{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:27:21Z","timestamp":1772119641483,"version":"3.50.1"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"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":["J Netw Syst Manage"],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1007\/s10922-024-09872-2","type":"journal-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T08:01:49Z","timestamp":1728374509000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Smart Hospital Patient Monitoring System Aided by Edge-Fog-Cloud Continuum: A Performability Evaluation Focusing on Distinct Sensor Sources"],"prefix":"10.1007","volume":"32","author":[{"given":"Francisco","family":"Rocha","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bruno","family":"Nogueira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Glauber","family":"Gon\u00e7alves","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco Airton","family":"Silva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"issue":"1","key":"9872_CR1","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1186\/s13677-020-00215-5","volume":"9","author":"B\u00c7 Uslu","year":"2020","unstructured":"Uslu, B.\u00c7., Okay, E., Dursun, E.: Analysis of factors affecting IoT-based smart hospital design. J. Cloud Comput. 9(1), 67 (2020)","journal-title":"J. Cloud Comput."},{"issue":"2","key":"9872_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3397333","volume":"4","author":"DY Huang","year":"2020","unstructured":"Huang, D.Y., Apthorpe, N., Li, F., Acar, G., Feamster, N.: Iot inspector: crowdsourcing labeled network traffic from smart home devices at scale. Proc. ACM Interact. Mobile Wearable Ubiquitous Technol. 4(2), 1\u201321 (2020)","journal-title":"Proc. ACM Interact. Mobile Wearable Ubiquitous Technol."},{"key":"9872_CR3","doi-asserted-by":"crossref","unstructured":"Kaur, M., Malhotra, J., Kaur, P.D.: A vanet-iot based accident detection and management system for the emergency rescue services in a smart city. In 2020 8th International conference on reliability, infocom technologies and optimization (trends and future directions)(ICRITO), 964\u2013968. IEEE, (2020)","DOI":"10.1109\/ICRITO48877.2020.9198010"},{"key":"9872_CR4","doi-asserted-by":"publisher","first-page":"186821","DOI":"10.1109\/ACCESS.2020.3030090","volume":"8","author":"M Ndiaye","year":"2020","unstructured":"Ndiaye, M., Oyewobi, S.S., Abu-Mahfouz, A.M., Hancke, G.P., Kurien, A.M., Djouani, K.: IoT in the wake of COVID-19: a survey on contributions, challenges and evolution. IEEE Access 8, 186821\u2013186839 (2020)","journal-title":"IEEE Access"},{"issue":"4","key":"9872_CR5","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1016\/j.dsx.2020.04.041","volume":"14","author":"RP Singh","year":"2020","unstructured":"Singh, R.P., Javaid, M., Haleem, A., Suman, R.: Internet of things (IoT) applications to fight against COVID-19 pandemic. Diabetes Metab. Synd.: Clin. Res. Rev. 14(4), 521\u2013524 (2020)","journal-title":"Diabetes Metab. Synd.: Clin. Res. Rev."},{"key":"9872_CR6","doi-asserted-by":"crossref","unstructured":"Yassein, M.B., Hmeidi, I., Al-Harbi, M., Mrayan, L., Mardini, W., Khamayseh, Y.: IoT-based healthcare systems: a survey. In Proceedings of the second international conference on data science, E-learning and information systems 1\u20139. (2019)","DOI":"10.1145\/3368691.3368721"},{"key":"9872_CR7","doi-asserted-by":"crossref","unstructured":"Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on mobile cloud computing 13\u201316. (2012)","DOI":"10.1145\/2342509.2342513"},{"key":"9872_CR8","doi-asserted-by":"crossref","unstructured":"Carvalho, D., Rodrigues, L., Endo, P.T., Kosta, S., Silva, F.A.: Mobile edge computing performance evaluation using stochastic petri nets. In 2020 IEEE symposium on computers and communications (ISCC) 1\u20136. IEEE.