1109\/TrustCom.2016.0115"},{"key":"9896_CR5","doi-asserted-by":"publisher","unstructured":"Pattaranantakul, M., Tseng, Y., He, R., Zhang, Z., Meddahi, A.: A first step towards security extension for nfv orchestrator. In: Proceedings of the ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization. SDN-NFVSec \u201917, pp. 25\u201330. Association for Computing Machinery, New York, NY, USA (2017). https:\/\/doi.org\/10.1145\/3040992.3040995","DOI":"10.1145\/3040992.3040995"},{"key":"9896_CR6","doi-asserted-by":"publisher","unstructured":"Zeng, W., Bashir, R., Wood, T., Siewe, F., Janicke, H., Wagner, I.: How location-aware access control affects user privacy and security in cloud computing systems. EAI Endorsed Trans. Cloud Syst. (2018). https:\/\/doi.org\/10.4108\/eai.13-7-2018.165236","DOI":"10.4108\/eai.13-7-2018.165236"},{"issue":"1","key":"9896_CR7","first-page":"1","volume":"4","author":"V Bandari","year":"2021","unstructured":"Bandari, V.: A comprehensive review of ai applications in automated container orchestration, predictive maintenance, security and compliance, resource optimization, and continuous deployment and testing. Int. J. Intell. Autom. Comput. 4(1), 1\u201319 (2021)","journal-title":"Int. J. Intell. Autom. Comput."},{"key":"9896_CR8","doi-asserted-by":"publisher","unstructured":"Jmila, H., Blanc, G.: Designing security-aware service requests for nfv-enabled networks. In: 2019 28th International Conference on Computer Communication and Networks (ICCCN), pp. 1\u20139 (2019). https:\/\/doi.org\/10.1109\/ICCCN.2019.8847058","DOI":"10.1109\/ICCCN.2019.8847058"},{"issue":"4","key":"9896_CR9","doi-asserted-by":"publisher","first-page":"534","DOI":"10.1109\/TSC.2016.2616867","volume":"12","author":"A Shameli-Sendi","year":"2019","unstructured":"Shameli-Sendi, A., Jarraya, Y., Pourzandi, M., Cheriet, M.: Efficient provisioning of security service function chaining using network security defense patterns. IEEE Trans. Serv. Comput. 12(4), 534\u2013549 (2019). https:\/\/doi.org\/10.1109\/TSC.2016.2616867","journal-title":"IEEE Trans. Serv. Comput."},{"key":"9896_CR10","doi-asserted-by":"publisher","unstructured":"Torkzaban, N., Papagianni, C., Baras, J.S.: Trust-aware service chain embedding. In: 2019 Sixth International Conference on Software Defined Systems (SDS), pp. 242\u2013247 (2019). https:\/\/doi.org\/10.1109\/SDS.2019.8768602","DOI":"10.1109\/SDS.2019.8768602"},{"key":"9896_CR11","doi-asserted-by":"publisher","unstructured":"Torkzaban, N., Baras, J.S.: Trust-aware service function chain embedding: a path-based approach. In: 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), pp. 31\u201336 (2020). https:\/\/doi.org\/10.1109\/NFV-SDN50289.2020.9289885","DOI":"10.1109\/NFV-SDN50289.2020.9289885"},{"key":"9896_CR12","doi-asserted-by":"publisher","unstructured":"Zhang, Z., Xu, Z., Wu, G., Wang, J., Ren, H., Yuan, G.: Trust-aware service chaining in mobile edge clouds with vnf sharing. In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 410\u2013415 (2021). https:\/\/doi.org\/10.1109\/CSCWD49262.2021.9437838","DOI":"10.1109\/CSCWD49262.2021.9437838"},{"key":"9896_CR13","doi-asserted-by":"publisher","unstructured":"Di\u00a0Riccio, T., Massa, J., Forti, S., Brogi, A.: Sustainable placement of vnf chains in intent-based networking. In: Proceedings of the IEEE\/ACM 16th International Conference on Utility and Cloud Computing. UCC \u201923. Association for Computing Machinery, New York, NY, USA (2024). https:\/\/doi.org\/10.1145\/3603166.3632167","DOI":"10.1145\/3603166.3632167"},{"key":"9896_CR14","doi-asserted-by":"publisher","first-page":"110843","DOI":"10.1016\/j.comnet.2024.110843","volume":"254","author":"D Zheng","year":"2024","unstructured":"Zheng, D., Xing, H., Feng, L., Cao, X.: Provably efficient security-aware service function tree composing and embedding in multi-vendor networks. Comput. Netw. 254, 110843 (2024)","journal-title":"Comput. Netw."