{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T19:01:39Z","timestamp":1772823699977,"version":"3.50.1"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:00:00Z","timestamp":1687996800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:00:00Z","timestamp":1687996800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1007\/s11277-023-10564-4","type":"journal-article","created":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T09:02:24Z","timestamp":1688029344000},"page":"2649-2674","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Analyzing the Performance of Nature-Inspired Optimization Algorithms with Modified Grey Wolf Optimization for VM Migration Problems"],"prefix":"10.1007","volume":"131","author":[{"given":"Deepak","family":"Kumar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anju Bhandari","family":"Gandhi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deepti","family":"Mehrotra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Parveen","family":"Singla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suresh Chand","family":"Gupta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vijay Anant","family":"Athavale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,6,29]]},"reference":[{"issue":"14","key":"10564_CR1","doi-asserted-by":"publisher","DOI":"10.1002\/dac.4068","volume":"32","author":"N Donyagard Vahed","year":"2019","unstructured":"Donyagard Vahed, N., Ghobaei-Arani, M., & Souri, A. (2019). Multiobjective virtual machine placement mechanisms using nature-inspired metaheuristic algorithms in cloud environments: A comprehensive review. International Journal of Communication Systems, 32(14), e4068.","journal-title":"International Journal of Communication Systems"},{"key":"10564_CR2","doi-asserted-by":"publisher","first-page":"113306","DOI":"10.1016\/j.eswa.2020.113306","volume":"150","author":"AS Abohamama","year":"2020","unstructured":"Abohamama, A. S., & Hamouda, E. (2020). A hybrid energy\u2013aware virtual machine placement algorithm for cloud environments. Expert Systems with Applications, 150, 113306. https:\/\/doi.org\/10.1016\/j.eswa.2020.113306","journal-title":"Expert Systems with Applications"},{"issue":"1","key":"10564_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13677-019-0126-y","volume":"8","author":"FF Moges","year":"2019","unstructured":"Moges, F. F., & Abebe, S. L. (2019). Energy-aware VM placement algorithms for the OpenStack Neat consolidation framework. Journal of Cloud Computing, 8(1), 1\u201314. https:\/\/doi.org\/10.1186\/s13677-019-0126-y","journal-title":"Journal of Cloud Computing"},{"key":"10564_CR4","doi-asserted-by":"publisher","first-page":"81747","DOI":"10.1109\/ACCESS.2020.2990828","volume":"8","author":"A Ibrahim","year":"2020","unstructured":"Ibrahim, A., Noshy, M., Ali, H. A., & Badawy, M. (2020). PAPSO: A power-aware VM placement technique based on particle swarm optimization. IEEE Access, 8, 81747\u201381764. https:\/\/doi.org\/10.1109\/ACCESS.2020.2990828","journal-title":"IEEE Access"},{"issue":"4","key":"10564_CR5","doi-asserted-by":"publisher","first-page":"8319","DOI":"10.1007\/s10586-018-1769-z","volume":"22","author":"M Abdel-Basset","year":"2019","unstructured":"Abdel-Basset, M., Abdle-Fatah, L., & Sangaiah, A. K. (2019). An improved L\u00e9vy based whale optimization algorithm for bandwidth-efficient virtual machine placement in cloud computing environment. Cluster Computing, 22(4), 8319\u20138334. https:\/\/doi.org\/10.1007\/s10586-018-1769-z","journal-title":"Cluster Computing"},{"key":"10564_CR6","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.suscom.2018.01.002","volume":"20","author":"SK Mishra","year":"2018","unstructured":"Mishra, S. K., Puthal, D., Sahoo, B., Jayaraman, P. P., Jun, S., Zomaya, A. Y., & Ranjan, R. (2018). Energy-efficient VM-placement in cloud data center. Sustainable computing: informatics and systems, 20, 48\u201355. https:\/\/doi.org\/10.1016\/j.suscom.2018.01.002","journal-title":"Sustainable computing: informatics and systems"},{"issue":"8","key":"10564_CR7","doi-asserted-by":"publisher","first-page":"e3537","DOI":"10.1002\/dac.3537","volume":"31","author":"M