{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T08:53:21Z","timestamp":1767084801453,"version":"3.37.3"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2021,4,6]],"date-time":"2021-04-06T00:00:00Z","timestamp":1617667200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,4,6]],"date-time":"2021-04-06T00:00:00Z","timestamp":1617667200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2021,11]]},"DOI":"10.1007\/s11227-021-03758-9","type":"journal-article","created":{"date-parts":[[2021,4,6]],"date-time":"2021-04-06T06:02:37Z","timestamp":1617688957000},"page":"12209-12229","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Performance-aware placement and chaining scheme for virtualized network functions: a particle swarm optimization approach"],"prefix":"10.1007","volume":"77","author":[{"given":"Samane","family":"Asgari","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2764-6373","authenticated-orcid":false,"given":"Shahram","family":"Jamali","sequence":"additional","affiliation":[]},{"given":"Reza","family":"Fotohi","sequence":"additional","affiliation":[]},{"given":"Mahdi","family":"Nooshyar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,6]]},"reference":[{"issue":"3","key":"3758_CR1","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1109\/TNSM.2016.2598068","volume":"13","author":"M Mechtri","year":"2016","unstructured":"Mechtri M, Ghribi C, Zeghlache D (2016) A scalable algorithm for the placement of service function chains. IEEE Trans Netw Serv Manage 13(3):533\u2013546","journal-title":"IEEE Trans Netw Serv Manage"},{"issue":"8","key":"3758_CR2","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1109\/JLT.2015.2388585","volume":"33","author":"M Xia","year":"2015","unstructured":"Xia M, Shirazipour M, Zhang Y, Green H, Takacs A (2015) Network function placement for NFV chaining in packet\/optical datacenters. J Lightwave Technol 33(8):1565\u20131570","journal-title":"J Lightwave Technol"},{"issue":"2","key":"3758_CR3","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1109\/TNSM.2017.2686979","volume":"14","author":"W Rankothge","year":"2017","unstructured":"Rankothge W, Le F, Russo A, Lobo J (2017) Optimizing resource allocation for virtualized network functions in a cloud center using genetic algorithms. IEEE Trans Netw Serv Manage 14(2):343\u2013356","journal-title":"IEEE Trans Netw Serv Manage"},{"key":"3758_CR4","doi-asserted-by":"crossref","unstructured":"Gupta A, Habib MF, Chowdhury P, Tornatore M, Mukherjee B (2015) On service chaining using virtual network functions in network-enabled cloud systems. In 2015 IEEE International Conference on Advanced Networks and Telecommuncations Systems (ANTS) (pp. 1\u20133). IEEE.","DOI":"10.1109\/ANTS.2015.7413643"},{"key":"3758_CR5","doi-asserted-by":"crossref","unstructured":"Beck MT, Botero JF (2015) Coordinated allocation of service function chains. In 2015 IEEE global communications Conference (GLOBECOM) (pp. 1\u20136). IEEE","DOI":"10.1109\/GLOCOM.2015.7417401"},{"key":"3758_CR6","doi-asserted-by":"crossref","unstructured":"Moens H, De Turck F (2014) VNF-P: A model for efficient placement of virtualized network functions. In 10th International Conference on Network and Service Management (CNSM) and Workshop (pp. 418\u2013423). IEEE","DOI":"10.1109\/CNSM.2014.7014205"},{"key":"3758_CR7","doi-asserted-by":"crossref","unstructured":"Mohammadkhan A, Ghapani S, Liu G, Zhang W, Ramakrishnan KK, Wood T (2015) Virtual function placement and traffic steering in flexible and dynamic software defined networks. In The 21st IEEE International Workshop on Local and Metropolitan Area Networks (pp. 1\u20136). IEEE","DOI":"10.1109\/LANMAN.2015.7114738"},{"key":"3758_CR8","doi-asserted-by":"crossref","unstructured":"Subbiah