{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T15:44:42Z","timestamp":1775231082942,"version":"3.50.1"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,10,31]],"date-time":"2022-10-31T00:00:00Z","timestamp":1667174400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,31]],"date-time":"2022-10-31T00:00:00Z","timestamp":1667174400000},"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":["Cluster Comput"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s10586-022-03793-y","type":"journal-article","created":{"date-parts":[[2022,10,31]],"date-time":"2022-10-31T20:03:00Z","timestamp":1667246580000},"page":"3869-3887","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Decision making for cloud service selection: a novel and hybrid MCDM approach"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4248-1645","authenticated-orcid":false,"given":"Abhinav","family":"Tomar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rakesh Ranjan","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Indrajeet","family":"Gupta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,10,31]]},"reference":[{"key":"3793_CR1","doi-asserted-by":"crossref","unstructured":"Mell, P., Grance, T., et\u00a0al.: The nist definition of cloud computing. (2011)","DOI":"10.6028\/NIST.SP.800-145"},{"issue":"6","key":"3793_CR2","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/j.future.2008.12.001","volume":"25","author":"R Buyya","year":"2009","unstructured":"Buyya, R., Yeo, C.S., Venugopal, S., Broberg, J., Brandic, I.: Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility. Futur. Gener. Comput. Syst. 25(6), 599\u2013616 (2009)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"3793_CR3","doi-asserted-by":"crossref","unstructured":"Hazra, A., Donta, P.K., Amgoth, T., Dustdar, S.: Cooperative transmission scheduling and computation offloading with collaboration of fog and cloud for industrial iot applications. IEEE Internet of Things J. (2022)","DOI":"10.1109\/JIOT.2022.3150070"},{"key":"3793_CR4","doi-asserted-by":"crossref","unstructured":"Buyya, R., Yeo, C.S., Venugopal, S.: Market-oriented cloud computing: Vision, hype, and reality for delivering it services as computing utilities. In: High Performance Computing and Communications, 2008. HPCC\u201908. 10th IEEE International Conference on, pp. 5\u201313. Ieee (2008)","DOI":"10.1109\/HPCC.2008.172"},{"key":"3793_CR5","doi-asserted-by":"crossref","unstructured":"Tomar, A., Jana, P.K.: A multi-attribute decision making approach for on-demand charging scheduling in wireless rechargeable sensor networks. Computing 1\u201325 (2020)","DOI":"10.1007\/s00607-020-00875-w"},{"key":"3793_CR6","doi-asserted-by":"crossref","unstructured":"Tomar, A., Jana, P.K.: Mobile charging of wireless sensor networks for internet of things: a multi-attribute decision making approach. In: International Conference on Distributed Computing and Internet Technology, pp. 309\u2013324. Springer (2019)","DOI":"10.1007\/978-3-030-05366-6_26"},{"key":"3793_CR7","first-page":"1","volume":"23","author":"C Jatoth","year":"2018","unstructured":"Jatoth, C., Gangadharan, G.R., Fiore, U., Buyya, R.: Selcloud: a hybrid multi-criteria decision-making model for selection of cloud services. Soft Comput. 23, 1\u201315 (2018)","journal-title":"Soft Comput."