{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T14:53:16Z","timestamp":1781189596394,"version":"3.54.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,12,21]],"date-time":"2020-12-21T00:00:00Z","timestamp":1608508800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,12,21]],"date-time":"2020-12-21T00:00:00Z","timestamp":1608508800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["MOST 108-2221-E-009-033-MY3"],"award-info":[{"award-number":["MOST 108-2221-E-009-033-MY3"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1007\/s10479-020-03851-x","type":"journal-article","created":{"date-parts":[[2020,12,21]],"date-time":"2020-12-21T10:03:26Z","timestamp":1608545006000},"page":"217-234","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["System reliability analysis for a cloud-based network under edge server capacity and budget constraints"],"prefix":"10.1007","volume":"312","author":[{"given":"Cheng-Fu","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ding-Hsiang","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8049-5696","authenticated-orcid":false,"given":"Yi-Kuei","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,12,21]]},"reference":[{"issue":"5","key":"3851_CR1","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1080\/24725854.2017.1410598","volume":"50","author":"G Bai","year":"2018","unstructured":"Bai, G., Tian, Z., & Zuo, M. J. (2018). Reliability evaluation of multistate networks: An improved algorithm using state-space decomposition and experimental comparison. IISE Transactions, 50(5), 407\u2013418.","journal-title":"IISE Transactions"},{"issue":"3","key":"3851_CR2","doi-asserted-by":"publisher","first-page":"1015","DOI":"10.1109\/TR.2015.2430491","volume":"64","author":"GH Bai","year":"2015","unstructured":"Bai, G. H., Zuo, M. J., & Tian, Z. G. (2015). Ordering heuristics for reliability evaluation of multistate networks. IEEE Transactions on Reliability, 64(3), 1015\u20131023.","journal-title":"IEEE Transactions on Reliability"},{"issue":"4","key":"3851_CR3","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1080\/02533839.2017.1318719","volume":"40","author":"PC Chang","year":"2017","unstructured":"Chang, P. C. (2017). Reliability with finite buffer size for a multistate manufacturing system with parallel production lines. Journal of the Chinese Institute of Engineers, 40(4), 275\u2013283.","journal-title":"Journal of the Chinese Institute of Engineers"},{"issue":"4","key":"3851_CR4","doi-asserted-by":"publisher","first-page":"2233","DOI":"10.1109\/TII.2014.2300753","volume":"10","author":"L Da Xu","year":"2014","unstructured":"Da Xu, L., He, W., & Li, S. (2014). Internet of things in industries: A survey. IEEE Transactions on Industrial Informatics, 10(4), 2233\u20132243.","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"8","key":"3851_CR5","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1109\/MC.2016.245","volume":"49","author":"AV Dastjerdi","year":"2016","unstructured":"Dastjerdi, A. V., & Buyya, R. (2016). Fog computing: Helping the internet of things realize its potential. Computer, 49(8), 112\u2013116. https:\/\/doi.org\/10.1109\/MC.2016.245.","journal-title":"Computer"},{"issue":"5","key":"3851_CR6","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1080\/24725854.2018.1504358","volume":"51","author":"M Forghani-elahabad","year":"2019","unstructured":"Forghani-elahabad, M., & Kagan, N. (2019). Reliability evaluation of a stochastic-flow network in terms of minimal paths with budget constraint. IISE Transactions, 51(5), 547\u2013558.","journal-title":"IISE Transactions"},{"key":"3851_CR7","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.ins.2019.02.004","volume":"486","author":"Z Hao","year":"2019","unstructured":"Hao, Z., Yeh, W.-C., Wang, J., Wang, G.-G., & Sun, B. (2019). A quick inclusion\u2013exclusion technique. Information Sciences, 486, 20\u201330.","journal-title":"Information Sciences"},{"issue":"1","key":"3851_CR8","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/s10479-017-2600-6","volume":"277","author":"CF Huang","year":"2019","unstructured":"Huang, C. F. (2019). Evaluation of system reliability for a stochastic delivery-flow distribution network with inventory. Annals of Operations Research, 277(1), 33\u201345.","journal-title":"Annals of Operations Research"},{"issue":"3","key":"3851_CR9","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1109\/TR.2019.2924448","volume":"69","author":"DH Huang","year":"2020","unstructured":"Huang, D. H., Huang, C. F., & Lin, Y. K. (2020a). A binding algorithm of lower boundary points generation for network reliability