{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T04:35:33Z","timestamp":1766378133420,"version":"3.37.3"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,10,27]],"date-time":"2022-10-27T00:00:00Z","timestamp":1666828800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,27]],"date-time":"2022-10-27T00:00:00Z","timestamp":1666828800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"The Science and Technology Bureau Fund of Sanming City, Fujian Province, China","award":["2020-S-1"],"award-info":[{"award-number":["2020-S-1"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s10586-022-03791-0","type":"journal-article","created":{"date-parts":[[2022,10,27]],"date-time":"2022-10-27T19:07:51Z","timestamp":1666897671000},"page":"3823-3837","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["QoS correlation-based service composition algorithm for multi-constraint optimal path selection"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3865-2664","authenticated-orcid":false,"given":"Jian","family":"Yu","sequence":"first","affiliation":[]},{"given":"Zhixing","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Qiong","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Xiangmei","family":"Xiao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,10,27]]},"reference":[{"issue":"4","key":"3791_CR1","first-page":"677","volume":"42","author":"YZ Zhou","year":"2019","unstructured":"Zhou, Y.Z., Zhang, D.: Near-end cloud computing: opportunities and challenges in the post-cloud computing era. Chin. J. Comput. 42(4), 677\u2013700 (2019)","journal-title":"Chin. J. Comput."},{"issue":"S2","key":"3791_CR2","first-page":"176","volume":"35","author":"K Yang","year":"2019","unstructured":"Yang, K., Ding, X.L., Liu, J.P.: Research and application of smart edge computing in IoT. Telecommun. Sci. 35(S2), 176\u2013184 (2019)","journal-title":"Telecommun. Sci."},{"issue":"2","key":"3791_CR3","first-page":"1759","volume":"67","author":"N Anjum","year":"2021","unstructured":"Anjum, N., Yang, Z., Khan, I., Kiran, M., Bahaei, S.M.: Efficient algorithms for cache-throughput analysis in cellular-D2D 5G networks. Comput. Mater. Contin. 67(2), 1759\u20131780 (2021)","journal-title":"Comput. Mater. Contin."},{"issue":"2","key":"3791_CR4","first-page":"109","volume":"39","author":"R Sankaran","year":"2021","unstructured":"Sankaran, R., Chakraborty, S.: Why do customers make mobile payments? Applying a means-end chain approach. Mark. Intell. Plan. 39(2), 109\u2013124 (2021)","journal-title":"Mark. Intell. Plan."},{"key":"3791_CR5","unstructured":"Rao, K.L.: Research on optimization of service composition based on T-QoS awareness. PhD Dissertation, Nanjing University of Posts and Telecommunications, China (2015)"},{"issue":"4","key":"3791_CR6","first-page":"1","volume":"4","author":"CL Li","year":"2012","unstructured":"Li, C.L., Deng, Z.H.: On the QoS of cloud computing. Libr. Inf. 4(4), 1\u20135 (2012)","journal-title":"Libr. Inf."},{"issue":"7","key":"3791_CR7","first-page":"1565","volume":"39","author":"XB Xiong","year":"2018","unstructured":"Xiong, X.B., Yang, R.: Computing arbitrary granularities service process with QoS correlations. J. Chin. Comput. Syst. 39(7), 1565\u20131568 (2018)","journal-title":"J. Chin. Comput. Syst."},{"issue":"4","key":"3791_CR8","first-page":"85","volume":"43","author":"ZH Zhang","year":"2021","unstructured":"Zhang, Z.H., Zhang, X.T.: Research on high-speed railway information service combination method based on association rules. J. China Railw. Soc. 43(4), 85\u201394 (2021)","journal-title":"J. China Railw. Soc."},{"key":"3791_CR9","doi-asserted-by":"crossref","unstructured":"Barakat, M., Luck, L.M.: Efficient correlation-aware service selection. In: Proceedings of 2012 IEEF International Conference on Web Services (ICWS), 2012, New York, NY, USA, pp. 1\u20138 (2012)","DOI":"10.1109\/ICWS.2012.62"},{"key":"3791_CR10","doi-asserted-by":"crossref","unstructured":"Wagner, F., Klein, A., Kloppe, B., et al.: Multi-objective service composition with time- and input-dependent QoS. In: Proceedings of 2012 IEEE 19th International Conference on Web Services (ICWS), 2012, New York, NY, USA, pp. 234\u2013241 (2012)","DOI":"10.1109\/ICWS.2012.40"},{"issue":"4","key":"3791_CR11","first-page":"122","volume":"30","author":"L Ren","year":"2021","unstructured":"Ren, L., Ren, M.L.: An improved skyline manufacturing service composition optimization approach based on QoS collaboration association. Oper. Res. Manag. Sci. 30(4), 122\u2013127 (2021)","journal-title":"Oper. Res. Manag. Sci."