},{"issue":"2","key":"9896_CR15","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s10922-023-09726-3","volume":"31","author":"R Erdei","year":"2023","unstructured":"Erdei, R., Toka, L.: Minimizing resource allocation for cloud-native microservices. Journal of Network and Systems Management. 31(2), 35 (2023). https:\/\/doi.org\/10.1007\/s10922-023-09726-3","journal-title":"Journal of Network and Systems Management."},{"issue":"3","key":"9896_CR16","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s10922-023-09735-2","volume":"31","author":"T Menouer","year":"2023","unstructured":"Menouer, T., Khedimi, A., C\u00e9rin, C., Jiang, C.: Cloud-native placement strategies of service function chains with dependencies. J. Netw. Syst. Manag. 31(3), 47 (2023). https:\/\/doi.org\/10.1007\/s10922-023-09735-2","journal-title":"J. Netw. Syst. Manag."},{"issue":"2","key":"9896_CR17","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/s10922-024-09812-0","volume":"32","author":"IE Said","year":"2024","unstructured":"Said, I.E., Sayad, L., Aissani, D.: Placement optimization of virtual network functions in a cloud computing environment. J. Netw. Syst. Manag. 32(2), 39 (2024). https:\/\/doi.org\/10.1007\/s10922-024-09812-0","journal-title":"J. Netw. Syst. Manag."},{"key":"9896_CR18","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1109\/TNSM.2019.2941128","volume":"17","author":"R Doriguzzi Corin","year":"2019","unstructured":"Doriguzzi Corin, R., Scott-Hayward, S., Siracusa, D., Savi, M., Salvadori, E.: Dynamic and application-aware provisioning of chained virtual security network functions. IEEE Trans. Netw. Serv. Manag. 17, 294\u2013307 (2019). https:\/\/doi.org\/10.1109\/TNSM.2019.2941128","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"9896_CR19","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.comcom.2021.07.007","volume":"178","author":"S Wu","year":"2021","unstructured":"Wu, S., Cao, H., Zhao, H., Hu, Y., Yang, L., Yin, H., Zhu, H.: A softwarized resource allocation framework for security and location guaranteed services in b5g networks. Comput.Commun. 178, 26\u201336 (2021). https:\/\/doi.org\/10.1016\/j.comcom.2021.07.007","journal-title":"Comput.Commun."},{"key":"9896_CR20","doi-asserted-by":"publisher","unstructured":"Cheriet, A., Mekhaznia, T.: Intelligent optimization of computing task management in an edge environment. In: 2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS), pp. 1\u20137 (2024). https:\/\/doi.org\/10.1109\/PAIS62114.2024.10541164","DOI":"10.1109\/PAIS62114.2024.10541164"},{"key":"9896_CR21","doi-asserted-by":"publisher","unstructured":"Mudgerikar, A., Bertino, E.: Intelligent security aware routing: Using model-free reinforcement learning. In: 2023 32nd International Conference on Computer Communications and Networks (ICCCN), pp. 1\u201310 (2023). https:\/\/doi.org\/10.1109\/ICCCN58024.2023.10230195","DOI":"10.1109\/ICCCN58024.2023.10230195"},{"key":"9896_CR22","doi-asserted-by":"publisher","unstructured":"Landeau, G., Avgeris, M., Leivadeas, A., Lambadaris, I.: Security-oriented network intent placement using particle swarm optimization. In: 2023 7th Cyber Security in Networking Conference (CSNet), pp. 19\u201322 (2023). https:\/\/doi.org\/10.1109\/CSNet59123.2023.10339783","DOI":"10.1109\/CSNet59123.2023.10339783"},{"issue":"1","key":"9896_CR23","doi-asserted-by":"publisher","first-page":"12077","DOI":"10.1038\/s41598-024-62861-y","volume":"14","author":"H El-Sofany","year":"2024","unstructured":"El-Sofany, H., El-Seoud, S.A., Karam, O.H., Bouallegue, B.: Using machine learning algorithms to enhance iot system security. Sci. Rep. 14(1), 12077 (2024). https:\/\/doi.org\/10.1038\/s41598-024-62861-y","journal-title":"Sci. Rep."