\u00a0(2020)","DOI":"10.1109\/ISCC50000.2020.9219650"},{"key":"9872_CR9","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1016\/j.future.2019.01.021","volume":"98","author":"M Rajasekaran","year":"2019","unstructured":"Rajasekaran, M., Yassine, A., Hossain, M.S., Alhamid, M.F., Guizani, M.: Autonomous monitoring in healthcare environment: reward-based energy charging mechanism for IoMT wireless sensing nodes. Future Gener. Comput. Syst. 98, 565\u2013576 (2019)","journal-title":"Future Gener. Comput. Syst."},{"key":"9872_CR10","doi-asserted-by":"crossref","unstructured":"Chen, X., Thomas, N., Harrison, M.: Performance evaluation of scheduling policies in a smart hospital environment. In 2011 international conference on cyber-enabled distributed computing and knowledge discovery. 585\u2013592. IEEE\u00a0(2011)","DOI":"10.1109\/CyberC.2011.99"},{"issue":"8","key":"9872_CR11","doi-asserted-by":"publisher","first-page":"1864","DOI":"10.1166\/jmihi.2015.1660","volume":"5","author":"A Gomez-Sacristan","year":"2015","unstructured":"Gomez-Sacristan, A., Rodriguez-Hernandez, M.A., Sempere, V.: Evaluation of quality of service in smart-hospital communications. J. Med. Imag. Health Inform. 5(8), 1864\u20131869 (2015)","journal-title":"J. Med. Imag. Health Inform."},{"key":"9872_CR12","doi-asserted-by":"publisher","first-page":"2401","DOI":"10.1007\/s00607-021-00979-x","volume":"103","author":"L Rodrigues","year":"2021","unstructured":"Rodrigues, L., Gon\u00e7alves, I., F\u00e9, I., Endo, P.T., Silva, F.A.: Performance and availability evaluation of an smart hospital architecture. Computing 103, 2401\u20132435 (2021)","journal-title":"Computing"},{"issue":"18","key":"9872_CR13","doi-asserted-by":"publisher","first-page":"6253","DOI":"10.3390\/s21186253","volume":"21","author":"TA Nguyen","year":"2021","unstructured":"Nguyen, T.A., Fe, I., Brito, C., Kaliappan, V.K., Choi, E., Min, D., Lee, J.W., Silva, F.A.: Performability evaluation of load balancing and fail-over strategies for medical information systems with edge\/fog computing using stochastic reward nets. Sensors 21(18), 6253 (2021)","journal-title":"Sensors"},{"key":"9872_CR14","doi-asserted-by":"crossref","unstructured":"Rodrigues, L., Endo, P.T., Silva, F.A.: Stochastic model for evaluating smart hospitals performance. In 2019 IEEE Latin\u2013American conference on communications (LATINCOM) (pp. 1-6). IEEE.\u00a0(2019)","DOI":"10.1109\/LATINCOM48065.2019.8937944"},{"key":"9872_CR15","doi-asserted-by":"crossref","unstructured":"Rodrigues, L., Gon\u00e7alves, I., F\u00e9, I., Endo, P., Silva, F.A.: Modelo estoc\u00e1stico para avalia\u00e7ao de disponibilidade de hospitais inteligentes. In Anais do XIX Workshop em Desempenho de Sistemas Computacionais e de Comunica\u00e7\u00e3o. 145\u2013156. SBC.\u00a0(2020)","DOI":"10.5753\/wperformance.2020.11113"},{"key":"9872_CR16","doi-asserted-by":"publisher","first-page":"55271","DOI":"10.1109\/ACCESS.2021.3071508","volume":"9","author":"FA Silva","year":"2021","unstructured":"Silva, F.A., Nguyen, T.A., F\u00e9, I., Brito, C., Min, D., Lee, J.-W.: Performance evaluation of an internet of healthcare things for medical monitoring using m\/m\/c\/k queuing models. IEEE Access 9, 55271\u201355283 (2021)","journal-title":"IEEE Access"},{"key":"9872_CR17","doi-asserted-by":"publisher","first-page":"138267","DOI":"10.1109\/ACCESS.2021.3118010","volume":"9","author":"IS Khayal","year":"2021","unstructured":"Khayal, I.S., Farid, A.M.: A dynamic system model for personalized healthcare delivery and managed individual health outcomes. IEEE Access 9, 138267\u2013138282 (2021)","journal-title":"IEEE Access"},{"issue":"4","key":"9872_CR18","first-page":"615","volume":"21","author":"GL Santos","year":"2020","unstructured":"Santos, G.L., Gomes, D., Kelner, J., Sadok, D., Silva, F.A., Endo, P.T., Lynn, T.: The internet of things for healthcare: optimising e-health system availability in the fog and cloud. Int. J. Comput. Sci. Eng. 21(4), 615\u2013628 (2020)","journal-title":"Int. J. Comput. Sci. Eng."