},{"issue":"5","key":"3791_CR12","first-page":"1030","volume":"41","author":"YL Zhang","year":"2020","unstructured":"Zhang, Y.L., Shao, Q., Li, L.J., et al.: Reliable Web service composition optimization method based on genetic clustering. J. Chin. Comput. Syst. 41(5), 1030\u20131035 (2020)","journal-title":"J. Chin. Comput. Syst."},{"issue":"5","key":"3791_CR13","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/S0020-0190(02)00205-3","volume":"83","author":"E Funda","year":"2002","unstructured":"Funda, E., Rakesh, S., Lisa, Z.: An improved FPTAS for Restricted Shorted Path. Inf. Process. Lett. 83(5), 287\u2013291 (2002)","journal-title":"Inf. Process. Lett."},{"issue":"3","key":"3791_CR14","first-page":"656","volume":"6","author":"G Xue","year":"2008","unstructured":"Xue, G., Zhang, W., Tang, J., et al.: Polynomial time approximation algorithms for multi-C routing. IEEE\/ACM Trans. Netw. 6(3), 656\u2013669 (2008)","journal-title":"IEEE\/ACM Trans. Netw."},{"issue":"1","key":"3791_CR15","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/TETCI.2020.3023155","volume":"6","author":"H Gao","year":"2022","unstructured":"Gao, H., Qin, X., Barroso, R.J.D., Hussain, W., Xu, Y., Yin, Y.: Collaborative learning-based industrial IoT API recommendation for software-defined devices: the implicit knowledge discovery perspective. IEEE Trans. Emerg. Top. Comput. Intell. 6(1), 66\u201376 (2022). https:\/\/doi.org\/10.1109\/TETCI.2020.3023155","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."},{"issue":"1","key":"3791_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3391198","volume":"21","author":"H Gao","year":"2021","unstructured":"Gao, H., Huang, W., Duan, Y.: \u201cThe Cloud-edge-based Dynamic Reconfiguration to Service Workflow for Mobile Ecommerce Environments\u2019\u2019: a QoS prediction perspective. ACM Trans. Internet Technol. 21(1), 1\u201323 (2021). https:\/\/doi.org\/10.1145\/3391198","journal-title":"ACM Trans. Internet Technol."},{"key":"3791_CR17","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3129458","author":"H Goa","year":"2021","unstructured":"Goa, H., Liu, C., Lin, Y., Xu, Y., Li, Y.: A hybrid approach to trust node assessment and management for VANETs cooperative data communication: historical interaction perspective. IEEE Intell. Transp. Syst. Trans. (2021). https:\/\/doi.org\/10.1109\/TITS.2021.3129458","journal-title":"IEEE Intell. Transp. Syst. Trans."},{"key":"3791_CR18","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3129458","author":"H Goa","year":"2021","unstructured":"Goa, H., Liu, C., Lin, Y., Xu, Y., Li, Y.: A hybrid approach to trust node assessment and management for VANETs cooperative data communication: historical interaction perspective. IEEE Intell. Transp. Syst. Trans. (2021). https:\/\/doi.org\/10.1109\/TITS.2021.3129458","journal-title":"IEEE Intell. Transp. Syst. Trans."},{"issue":"4","key":"3791_CR19","doi-asserted-by":"publisher","first-page":"4002","DOI":"10.1109\/TNSM.2021.3125395","volume":"18","author":"X Ma","year":"2021","unstructured":"Ma, X., Xu, H., Gao, H., Bain, M.: Real-time multiple-workflow scheduling in cloud environments. IEEE Trans. Netw. Serv. Manag. 18(4), 4002\u20134018 (2021). https:\/\/doi.org\/10.1109\/TNSM.2021.3125395","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"3791_CR20","unstructured":"Huang, J., Duan, Q.: Network-cloud integrated service quality assurance. In: Proceedings of Electronics Industry, Beijing, BJ, China, 2018, pp. 237\u2013241 (2018)"},{"issue":"1","key":"3791_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1232722.1232728","volume":"1","author":"T Yu","year":"2007","unstructured":"Yu, T., Zhang, Y., Lin, K.J.: Efficient algorithms for Web services selection with end-to-end QoS constraints. ACM Trans. Web 1(1), 1\u201326 (2007)","journal-title":"ACM Trans. Web"},{"issue":"6","key":"3791_CR22","first-page":"27","volume":"11","author":"QY Lin","year":"2012","unstructured":"Lin, Q.Y.: Summary of research on association rules mining algorithms. Softw. Guide 11(6), 27\u201329 (2012)","journal-title":"Softw. Guide"},{"key":"3791_CR23","unstructured":"Yao, J.Y.: The principle and application of data warehouse and data mining technology. In: Proceedings of Electronics Industry, Beijing, B.J., China, 2009, pp. 158\u2013160 (2009)"},{"key":"3791_CR24","unstructured":"Xiong, L.: Research on the selection mechanism of composite services supporting semantic association. MSc Dissertation, Nanjing University of Posts and Telecommunications, China (2013)"},{"issue":"6","key":"3791_CR25","first-page":"195","volume":"43","author":"LG Dong","year":"2017","unstructured":"Dong, L.G., Liu, G.H.: Algorithm for solving and updating combinatorial skyline. Comput. Eng. 43(6), 195-201.206 (2017)","journal-title":"Comput. Eng."