Ghobaei-Arani","year":"2018","unstructured":"Ghobaei-Arani, M., Rahmanian, A. A., Shamsi, M., & Rasouli-Kenari, A. (2018). A learning-based approach for virtual machine placement in cloud data centers. International Journal of Communication Systems, 31(8), e3537. https:\/\/doi.org\/10.1002\/dac.3537","journal-title":"International Journal of Communication Systems"},{"issue":"9","key":"10564_CR8","doi-asserted-by":"publisher","first-page":"4623","DOI":"10.1007\/s11227-017-2071-1","volume":"74","author":"B Nazir","year":"2018","unstructured":"Nazir, B. (2018). QoS-aware VM placement and migration for hybrid cloud infrastructure. The Journal of Supercomputing, 74(9), 4623\u20134646. https:\/\/doi.org\/10.1007\/s11227-017-2071-1","journal-title":"The Journal of Supercomputing"},{"issue":"4","key":"10564_CR9","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1007\/s10723-019-09489-9","volume":"18","author":"M Masdari","year":"2020","unstructured":"Masdari, M., & Zangakani, M. (2020). Green cloud computing using proactive virtual machine placement: Challenges and issues. Journal of Grid Computing, 18(4), 727\u2013759. https:\/\/doi.org\/10.1007\/s10723-019-09489-9","journal-title":"Journal of Grid Computing"},{"key":"10564_CR10","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.suscom.2018.02.001","volume":"17","author":"MH Malekloo","year":"2018","unstructured":"Malekloo, M. H., Kara, N., & El Barachi, M. (2018). An energy efficient and SLA compliant approach for resource allocation and consolidation in cloud computing environments. Sustainable Computing: Informatics and Systems, 17, 9\u201324. https:\/\/doi.org\/10.1016\/j.suscom.2018.02.001","journal-title":"Sustainable Computing: Informatics and Systems"},{"issue":"6","key":"10564_CR11","doi-asserted-by":"publisher","first-page":"4525","DOI":"10.1016\/j.suscom.2018.02.001","volume":"76","author":"KM Baalamurugan","year":"2020","unstructured":"Baalamurugan, K. M., & Vijay Bhanu, S. (2020). A multi-objective krill herd algorithm for virtual machine placement in cloud computing. The Journal of Supercomputing, 76(6), 4525\u20134542. https:\/\/doi.org\/10.1016\/j.suscom.2018.02.001","journal-title":"The Journal of Supercomputing"},{"issue":"10","key":"10564_CR12","doi-asserted-by":"publisher","first-page":"4347","DOI":"10.1007\/s11227-017-2016-8","volume":"73","author":"SY Zahedi Fard","year":"2017","unstructured":"Zahedi Fard, S. Y., Ahmadi, M. R., & Adabi, S. (2017). A dynamic VM consolidation technique for QoS and energy consumption in cloud environment. The Journal of Supercomputing, 73(10), 4347\u20134368. https:\/\/doi.org\/10.1007\/s11227-017-2016-8","journal-title":"The Journal of Supercomputing"},{"key":"10564_CR13","doi-asserted-by":"publisher","first-page":"6904","DOI":"10.1007\/s11227-019-02909-3","volume":"75","author":"M Mohammadhosseini","year":"2019","unstructured":"Mohammadhosseini, M., Toroghi Haghighat, A., & Mahdipour, E. (2019). An efficient energy-aware method for virtual machine placement in cloud data centers using the cultural algorithm. The Journal of Supercomputing, 75, 6904\u20136933. https:\/\/doi.org\/10.1007\/s11227-019-02909-3","journal-title":"The Journal of Supercomputing"},{"key":"10564_CR14","doi-asserted-by":"publisher","first-page":"11011","DOI":"10.1007\/s00521-020-05559-2","volume":"33","author":"M Ghetas","year":"2021","unstructured":"Ghetas, M. (2021). A multi-objective monarch butterfly algorithm for virtual machine placement in cloud computing. Neural Computing and Applications, 33, 11011\u201311025. https:\/\/doi.org\/10.1007\/s00521-020-05559-2","journal-title":"Neural Computing and Applications"},{"issue":"10","key":"10564_CR15","doi-asserted-by":"publisher","first-page":"15541","DOI":"10.1007\/s11042-021-10616-6","volume":"80","author":"S Rawas","year":"2021","unstructured":"Rawas, S. (2021). Energy, network, and application-aware virtual machine placement model in SDN-enabled large scale cloud data centers. Multimedia Tools and Applications, 80(10), 15541\u201315562. https:\/\/doi.org\/10.1007\/s11042-021-10616-6","journal-title":"Multimedia Tools and Applications"},{"issue":"3","key":"10564_CR16","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1007\/s10766-018-00622-x","volume":"47","author":"H