},{"issue":"1","key":"9872_CR19","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1049\/iet-net.2018.5067","volume":"8","author":"S El Kafhali","year":"2019","unstructured":"El Kafhali, S., Salah, K.: Performance modelling and analysis of internet of things enabled healthcare monitoring systems. IET Networks 8(1), 48\u201358 (2019)","journal-title":"IET Networks"},{"issue":"2\u20133","key":"9872_CR20","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1504\/IJGUC.2022.124381","volume":"13","author":"GL Santos","year":"2022","unstructured":"Santos, G.L., Gomes, D., Silva, F.A., Endo, P.T., Lynn, T.: Maximising the availability of an internet of medical things system using surrogate models and nature-inspired approaches. Int. J. Grid Util. Comput. 13(2\u20133), 291\u2013308 (2022)","journal-title":"Int. J. Grid Util. Comput."},{"key":"9872_CR21","doi-asserted-by":"crossref","unstructured":"da Silva Lisboa, M.F.F., Santos, G.L., Lynn, T., Sadok, D., Kelner, J., Endo, P.T.: Modeling the availability of an e-health system integrated with edge, fog and cloud infrastructures. In 2018 IEEE symposium on computers and communications (ISCC) 00416\u201300421. IEEE.\u00a0(2018)","DOI":"10.1109\/ISCC.2018.8538589"},{"issue":"21","key":"9872_CR22","doi-asserted-by":"publisher","first-page":"15704","DOI":"10.1109\/JIOT.2021.3081420","volume":"8","author":"TA Nguyen","year":"2021","unstructured":"Nguyen, T.A., Min, D., Choi, E., Lee, J.-W.: Dependability and security quantification of an internet of medical things infrastructure based on cloud-fog-edge continuum for healthcare monitoring using hierarchical models. IEEE Internet Things J. 8(21), 15704\u201315748 (2021)","journal-title":"IEEE Internet Things J."},{"key":"9872_CR23","doi-asserted-by":"crossref","unstructured":"Valentim, T., Callou, G., Vinicius, A., Fran\u00e7a, C., Tavares, E.: Availability assessment of internet of medical things architecture using private cloud. In Anais do L Semin\u00e1rio Integrado de Software e Hardware 13\u201323. SBC.\u00a0(2023)","DOI":"10.5753\/semish.2023.229386"},{"key":"9872_CR24","doi-asserted-by":"crossref","unstructured":"Strielkina, A., Kharchenko, V., Uzun, D.: Availability models for healthcare IoT systems: classification and research considering attacks on vulnerabilities. In 2018 IEEE 9th international conference on dependable systems, services and technologies (DESSERT) 58\u201362. IEEE.\u00a0(2018)","DOI":"10.1109\/DESSERT.2018.8409099"},{"issue":"2","key":"9872_CR25","doi-asserted-by":"publisher","first-page":"310","DOI":"10.3390\/iot2020016","volume":"2","author":"S Tang","year":"2021","unstructured":"Tang, S., Xie, Y.: Availability modeling and performance improving of a healthcare internet of things (iot) system. IoT 2(2), 310\u2013325 (2021)","journal-title":"IoT"},{"key":"9872_CR26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13677-018-0118-3","volume":"7","author":"GL Santos","year":"2018","unstructured":"Santos, G.L., Takako Endo, P., da Silva, Ferreira, Lisboa Tigre, M.F., Ferreira da Silva, L.G., Sadok, D., Kelner, J., Lynn, T.: Analyzing the availability and performance of an e-health system integrated with edge, fog and cloud infrastructures. J. Cloud Comput. 7, 1\u201322 (2018)","journal-title":"J. Cloud Comput."},{"key":"9872_CR27","doi-asserted-by":"crossref","unstructured":"Maciel, P., Matos, R., Silva, B., Figueiredo, J., Oliveira, D., F\u00e9, I., Maciel, R. and Dantas, J.: Mercury: Performance and dependability evaluation of systems with exponential, expolynomial, and general distributions. In 2017 IEEE 22nd Pacific Rim international symposium on dependable computing (PRDC)\u00a0 50\u201357. IEEE.\u00a0(2017)","DOI":"10.1109\/PRDC.2017.16"},{"issue":"3","key":"9872_CR28","doi-asserted-by":"publisher","first-page":"1828","DOI":"10.1007\/s11227-018-2290-0","volume":"76","author":"E Andrade","year":"2020","unstructured":"Andrade, E., Nogueira, B.: Dependability evaluation of a disaster recovery solution for iot infrastructures. J. Supercomput. 76(3), 1828\u20131849 (2020)","journal-title":"J. Supercomput."