},{"key":"9896_CR24","doi-asserted-by":"publisher","unstructured":"Wu, S., Fan, W.: An sdn-nfv-enabled honeypot for manipulating command & control shell tcp connection. In: NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium, pp. 1\u20135 (2023). https:\/\/doi.org\/10.1109\/NOMS56928.2023.10154330","DOI":"10.1109\/NOMS56928.2023.10154330"},{"key":"9896_CR25","doi-asserted-by":"publisher","unstructured":"Guo, L., Xing, Y., Jiang, C., Bai, L.: A nfv-based resource orchestration algorithm for ddos mitigation in mec. In: 2021 international wireless communications and mobile computing (IWCMC), pp. 961\u2013967 (2021). https:\/\/doi.org\/10.1109\/IWCMC51323.2021.9498596","DOI":"10.1109\/IWCMC51323.2021.9498596"},{"issue":"3","key":"9896_CR26","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/s10723-021-09575-x","volume":"19","author":"A Pires","year":"2021","unstructured":"Pires, A., Sim\u00e3o, J., Veiga, L.: Distributed and decentralized orchestration of containers on edge clouds. J. Grid Comput. 19(3), 36 (2021). https:\/\/doi.org\/10.1007\/s10723-021-09575-x","journal-title":"J. Grid Comput."},{"issue":"6","key":"9896_CR27","doi-asserted-by":"publisher","first-page":"1014","DOI":"10.1109\/JSAC.2020.2986689","volume":"38","author":"AG Dalla-Costa","year":"2020","unstructured":"Dalla-Costa, A.G., Bondan, L., Wickboldt, J.A., Both, C.B., Granville, L.Z.: Orchestra:a customizable split-aware nfv orchestrator for dynamic cloud radio access networks. IEEE J. Select. Areas Commun. 38(6), 1014\u20131024 (2020). https:\/\/doi.org\/10.1109\/JSAC.2020.2986689","journal-title":"IEEE J. Select. Areas Commun."},{"key":"9896_CR28","doi-asserted-by":"publisher","unstructured":"Ko, T., Raza, S.M., Binh, D.T., Kim, M., Choo, H.: Network prediction with traffic gradient classification using convolutional neural networks. In: 2020 14th International Conference on Ubiquitous Information Management and Communication (IMCOM), pp. 1\u20134 (2020). https:\/\/doi.org\/10.1109\/IMCOM48794.2020.9001712","DOI":"10.1109\/IMCOM48794.2020.9001712"},{"key":"9896_CR29","doi-asserted-by":"publisher","first-page":"56015","DOI":"10.1109\/ACCESS.2020.2982241","volume":"8","author":"A Santoyo-Gonz\u00e1lez","year":"2020","unstructured":"Santoyo-Gonz\u00e1lez, A., Cervell\u00f3-Pastor, C.: Network-aware placement optimization for edge computing infrastructure under 5g. IEEE Access 8, 56015\u201356028 (2020). https:\/\/doi.org\/10.1109\/ACCESS.2020.2982241","journal-title":"IEEE Access"},{"key":"9896_CR30","doi-asserted-by":"crossref","unstructured":"Robles-Enciso, A.: Dynamic multi-method allocation for intent-based security orchestration (2024). https:\/\/github.com\/alb1183\/Dynamic-Multi-Method-Allocation-for-Intent-based-Security-Orchestration","DOI":"10.1007\/s10922-024-09896-8"}],"container-title":["Journal of Network and Systems Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-024-09896-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10922-024-09896-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-024-09896-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,28]],"date-time":"2025-01-28T23:20:58Z","timestamp":1738106458000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10922-024-09896-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,28]]},"references-count":30,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,1]]}},"alternative-id":["9896"],"URL":"https:\/\/doi.org\/10.1007\/s10922-024-09896-8","relation":{},"ISSN":["1064-7570","1573-7705"],"issn-type":[{"value":"1064-7570","type":"print"},{"value":"1573-7705","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,28]]},"assertion":[{"value":"16 September 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 November 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 November 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 December 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"21"}}