Xu","year":"2019","unstructured":"Xu, H., Liu, Y., Wei, W., & Xue, Y. (2019). Migration cost and energy-aware virtual machine consolidation under cloud environments considering remaining runtime. International Journal of Parallel Programming, 47(3), 481\u2013501. https:\/\/doi.org\/10.1007\/s10766-018-00622-x","journal-title":"International Journal of Parallel Programming"},{"key":"10564_CR17","doi-asserted-by":"publisher","first-page":"1316","DOI":"10.1007\/s10922-020-09538-9","volume":"28","author":"A Tripathi","year":"2020","unstructured":"Tripathi, A., Pathak, I., & Vidyarthi, D. P. (2020). Modified dragonfly algorithm for optimal virtual machine placement in cloud computing. Journal of Network and Systems Management, 28, 1316\u20131342. https:\/\/doi.org\/10.1007\/s10922-020-09538-9","journal-title":"Journal of Network and Systems Management"},{"key":"10564_CR18","doi-asserted-by":"publisher","first-page":"9323","DOI":"10.1007\/s12652-020-02645-0","volume":"12","author":"S Gharehpasha","year":"2021","unstructured":"Gharehpasha, S., & Masdari, M. (2021). A discrete chaotic multi-objective SCA-ALO optimization algorithm for an optimal virtual machine placement in cloud data center. Journal of Ambient Intelligence and Humanized Computing, 12, 9323\u20139339. https:\/\/doi.org\/10.1007\/s12652-020-02645-0","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"2","key":"10564_CR19","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/s10772-021-09823-1","volume":"24","author":"R Prathap","year":"2021","unstructured":"Prathap, R., & Mohanasundaram, R. (2021). Hybrid optimization for virtual machine migration of utilizing healthcare text in the cloud. International Journal of Speech Technology, 24(2), 359\u2013365. https:\/\/doi.org\/10.1007\/s10772-021-09823-1","journal-title":"International Journal of Speech Technology"},{"issue":"5","key":"10564_CR20","doi-asserted-by":"publisher","first-page":"2455","DOI":"10.1007\/s11227-018-2626-9","volume":"75","author":"J Meshkati","year":"2019","unstructured":"Meshkati, J., & Safi-Esfahani, F. (2019). Energy-aware resource utilization based on particle swarm optimization and artificial bee colony algorithms in cloud computing. The Journal of Supercomputing, 75(5), 2455\u20132496. https:\/\/doi.org\/10.1007\/s11227-018-2626-9","journal-title":"The Journal of Supercomputing"},{"issue":"4","key":"10564_CR21","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1007\/s12065-020-00386-9","volume":"13","author":"S Byatarayanapura Venkataswamy","year":"2020","unstructured":"Byatarayanapura Venkataswamy, S., Mandal, I., & Keshavarao, S. (2020). ChicWhale optimization algorithm for the VM migration in cloud computing platform. Evolutionary Intelligence, 13(4), 725\u2013739. https:\/\/doi.org\/10.1007\/s12065-020-00386-9","journal-title":"Evolutionary Intelligence"},{"key":"10564_CR22","doi-asserted-by":"crossref","unstructured":"Patra, S. S., Gourisaria, M. K., Harshvardhan, G. M., & Prusty, S. R. (2021). Minimizing energy and cost through VM placement using meta-heuristic algorithm in cloud data center. In Intelligent systems: Proceedings of ICMIB 2020 (pp. 509\u2013521). Singapore.","DOI":"10.1007\/978-981-33-6081-5_45"},{"issue":"1","key":"10564_CR23","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1007\/s11227-017-2112-9","volume":"74","author":"MK Gupta","year":"2018","unstructured":"Gupta, M. K., & Amgoth, T. (2018). Resource-aware virtual machine placement algorithm for IaaS cloud. The Journal of Supercomputing, 74(1), 122\u2013140. https:\/\/doi.org\/10.1007\/s11227-017-2112-9","journal-title":"The Journal of Supercomputing"},{"key":"10564_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jnca.2018.03.002","volume":"110","author":"M Noshy","year":"2018","unstructured":"Noshy, M., Ibrahim, A., & Ali, H. A. (2018). Optimization of live virtual machine migration in cloud computing: A survey and future directions. Journal of Network and Computer Applications, 110, 1\u201310. https:\/\/doi.org\/10.1016\/j.jnca.2018.03.002","journal-title":"Journal of Network and Computer Applications"},{"issue":"1","key":"10564_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13677-017-0092-1","volume":"6","author":"A