},{"key":"9872_CR29","doi-asserted-by":"crossref","unstructured":"Araujo, J., Silva, B., Oliveira, D., Maciel, P.: Dependability evaluation of a mhealth system using a mobile cloud infrastructure. In 2014 IEEE international conference on systems, man, and cybernetics (SMC) (pp. 1348-1353). IEEE.\u00a0(2014)","DOI":"10.1109\/SMC.2014.6974102"},{"issue":"7","key":"9872_CR30","doi-asserted-by":"publisher","first-page":"2191","DOI":"10.1002\/qre.1927","volume":"32","author":"I Costa","year":"2016","unstructured":"Costa, I., Araujo, J., Dantas, J., Campos, E., Silva, F.A., Maciel, P.: Availability evaluation and sensitivity analysis of a mobile backend-as-a-service platform. Qual. Reliab. Eng. Int. 32(7), 2191\u20132205 (2016)","journal-title":"Qual. Reliab. Eng. Int."},{"issue":"9","key":"9872_CR31","doi-asserted-by":"publisher","first-page":"4088","DOI":"10.3390\/app11094088","volume":"11","author":"C Brito","year":"2021","unstructured":"Brito, C., Rodrigues, L., Santos, B., F\u00e9, I., Nguyen, T.-A., Min, D., Lee, J.-W., Silva, F.A.: Stochastic model driven performance and availability planning for a mobile edge computing system. Appl. Sci. 11(9), 4088 (2021)","journal-title":"Appl. Sci."},{"issue":"10","key":"9872_CR32","doi-asserted-by":"publisher","first-page":"2401","DOI":"10.1007\/s00607-021-00979-x","volume":"103","author":"L Rodrigues","year":"2021","unstructured":"Rodrigues, L., Gon\u00e7alves, I., F\u00e9, I., Endo, P.T., Silva, F.A.: Performance and availability evaluation of an smart hospital architecture. Computing 103(10), 2401\u20132435 (2021)","journal-title":"Computing"},{"issue":"3","key":"9872_CR33","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1287\/opre.9.3.383","volume":"9","author":"JDC Little","year":"1961","unstructured":"Little, J.D.C.: A proof for the queuing formula: L= \u03bbw. Oper. Res. 9(3), 383\u2013387 (1961)","journal-title":"Oper. Res."},{"issue":"21","key":"9872_CR34","doi-asserted-by":"publisher","first-page":"2626","DOI":"10.3390\/electronics10212626","volume":"10","author":"L Feitosa","year":"2021","unstructured":"Feitosa, L., Gon\u00e7alves, G., Nguyen, T.A., Lee, J.W., Silva, F.A.: Performance evaluation of message routing strategies in the internet of robotic things using the d\/m\/c\/k\/fcfs queuing network. Electronics 10(21), 2626 (2021)","journal-title":"Electronics"},{"issue":"3","key":"9872_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10922-021-09592-x","volume":"29","author":"L Santos","year":"2021","unstructured":"Santos, L., Cunha, B., F\u00e9, I., Vieira, M., Silva, F.A.: Data processing on edge and cloud: a performability evaluation and sensitivity analysis. J. Network Syst. Manag. 29(3), 1\u201324 (2021)","journal-title":"J. Network Syst. Manag."}],"container-title":["Journal of Network and Systems Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-024-09872-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10922-024-09872-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10922-024-09872-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T11:20:35Z","timestamp":1730287235000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10922-024-09872-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":35,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["9872"],"URL":"https:\/\/doi.org\/10.1007\/s10922-024-09872-2","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-3537825\/v1","asserted-by":"object"}]},"ISSN":["1064-7570","1573-7705"],"issn-type":[{"value":"1064-7570","type":"print"},{"value":"1573-7705","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]},"assertion":[{"value":"1 November 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 September 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 October 2024","order":3,"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 no relevant financial or non-financial interests to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical Approval"}}],"article-number":"99"}}