evaluation. IEEE Transactions on Reliability, 69(3), 1087\u20131096.","journal-title":"IEEE Transactions on Reliability"},{"key":"3851_CR10","doi-asserted-by":"publisher","first-page":"106744","DOI":"10.1016\/j.ress.2019.106744","volume":"195","author":"DH Huang","year":"2020","unstructured":"Huang, D. H., Huang, C. F., & Lin, Y. K. (2020b). Exact project reliability for a multi-state project network subject to time and budget constraints. Reliability Engineering & System Safety, 195, 106744.","journal-title":"Reliability Engineering & System Safety"},{"key":"3851_CR11","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1016\/j.ins.2016.01.027","volume":"340\u2013341","author":"CF Huang","year":"2016","unstructured":"Huang, C. F., Lin, Y. K., & Yeng, L. C. L. (2016). Routing scheme of a multi-state computer network employing a retransmission mechanism within a time threshold. Information Sciences, 340\u2013341, 321\u2013336.","journal-title":"Information Sciences"},{"issue":"3","key":"3851_CR12","doi-asserted-by":"publisher","first-page":"1750011","DOI":"10.1142\/S2424862217500117","volume":"2","author":"JH Kim","year":"2017","unstructured":"Kim, J. H. (2017). A review of cyber-physical system research relevant to the emerging IT trends: Industry 4.0, IoT, big data, and cloud computing. Journal of Industrial Integration and Management, 2(3), 1750011.","journal-title":"Journal of Industrial Integration and Management"},{"issue":"13","key":"3851_CR13","doi-asserted-by":"publisher","first-page":"1277","DOI":"10.1016\/S0305-0548(00)00039-3","volume":"28","author":"YK Lin","year":"2001","unstructured":"Lin, Y. K. (2001). A simple algorithm for reliability evaluation of a stochastic-flow network with node failure. Computers & Operations Research, 28(13), 1277\u20131285.","journal-title":"Computers & Operations Research"},{"issue":"01","key":"3851_CR14","doi-asserted-by":"publisher","first-page":"1750005","DOI":"10.1142\/S021853931750005X","volume":"24","author":"YK Lin","year":"2016","unstructured":"Lin, Y. K., & Chen, S. G. (2016). A merge search approach to find minimal path vectors in multistate networks. International Journal of Reliability, Quality and Safety Engineering, 24(01), 1750005.","journal-title":"International Journal of Reliability, Quality and Safety Engineering"},{"key":"3851_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-019-03428-3","author":"YK Lin","year":"2019","unstructured":"Lin, Y. K., Fiondella, L., & Chang, P. C. (2019a). Reliability of time-constrained multi-state network susceptible to correlated component faults. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-019-03428-3.","journal-title":"Annals of Operations Research"},{"key":"3851_CR16","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1016\/j.cie.2016.06.023","volume":"98","author":"YK Lin","year":"2016","unstructured":"Lin, Y. K., Huang, D. H., & Huang, C. F. (2016). Estimated network reliability evaluation for a stochastic flexible flow shop network with different types of jobs. Computers & Industrial Engineering, 98, 401\u2013412.","journal-title":"Computers & Industrial Engineering"},{"issue":"1","key":"3851_CR17","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10479-018-2843-x","volume":"277","author":"Y-K Lin","year":"2019","unstructured":"Lin, Y.-K., Nguyen, T. P., & Yeng, L. C. L. (2019b). Reliability evaluation of a multi-state air transportation network meeting multiple travel demands. Annals of Operations Research, 277(1), 63\u201382.","journal-title":"Annals of Operations Research"},{"key":"3851_CR18","doi-asserted-by":"publisher","first-page":"925","DOI":"10.1016\/j.cie.2018.11.030","volume":"127","author":"E Manavalan","year":"2019","unstructured":"Manavalan, E., & Jayakrishna, K. (2019). A review of internet of things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Computers & Industrial Engineering, 127, 925\u2013953.","journal-title":"Computers & Industrial Engineering"},{"key":"3851_CR19","doi-asserted-by":"publisher","first-page":"105668","DOI":"10.1016\/j.cie.2019.01.042","volume":"139","author":"J Mu\u00f1uzuri","year":"2019","unstructured":"Mu\u00f1uzuri, J., Onieva, L., Cort\u00e9s, P., & Guadix, J. (2019). Using IoT data and applications to improve port-based intermodal supply chains. Computers & Industrial Engineering, 139, 105668.","journal-title":"Computers & Industrial Engineering"},{"key":"3851_CR20","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.ress.2018.01.003","volume":"173","author":"L Sch\u00e4fer","year":"2018","unstructured":"Sch\u00e4fer, L., Garcia, S., & Srithammavanh, V. (2018). Simplification of inclusion\u2013exclusion