},{"key":"3793_CR8","doi-asserted-by":"crossref","unstructured":"Kumar, R.R., Kumar, C.: An evaluation system for cloud service selection using fuzzy ahp. In: 2016 11th International Conference on Industrial and Information Systems (ICIIS), pp. 821\u2013826. IEEE (2016)","DOI":"10.1109\/ICIINFS.2016.8263052"},{"key":"3793_CR9","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.future.2018.03.014","volume":"86","author":"M Abdel-Basset","year":"2018","unstructured":"Abdel-Basset, M., Mohamed, M., Chang, V.: Nmcda: A framework for evaluating cloud computing services. Futur. Gener. Comput. Syst. 86, 12\u201329 (2018)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"3793_CR10","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1016\/j.future.2019.12.024","volume":"105","author":"A Hussain","year":"2020","unstructured":"Hussain, A., Chun, J., Khan, M.: A novel customer-centric methodology for optimal service selection (moss) in a cloud environment. Futur. Gener. Comput. Syst. 105, 562\u2013580 (2020)","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"1","key":"3793_CR11","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1007\/s10586-021-03418-w","volume":"25","author":"MH Nejat","year":"2022","unstructured":"Nejat, M.H., Motameni, H., Vahdat-Nejad, H., Barzegar, B.: Efficient cloud service ranking based on uncertain user requirements. Clust. Comput. 25(1), 485\u2013502 (2022)","journal-title":"Clust. Comput."},{"key":"3793_CR12","doi-asserted-by":"crossref","unstructured":"Kumar, R.R., Kumar, C.: Designing an efficient methodology based on entropy-topsis for evaluating efficiency of cloud services. In: Proceedings of the 7th International Conference on Computer and Communication Technology, pp. 117\u2013122. ACM (2017)","DOI":"10.1145\/3154979.3154982"},{"key":"3793_CR13","first-page":"1","volume":"34","author":"TL Satty","year":"2001","unstructured":"Satty, T.L., Vargas, L.G.: Models, methods, concepts and applications of the analytic hierarchy process. Int. Ser. Oper. Res. Management Sci 34, 1\u2013352 (2001)","journal-title":"Int. Ser. Oper. Res. Management Sci"},{"key":"3793_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106122","volume":"90","author":"M Shameem","year":"2020","unstructured":"Shameem, M., Kumar, R.R., Nadeem, M., Khan, A.A.: Taxonomical classification of barriers for scaling agile methods in global software development environment using fuzzy analytic hierarchy process. Appl. Soft Comput. 90, 106122 (2020)","journal-title":"Appl. Soft Comput."},{"key":"3793_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10586-018-02903-z","volume":"23","author":"MS Goraya","year":"2020","unstructured":"Goraya, M.S., Singh, D., et al.: Satisfaction aware qos-based bidirectional service mapping in cloud environment. Clust. Comput. 23, 1\u201321 (2020)","journal-title":"Clust. Comput."},{"issue":"2","key":"3793_CR16","doi-asserted-by":"publisher","first-page":"2781","DOI":"10.1007\/s10586-017-1499-7","volume":"22","author":"Y Mei","year":"2019","unstructured":"Mei, Y., Xie, K.: An improved topsis method for metro station evacuation strategy selection in interval type-2 fuzzy environment. Clust. Comput. 22(2), 2781\u20132792 (2019)","journal-title":"Clust. Comput."},{"key":"3793_CR17","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1016\/j.jnca.2014.07.019","volume":"45","author":"L Sun","year":"2014","unstructured":"Sun, L., Dong, H., Hussain, F.K., Hussain, O.K., Chang, E.: Cloud service selection: State-of-the-art and future research directions. J. Netw. Comput. Appl. 45, 134\u2013150 (2014)","journal-title":"J. Netw. Comput. Appl."},{"issue":"2","key":"3793_CR18","doi-asserted-by":"publisher","first-page":"1103","DOI":"10.1007\/s10586-020-03178-z","volume":"24","author":"S Maroc","year":"2021","unstructured":"Maroc, S., Zhang, J.B.: Cloud services security-driven evaluation for multiple tenants. Clust. Comput. 24(2), 1103\u20131121 (2021)","journal-title":"Clust. Comput."},{"key":"3793_CR19","first-page":"1","volume":"25","author":"MH Nejat","year":"2021","unstructured":"Nejat, M.H., Motameni, H., Vahdat-Nejad, H., Barzegar, B.: Efficient cloud service ranking based on uncertain user requirements. Cluster Comput. 