Choudhary","year":"2017","unstructured":"Choudhary, A., Govil, M. C., Singh, G., Awasthi, L. K., Pilli, E. S., & Kapil, D. (2017). A critical survey of live virtual machine migration techniques. Journal of Cloud Computing, 6(1), 1\u201341. https:\/\/doi.org\/10.1186\/s13677-017-0092-1","journal-title":"Journal of Cloud Computing"},{"key":"10564_CR26","doi-asserted-by":"crossref","unstructured":"Huang, W., Gao, Q., Liu, J., & Panda, D. K. (2007, September). High performance virtual machine migration with RDMA over modern interconnects. In 2007 IEEE international conference on cluster computing (pp. 11\u201320). IEEE.","DOI":"10.1109\/CLUSTR.2007.4629212"},{"issue":"2","key":"10564_CR27","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1007\/s10723-016-9364-0","volume":"14","author":"NJ Kansal","year":"2016","unstructured":"Kansal, N. J., & Chana, I. (2016). Energy-aware virtual machine migration for cloud computing-a firefly optimization approach. Journal of Grid Computing, 14(2), 327\u2013345. https:\/\/doi.org\/10.1007\/s10723-016-9364-0","journal-title":"Journal of Grid Computing"},{"issue":"1","key":"10564_CR28","doi-asserted-by":"publisher","first-page":"297","DOI":"10.14704\/WEB\/V17I1\/WEB17005","volume":"17","author":"C Vinothini","year":"2020","unstructured":"Vinothini, C., Balasubramanie, P., & Priya, J. (2020). Hybrid of meta heuristic firefly and genetic algorithm for optimization approach in the cloud environment. Webology, 17(1), 297\u2013305. https:\/\/doi.org\/10.14704\/WEB\/V17I1\/WEB17005","journal-title":"Webology"},{"key":"10564_CR29","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1007\/s11227-017-2112-9","volume":"74","author":"MK Gupta","year":"2018","unstructured":"Gupta, M. K., & Amgoth, T. (2018). Resource-aware virtual machine placement algorithm for IaaS cloud. The Journal of Supercomputing, 74, 122\u2013140.","journal-title":"The Journal of Supercomputing"},{"issue":"4","key":"10564_CR30","doi-asserted-by":"publisher","first-page":"2945","DOI":"10.1007\/s10586-020-03060-y","volume":"23","author":"E Parvizi","year":"2020","unstructured":"Parvizi, E., & Rezvani, M. H. (2020). Utilization-aware energy-efficient virtual machine placement in cloud networks using NSGA-III meta-heuristic approach. Cluster computing, 23(4), 2945\u20132967. https:\/\/doi.org\/10.1007\/s10586-020-03060-y","journal-title":"Cluster computing"},{"issue":"5","key":"10564_CR31","doi-asserted-by":"publisher","first-page":"755","DOI":"10.1016\/j.future.2011.04.017","volume":"28","author":"A Beloglazov","year":"2012","unstructured":"Beloglazov, A., Abawajy, J., & Buyya, R. (2012). Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future generation computer systems, 28(5), 755\u2013768. https:\/\/doi.org\/10.1016\/j.future.2011.04.017","journal-title":"Future generation computer systems"},{"key":"10564_CR32","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.compeleceng.2014.09.005","volume":"42","author":"S Esfandiarpoor","year":"2015","unstructured":"Esfandiarpoor, S., Pahlavan, A., & Goudarzi, M. (2015). Structure-aware online virtual machine consolidation for datacenter energy improvement in cloud computing. Computers & Electrical Engineering, 42, 74\u201389. https:\/\/doi.org\/10.1016\/j.compeleceng.2014.09.005","journal-title":"Computers & Electrical Engineering"},{"key":"10564_CR33","doi-asserted-by":"crossref","unstructured":"Zhang, Y., & Ansari, N. (2013). Heterogeneity aware dominant resource assistant heuristics for virtual machine consolidation. In 2013 IEEE global communications conference (GLOBECOM) (pp. 1297\u20131302). IEEE.","DOI":"10.1109\/GLOCOM.2013.6831253"},{"key":"10564_CR34","doi-asserted-by":"publisher","first-page":"2984","DOI":"10.1007\/s11227-018-2348-z","volume":"74","author":"M Riahi","year":"2018","unstructured":"Riahi, M., & Krichen, S. (2018). A multi-objective decision support framework for virtual machine placement in cloud data centers: A real case study. The Journal of Supercomputing, 74, 2984\u20133015. https:\/\/doi.org\/10.1007\/s11227-018-2348-z","journal-title":"The Journal of