on intersections of unions with application to network systems reliability. Reliability Engineering & System Safety, 173, 23\u201333.","journal-title":"Reliability Engineering & System Safety"},{"issue":"5","key":"3851_CR21","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi, W., Cao, J., Zhang, Q., Li, Y., & Xu, L. (2016). Edge computing: Vision and challenges. IEEE Internet of Things Journal, 3(5), 637\u2013646. https:\/\/doi.org\/10.1109\/JIOT.2016.2579198.","journal-title":"IEEE Internet of Things Journal"},{"key":"3851_CR22","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.biosystemseng.2017.09.007","volume":"164","author":"A Tzounis","year":"2017","unstructured":"Tzounis, A., Katsoulas, N., Bartzanas, T., & Kittas, C. (2017). Internet of things in agriculture, recent advances and future challenges. Biosystems Engineering, 164, 31\u201348.","journal-title":"Biosystems Engineering"},{"issue":"8","key":"3851_CR23","doi-asserted-by":"publisher","first-page":"2941","DOI":"10.1080\/00207543.2018.1444806","volume":"56","author":"LD Xu","year":"2018","unstructured":"Xu, L. D., Xu, E. L., & Li, L. (2018). Industry 4.0: State of the art and future trends. International Journal of Production Research, 56(8), 2941\u20132962.","journal-title":"International Journal of Production Research"},{"key":"3851_CR24","doi-asserted-by":"publisher","first-page":"106578","DOI":"10.1016\/j.ress.2019.106578","volume":"191","author":"CT Yeh","year":"2019","unstructured":"Yeh, C. T. (2019). An improved NSGA2 to solve a bi-objective optimization problem of multi-state electronic transaction network. Reliability Engineering & System Safety, 191, 106578.","journal-title":"Reliability Engineering & System Safety"},{"key":"3851_CR25","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/j.ress.2018.04.006","volume":"176","author":"WC Yeh","year":"2018","unstructured":"Yeh, W. C., & Chu, T. C. (2018). A novel multi-distribution multi-state flow network and its reliability optimization problem. Reliability Engineering & System Safety, 176, 209\u2013217.","journal-title":"Reliability Engineering & System Safety"},{"key":"3851_CR26","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1016\/j.ress.2016.08.026","volume":"166","author":"CT Yeh","year":"2017","unstructured":"Yeh, C. T., & Fiondella, L. (2017). Optimal redundancy allocation to maximize multi-state computer network reliability subject to correlated failures. Reliability Engineering & System Safety, 166, 138\u2013150.","journal-title":"Reliability Engineering & System Safety"},{"key":"3851_CR27","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/j.sysarc.2019.02.009","volume":"98","author":"A Yousefpour","year":"2019","unstructured":"Yousefpour, A., Fung, C., Nguyen, T., Kadiyala, K., Jalali, F., Niakanlahiji, A., et al. (2019). All one needs to know about fog computing and related edge computing paradigms: A complete survey. Journal of Systems Architecture, 98, 289\u2013330.","journal-title":"Journal of Systems Architecture"},{"key":"3851_CR28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.04.003","author":"X Zhao","year":"2020","unstructured":"Zhao, X., Cai, J., Mizutani, S., & Nakagawa, T. (2020a). Preventive replacement policies with time of operations, mission durations, minimal repairs and maintenance triggering approaches. Journal of Manufacturing Systems. https:\/\/doi.org\/10.1016\/j.jmsy.2020.04.003.","journal-title":"Journal of Manufacturing Systems"},{"key":"3851_CR29","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-020-03566-z","author":"X Zhao","year":"2020","unstructured":"Zhao, X., Chen, M., & Nakagawa, T. (2020b). Periodic replacement policies with shortage and excess costs. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-020-03566-z.","journal-title":"Annals of Operations Research"}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-020-03851-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10479-020-03851-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-020-03851-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,11]],"date-time":"2022-05-11T17:23:47Z","timestamp":1652289827000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10479-020-03851-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,21]]},"references-count":29,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["3851"],"URL":"https:\/\/doi.org\/10.1007\/s10479-020-03851-x","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,12,21]]},"assertion":[{"value":"29 October 2020","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 December 2020","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}