25, 1\u201318 (2021)","journal-title":"Cluster Comput."},{"issue":"4","key":"3793_CR20","doi-asserted-by":"publisher","first-page":"1012","DOI":"10.1016\/j.future.2012.06.006","volume":"29","author":"SK Garg","year":"2013","unstructured":"Garg, S.K., Versteeg, S., Buyya, R.: A framework for ranking of cloud computing services. Futur. Gener. Comput. Syst. 29(4), 1012\u20131023 (2013)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"3793_CR21","doi-asserted-by":"crossref","unstructured":"Sahri, S., Moussa, R., Long, D. D., Benbernou, S: Dbaas-expert: A recommender for the selection of the right cloud database. In: International Symposium on Methodologies for Intelligent Systems, pp. 315\u2013324. Springer, (2014)","DOI":"10.1007\/978-3-319-08326-1_32"},{"issue":"5","key":"3793_CR22","doi-asserted-by":"publisher","first-page":"1336","DOI":"10.1109\/TC.2014.2317188","volume":"64","author":"M Menzel","year":"2014","unstructured":"Menzel, M., Ranjan, R., Wang, L., Khan, S.U., Chen, J.: Cloudgenius: a hybrid decision support method for automating the migration of web application clusters to public clouds. IEEE Trans. Comput. 64(5), 1336\u20131348 (2014)","journal-title":"IEEE Trans. Comput."},{"issue":"2","key":"3793_CR23","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1007\/s10586-020-03166-3","volume":"24","author":"RR Kumar","year":"2021","unstructured":"Kumar, R.R., Kumari, B., Kumar, C.: Ccs-ossr: a framework based on hybrid mcdm for optimal service selection and ranking of cloud computing services. Clust. Comput. 24(2), 867\u2013883 (2021)","journal-title":"Clust. Comput."},{"key":"3793_CR24","doi-asserted-by":"crossref","unstructured":"Cavalcante, E., Batista, T., Lopes, F., Delicato, F.C., Pires, P.F., Rodriguez, N., de Moura, A.L. and Mendes, R.: Optimizing services selection in a cloud multiplatform scenario. In: 2012 IEEE Latin America Conference on Cloud Computing and Communications (LatinCloud), pp. 31\u201336. IEEE (2012)","DOI":"10.1109\/LatinCloud.2012.6508154"},{"key":"3793_CR25","doi-asserted-by":"crossref","unstructured":"Zeng, Wenying, Zhao, Yuelong, Zeng, Junwei, Cloud service and service selection algorithm research. In: Proceedings of the first ACM\/SIGEVO Summit on Genetic and Evolutionary Computation, pp. 1045\u20131048. ACM (2009)","DOI":"10.1145\/1543834.1544004"},{"key":"3793_CR26","doi-asserted-by":"crossref","unstructured":"Oh, S.H., La, H.J., Kim, S.D.: A reusability evaluation suite for cloud services. In: 2011 IEEE 8th International Conference on e-Business Engineering, pp. 111\u2013118. IEEE (2011)","DOI":"10.1109\/ICEBE.2011.27"},{"key":"3793_CR27","doi-asserted-by":"crossref","unstructured":"Qu, L., Wang, Y., Orgun, M.A.: Cloud service selection based on the aggregation of user feedback and quantitative performance assessment. In: 2013 IEEE International Conference on Services Computing, pp. 152\u2013159. IEEE (2013)","DOI":"10.1109\/SCC.2013.92"},{"issue":"23","key":"3793_CR28","doi-asserted-by":"publisher","first-page":"7221","DOI":"10.1007\/s00500-016-2267-y","volume":"21","author":"C Jatoth","year":"2017","unstructured":"Jatoth, C., Gangadharan, G.R., Fiore, U.: Evaluating the efficiency of cloud services using modified data envelopment analysis and modified super-efficiency data envelopment analysis. Soft Comput. 21(23), 7221\u20137234 (2017)","journal-title":"Soft Comput."