S, Perumal V (2016) Energy-aware network resource allocation in SDN. In 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) (pp. 2071\u20132075). IEEE","DOI":"10.1109\/WiSPNET.2016.7566506"},{"key":"3758_CR9","doi-asserted-by":"crossref","unstructured":"Lee KY, Park JB (2006) Application of particle swarm optimization to economic dispatch problem: advantages and disadvantages. In 2006 IEEE PES Power Systems Conference and Exposition (pp. 188\u2013192). IEEE","DOI":"10.1109\/PSCE.2006.296295"},{"key":"3758_CR10","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.comcom.2016.11.002","volume":"102","author":"MC Luizelli","year":"2017","unstructured":"Luizelli MC, da Costa Cordeiro WL, Buriol LS, Gaspary LP (2017) A fix-and-optimize approach for efficient and large scale virtual network function placement and chaining. Comput Commun 102:67\u201377","journal-title":"Comput Commun"},{"key":"3758_CR11","doi-asserted-by":"crossref","unstructured":"Jang I, Choo S, Kim M, Pack S, Shin MK (2016) Optimal network resource utilization in service function chaining. In 2016 IEEE NetSoft Conference and Workshops (NetSoft) (pp. 11\u201314). IEEE","DOI":"10.1109\/NETSOFT.2016.7502433"},{"key":"3758_CR12","doi-asserted-by":"crossref","unstructured":"Bari MF, Chowdhury SR, Ahmed R, Boutaba R (2015) On orchestrating virtual network functions. In 2015 11th International Conference on Network and Service Management (CNSM) (pp. 50\u201356). IEEE","DOI":"10.1109\/CNSM.2015.7367338"},{"key":"3758_CR13","doi-asserted-by":"crossref","unstructured":"Baumgartner A, Reddy VS, Bauschert T (2015) Mobile core network virtualization: A model for combined virtual core network function placement and topology optimization. In Proceedings of the 2015 1st IEEE Conference on Network Softwarization (NetSoft) (pp. 1\u20139). IEEE","DOI":"10.1109\/NETSOFT.2015.7116162"},{"key":"3758_CR14","doi-asserted-by":"crossref","unstructured":"Ahvar S, Phyu HP, Buddhacharya SM, Ahvar E, Crespi N, Glitho R (2017) CCVP: Cost-efficient centrality-based VNF placement and chaining algorithm for network service provisioning. In 2017 IEEE Conference on Network Softwarization (NetSoft) (pp. 1\u20139). IEEE","DOI":"10.1109\/NETSOFT.2017.8004104"},{"key":"3758_CR15","unstructured":"Fister Jr I, Yang XS, Fister I, Brest J, Fister D (2013) A brief review of nature-inspired algorithms for optimization. arXiv preprint arXiv :1307.4186"},{"issue":"3","key":"3758_CR16","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1109\/TNSM.2016.2598420","volume":"13","author":"JG Herrera","year":"2016","unstructured":"Herrera JG, Botero JF (2016) Resource allocation in NFV: a comprehensive survey. IEEE Trans Netw Serv Manage 13(3):518\u2013532","journal-title":"IEEE Trans Netw Serv Manage"},{"key":"3758_CR17","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4067186","author":"R Bruschi","year":"2016","unstructured":"Bruschi R, Carrega A, Davoli F (2016) A game for energy-aware allocation of virtualized network functions. J Electr Comput Eng. https:\/\/doi.org\/10.1155\/2016\/4067186","journal-title":"J Electr Comput Eng"},{"key":"#cr-split#-3758_CR18.1","doi-asserted-by":"crossref","unstructured":"Riggio R, Rasheed T, Narayanan R (2015) Virtual network functions orchestration in enterprise WLANs.","DOI":"10.1109\/INM.2015.7140470"},{"key":"#cr-split#-3758_CR18.2","unstructured":"In 2015 IFIP\/IEEE International Symposium on Integrated Network Management (IM) (pp. 1220-1225). IEEE"},{"key":"3758_CR19","doi-asserted-by":"crossref","unstructured":"N\u00e9meth B, Czentye J, Vaszkun G, Csikor L, Sonkoly B (2015) Customizable real-time service graph mapping algorithm