Supercomputing"},{"key":"10564_CR35","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.asoc.2016.02.018","volume":"43","author":"R Jensi","year":"2016","unstructured":"Jensi, R., & Jiji, G. W. (2016). An enhanced particle swarm optimization with levy flight for global optimization. Applied Soft Computing, 43, 248\u2013261. https:\/\/doi.org\/10.1016\/j.asoc.2016.02.018","journal-title":"Applied Soft Computing"},{"key":"10564_CR36","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1007\/s11704-016-6135-9","volume":"12","author":"X Fu","year":"2018","unstructured":"Fu, X., Chen, J., Deng, S., Wang, J., & Zhang, L. (2018). Layered virtual machine migration algorithm for network resource balancing in cloud computing. Frontiers of Computer Science, 12, 75\u201385. https:\/\/doi.org\/10.1007\/s11704-016-6135-9","journal-title":"Frontiers of Computer Science"},{"key":"10564_CR37","doi-asserted-by":"publisher","first-page":"1397","DOI":"10.1007\/s10586-019-02916-2","volume":"22","author":"S Jeddi","year":"2019","unstructured":"Jeddi, S., & Sharifian, S. (2019). A water cycle optimized wavelet neural network algorithm for demand prediction in cloud computing. Cluster Computing, 22, 1397\u20131412. https:\/\/doi.org\/10.1007\/s10586-019-02916-2","journal-title":"Cluster Computing"},{"key":"10564_CR38","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1007\/s42235-019-0030-7","volume":"16","author":"MJ Usman","year":"2019","unstructured":"Usman, M. J., Ismail, A. S., Chizari, H., Abdul-Salaam, G., Usman, A. M., Gital, A. Y., & Aliyu, A. (2019). Energy-efficient virtual machine allocation technique using flower pollination algorithm in cloud datacenter: a panacea to green computing. Journal of Bionic Engineering, 16, 354\u2013366. https:\/\/doi.org\/10.1007\/s42235-019-0030-7","journal-title":"Journal of Bionic Engineering"},{"key":"10564_CR39","doi-asserted-by":"publisher","first-page":"107250","DOI":"10.1016\/j.cie.2021.107250","volume":"157","author":"L Abualigah","year":"2021","unstructured":"Abualigah, L., Yousri, D., Abd Elaziz, M., Ewees, A. A., Al-Qaness, M. A., & Gandomi, A. H. (2021). Aquila optimizer: a novel meta-heuristic optimization algorithm. Computers & Industrial Engineering, 157, 107250. https:\/\/doi.org\/10.1016\/j.cie.2021.107250","journal-title":"Computers & Industrial Engineering"},{"key":"10564_CR40","doi-asserted-by":"publisher","first-page":"8457","DOI":"10.1007\/s12652-020-02580-0","volume":"12","author":"G Dhiman","year":"2021","unstructured":"Dhiman, G., Garg, M., Nagar, A., Kumar, V., & Dehghani, M. (2021). A novel algorithm for global optimization: Rat swarm optimizer. Journal of Ambient Intelligence and Humanized Computing, 12, 8457\u20138482. https:\/\/doi.org\/10.1007\/s12652-020-02580-0","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"key":"10564_CR41","doi-asserted-by":"publisher","first-page":"8319","DOI":"10.1007\/s10586-018-1769-z","volume":"22","author":"M Abdel-Basset","year":"2019","unstructured":"Abdel-Basset, M., Abdle-Fatah, L., & Sangaiah, A. K. (2019). An improved L\u00e9vy based whale optimization algorithm for bandwidth-efficient virtual machine placement in cloud computing environment. Cluster Computing, 22, 8319\u20138334. https:\/\/doi.org\/10.1007\/s10586-018-1769-z","journal-title":"Cluster Computing"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10564-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-023-10564-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10564-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,31]],"date-time":"2023-07-31T15:30:46Z","timestamp":1690817446000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-023-10564-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,29]]},"references-count":41,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,8]]}},"alternative-id":["10564"],"URL":"https:\/\/doi.org\/10.1007\/s11277-023-10564-4","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,29]]},"assertion":[{"value":"8 June 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 June 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This material is the authors' own original work, which has not been previously published.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical Approval"}}]}}