},{"key":"3793_CR29","doi-asserted-by":"crossref","unstructured":"ur\u00a0Rehman, Z., Hussain, O.K., Hussain, F.K.: Iaas cloud selection using mcdm methods. In: 2012 IEEE Ninth international conference on e-business engineering, pp. 246\u2013251. IEEE (2012)","DOI":"10.1109\/ICEBE.2012.47"},{"key":"3793_CR30","doi-asserted-by":"crossref","unstructured":"ur\u00a0Rehman, Z., Hussain, O.K., Hussain, F.K.: Multi-criteria iaas service selection based on QOS history. In: Advanced Information Networking and Applications (AINA), 2013 IEEE 27th International Conference on, pp. 1129\u20131135. IEEE (2013)","DOI":"10.1109\/AINA.2013.158"},{"key":"3793_CR31","doi-asserted-by":"crossref","unstructured":"Siegel, J., Perdue, J.: Cloud services measures for global use: the service measurement index (smi). In: 2012 Annual SRII Global Conference, pp. 411\u2013415. IEEE (2012)","DOI":"10.1109\/SRII.2012.51"},{"issue":"15","key":"3793_CR32","doi-asserted-by":"publisher","first-page":"1067","DOI":"10.1016\/S0161-5890(97)00130-2","volume":"34","author":"JJ Stewart","year":"1997","unstructured":"Stewart, J.J., Lee, C.Y., Ibrahim, S., Watts, P., Shlomchik, M., Weigert, M., Litwin, S.: A shannon entropy analysis of immunoglobulin and t cell receptor. Mol. Immunol. 34(15), 1067\u20131082 (1997)","journal-title":"Mol. Immunol."},{"issue":"8","key":"3793_CR33","doi-asserted-by":"publisher","first-page":"11363","DOI":"10.1016\/j.eswa.2009.03.039","volume":"36","author":"FE Boran","year":"2009","unstructured":"Boran, F.E., Gen\u00e7, S., Kurt, M., Akay, D.: A multi-criteria intuitionistic fuzzy group decision making for supplier selection with topsis method. Expert Syst. Appl. 36(8), 11363\u201311368 (2009)","journal-title":"Expert Syst. Appl."},{"issue":"17","key":"3793_CR34","doi-asserted-by":"publisher","first-page":"13051","DOI":"10.1016\/j.eswa.2012.05.056","volume":"39","author":"S Majid Behzadian","year":"2012","unstructured":"Majid Behzadian, S., Otaghsara, K., Yazdani, M., Ignatius, J.: A state-of the-art survey of topsis applications. Expert Syst. Appl. 39(17), 13051\u201313069 (2012)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"3793_CR35","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/s10723-016-9363-1","volume":"15","author":"J Sidhu","year":"2017","unstructured":"Sidhu, J., Singh, S.: Improved topsis method based trust evaluation framework for determining trustworthiness of cloud service providers. J. Grid Comput. 15(1), 81\u2013105 (2017)","journal-title":"J. Grid Comput."},{"issue":"10","key":"3793_CR36","doi-asserted-by":"publisher","first-page":"12462","DOI":"10.1016\/j.eswa.2011.04.027","volume":"38","author":"Z Wang","year":"2011","unstructured":"Wang, Z., Li, K.W., Jianhui, X.: A mathematical programming approach to multi-attribute decision making with interval-valued intuitionistic fuzzy assessment information. Expert Syst. Appl. 38(10), 12462\u201312469 (2011)","journal-title":"Expert Syst. Appl."},{"key":"3793_CR37","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.jss.2018.05.004","volume":"143","author":"L Lilei","year":"2018","unstructured":"Lilei, L., Yuan, Y.: A novel topsis evaluation scheme for cloud service trustworthiness combining objective and subjective aspects. J. Syst. Softw. 143, 71\u201386 (2018)","journal-title":"J. Syst. Softw."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03793-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-022-03793-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03793-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T20:11:03Z","timestamp":1697487063000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-022-03793-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,31]]},"references-count":37,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["3793"],"URL":"https:\/\/doi.org\/10.1007\/s10586-022-03793-y","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,31]]},"assertion":[{"value":"5 December 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 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":"31 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 have not disclosed any competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}}]}}