},{"key":"3791_CR26","doi-asserted-by":"publisher","first-page":"1995","DOI":"10.1007\/s00521-015-1923-y","volume":"31","author":"G-G Wang","year":"2019","unstructured":"Wang, G.-G., Deb, S., Cui, Z.: Monarch butterfly optimization. Neural Comput. Appl. 31, 1995\u20132014 (2019)","journal-title":"Neural Comput. Appl."},{"issue":"1","key":"3791_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1504\/IJBIC.2018.093328","volume":"12","author":"GG Wang","year":"2015","unstructured":"Wang, G.G., Deb, S., Coelho, L.: \u201cEarthworm optimization algorithm\u2019\u2019: bio-inspired metaheuristic algorithm for global optimization problems. Int. J. Bio-Inspired Comput. 12(1), 1\u201322 (2015)","journal-title":"Int. J. Bio-Inspired Comput."},{"key":"3791_CR28","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.3390\/math8091415","volume":"8","author":"J Li","year":"2020","unstructured":"Li, J., Li, H., Alavi, A.H., Wang, G.G.: Elephant herding optimization: variants, hybrids, and applications. Mathematics MDPI 8, 1415 (2020)","journal-title":"Mathematics MDPI"},{"key":"3791_CR29","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1007\/s12293-016-0212-3","volume":"10","author":"GG Wang","year":"2018","unstructured":"Wang, G.G.: Moth search algorithm: a bio-inspired metaheuristic algorithm for global optimization algorithms. Memet. Comput. 10, 151\u2013164 (2018)","journal-title":"Memet. Comput."},{"key":"3791_CR30","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.future.2020.03.055","volume":"111","author":"S Li","year":"2020","unstructured":"Li, S., Chen, H., Wang, M., Heidari, A.A., Mirjalili, S.: Slime mold algorithm: a new method for stochastic optimization. Future Gener. Comput. Syst. 111, 300\u2013323 (2020)","journal-title":"Future Gener. Comput. Syst."},{"key":"3791_CR31","doi-asserted-by":"publisher","first-page":"114864, 115079","DOI":"10.1016\/j.eswa.2021.114864","volume":"177","author":"Y Yang","year":"2021","unstructured":"Yang, Y., Chen, H., Heidari, A.A., Gandomi, A.H.: Hunger games search vision, conception, implementation, deep analysis, perspectives, and towards performance shifts. Expert Syst. Appl. 177, 114864, 115079 (2021)","journal-title":"Expert Syst. Appl."},{"key":"3791_CR32","doi-asserted-by":"publisher","first-page":"115079","DOI":"10.1016\/j.eswa.2021.115079","volume":"181","author":"I Ahmadianfar","year":"2021","unstructured":"Ahmadianfar, I., Heidari, A.A., Gandomi, A.H., Chu, X., Chen, H.: RUN beyond the metaphor: an efficient optimization algorithm based on Runge Kutta method. Expert Syst. Appl. 181, 115079 (2021)","journal-title":"Expert Syst. Appl."},{"key":"3791_CR33","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1007\/s42235-021-0050-y","volume":"18","author":"J Tu","year":"2021","unstructured":"Tu, J., Chen, H., Wang, M., Gandomi, A.H.: The colony predation algorithm. J. Bionic Eng. 18, 674\u2013710 (2021)","journal-title":"J. Bionic Eng."},{"key":"3791_CR34","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2218594","author":"BK Tripathy","year":"2022","unstructured":"Tripathy, B.K., Maddikunta, P.K.R., Pham, Q.V., Gadekallu, T.R., Dev, K., Pandya, S., ElHalawany, B.M.: Harris Hawk optimization: a survey on variants and applications. Comput. Intell. Neurosci. (2022). https:\/\/doi.org\/10.1155\/2022\/2218594","journal-title":"Comput. Intell. Neurosci."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03791-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-022-03791-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03791-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T20:09:59Z","timestamp":1697486999000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-022-03791-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,27]]},"references-count":34,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["3791"],"URL":"https:\/\/doi.org\/10.1007\/s10586-022-03791-0","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2022,10,27]]},"assertion":[{"value":"12 March 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 October 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 October 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 October 2022","order":4,"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 conflicts of interest to report regarding the present study.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}