in carrier grade networks. In 2015 IEEE Conference on Network Function Virtualization and Software Defined Network (NFV-SDN) (pp. 28\u201330). IEEE","DOI":"10.1109\/NFV-SDN.2015.7387400"},{"key":"3758_CR20","doi-asserted-by":"crossref","unstructured":"Alleg A, Kouah R, Moussaoui S, Ahmed T (2017) Virtual network functions placement and chaining for real-time applications. In 2017 IEEE 22nd international workshop on computer aided modeling and design of communication links and networks (CAMAD) (pp. 1\u20136). IEEE","DOI":"10.1109\/CAMAD.2017.8031533"},{"issue":"2","key":"3758_CR21","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1109\/TNSM.2018.2815986","volume":"15","author":"M Dieye","year":"2018","unstructured":"Dieye M, Ahvar S, Sahoo J, Ahvar E, Glitho R, Elbiaze H, Crespi N (2018) CPVNF: Cost-efficient proactive VNF placement and chaining for value-added services in content delivery networks. IEEE Trans Netw Serv Manage 15(2):774\u2013786","journal-title":"IEEE Trans Netw Serv Manage"},{"issue":"3","key":"3758_CR22","doi-asserted-by":"publisher","first-page":"554","DOI":"10.1109\/TNSM.2017.2723090","volume":"14","author":"L Qu","year":"2017","unstructured":"Qu L, Assi C, Shaban K, Khabbaz MJ (2017) A reliability-aware network service chain provisioning with delay guarantees in NFV-enabled enterprise datacenter networks. IEEE Trans Netw Serv Manage 14(3):554\u2013568","journal-title":"IEEE Trans Netw Serv Manage"},{"issue":"4","key":"3758_CR23","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1109\/TNSM.2016.2569020","volume":"13","author":"F Bari","year":"2016","unstructured":"Bari F, Chowdhury SR, Ahmed R, Boutaba R, Duarte OCMB (2016) Orchestrating virtualized network functions. IEEE Trans Netw Serv Manage 13(4):725\u2013739","journal-title":"IEEE Trans Netw Serv Manage"},{"key":"3758_CR24","doi-asserted-by":"crossref","unstructured":"Cao J, Zhang Y, An W, Chen X, Han Y, Sun J (2016) VNF placement in hybrid NFV environment: Modeling and genetic algorithms. In 2016 IEEE 22nd International Conference on Parallel and Distributed Systems (ICPADS) (pp. 769\u2013777). IEEE","DOI":"10.1109\/ICPADS.2016.0105"},{"key":"3758_CR25","doi-asserted-by":"crossref","unstructured":"Otokura M, Leibnitz K, Koizumi Y, Kominami D, Shimokawa T, Murata M (2016) Application of evolutionary mechanism to dynamic virtual network function placement. In 2016 IEEE 24th International Conference on Network Protocols (ICNP) (pp. 1\u20136). IEEE","DOI":"10.1109\/ICNP.2016.7784475"},{"issue":"3","key":"3758_CR26","doi-asserted-by":"publisher","first-page":"558","DOI":"10.1109\/JSAC.2018.2815338","volume":"36","author":"L Qu","year":"2018","unstructured":"Qu L, Khabbaz M, Assi C (2018) Reliability-aware service chaining in carrier-grade softwarized networks. IEEE J Sel Areas Commun 36(3):558\u2013573","journal-title":"IEEE J Sel Areas Commun"},{"key":"3758_CR27","unstructured":"Eberhart R, Kennedy J (1995) A new optimizer using particle swarm theory. In MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science (pp. 39\u201343). IEEE"},{"key":"3758_CR28","doi-asserted-by":"publisher","first-page":"27789","DOI":"10.1109\/ACCESS.2019.2897644","volume":"7","author":"H Xue","year":"2019","unstructured":"Xue H, Bai Y, Hu H, Xu T, Liang H (2019) A novel hybrid model based on TVIW-PSO-GSA algorithm and support vector machine for classification problems. IEEE Access 7:27789\u201327801","journal-title":"IEEE Access"},{"key":"3758_CR29","doi-asserted-by":"crossref","unstructured":"Singh RP, Dixit M, Silakari S (2014) Image contrast enhancement using GA and PSO: a survey. In 2014 International Conference on Computational Intelligence and Communication Networks (pp. 186\u2013189). IEEE","DOI":"10.1109\/CICN.2014.51"},{"issue":"3","key":"3758_CR30","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1109\/TEVC.2004.826069","volume":"8","author":"F Van den Bergh","year":"2004","unstructured":"Van den Bergh F, Engelbrecht AP (2004) A cooperative approach to particle swarm optimization. IEEE Trans Evol Comput 8(3):225\u2013239","journal-title":"IEEE Trans Evol Comput"},{"key":"3758_CR31","unstructured":"Brits R, Engelbrecht AP, Van den Bergh F (2002) A niching particle swarm optimizer. In Proceedings of the 4th Asia-Pacific conference on simulated evolution and learning (Vol. 2, pp. 692\u2013696)"},{"key":"3758_CR32","doi-asserted-by":"crossref","unstructured":"Chantre HD, da Fonseca NL (2017) Redundant placement of virtualized network functions for LTE evolved multimedia broadcast multicast services. In 2017 IEEE International Conference on Communications (ICC) (pp. 1\u20137). IEEE","DOI":"10.1109\/ICC.2017.7996870"},{"key":"3758_CR33","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.apacoust.2014.09.007","volume":"89","author":"R Barbieri","year":"2015","unstructured":"Barbieri R, Barbieri N, De Lima KF (2015) Some applications of the PSO for optimization of acoustic filters. Appl Acoust 89:62\u201370","journal-title":"Appl Acoust"},{"key":"3758_CR34","doi-asserted-by":"crossref","unstructured":"Soualah O, Mechtri M, Ghribi C, Zeghlache D (2017) Energy efficient algorithm for VNF placement and chaining. In 2017 17th IEEE\/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) (pp. 579\u2013588). IEEE","DOI":"10.1109\/CCGRID.2017.84"},{"key":"3758_CR35","doi-asserted-by":"crossref","unstructured":"Mijumbi R, Serrat J, Gorricho JL, Bouten N, De Turck F, Davy S (2015) Design and evaluation of algorithms for mapping and scheduling of virtual network functions. In Proceedings of the 2015 1st IEEE Conference on network softwarization (NetSoft) (pp. 1\u20139). IEEE","DOI":"10.1109\/NETSOFT.2015.7116120"},{"issue":"3","key":"3758_CR36","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1109\/JSAC.2019.2895226","volume":"37","author":"H Hawilo","year":"2019","unstructured":"Hawilo H, Jammal M, Shami A (2019) Network function virtualization-aware orchestrator for service function chaining placement in the cloud. IEEE J Sel Areas Commun 37(3):643\u2013655","journal-title":"IEEE J Sel Areas Commun"},{"issue":"6","key":"3758_CR37","doi-asserted-by":"publisher","first-page":"1102","DOI":"10.1109\/JSAC.2020.2986592","volume":"38","author":"J Pei","year":"2020","unstructured":"Pei J, Hong P, Xue K, Li D, Wei DS, Wu F (2020) Two-phase virtual network function selection and chaining algorithm based on deep learning in sdn\/nfv-enabled networks. IEEE J Sel Areas Commun 38(6):1102\u20131117","journal-title":"IEEE J Sel Areas Commun"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-021-03758-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11227-021-03758-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-021-03758-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T09:32:30Z","timestamp":1635154350000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11227-021-03758-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,6]]},"references-count":38,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2021,11]]}},"alternative-id":["3758"],"URL":"https:\/\/doi.org\/10.1007\/s11227-021-03758-9","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"type":"print","value":"0920-8542"},{"type":"electronic","value":"1573-0484"}],"subject":[],"published":{"date-parts":[[2021,4,6]]},"assertion":[{"value":"17 March 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 April 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}