{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T03:10:05Z","timestamp":1743995405740,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031877681","type":"print"},{"value":"9783031877698","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-87769-8_2","type":"book-chapter","created":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T02:36:22Z","timestamp":1743993382000},"page":"12-20","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Ensuring IoT System Fault Tolerance Using Deep Learning and\u00a0Multi-Criteria Decision Analysis"],"prefix":"10.1007","author":[{"given":"Abdelhammid","family":"Bouazza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hichem","family":"Debbi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hicham","family":"Lakhlef","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,8]]},"reference":[{"key":"2_CR1","doi-asserted-by":"publisher","first-page":"109964","DOI":"10.1016\/j.comnet.2023.109964","volume":"235","author":"FB Abbasi","year":"2023","unstructured":"Abbasi, F.B., Rezaee, A., Adabi, S., Movaghar, A.: Fault-tolerant scheduling of graph-based loads on fog\/cloud environments with multi-level queues and LSTM-based workload prediction. Comput. Netw. 235, 109964 (2023)","journal-title":"Comput. Netw."},{"key":"2_CR2","doi-asserted-by":"publisher","DOI":"10.33130\/ajct.2021v07i01.011","author":"A Agrawal","year":"2021","unstructured":"Agrawal, A., Toshniwal, D.: Fault tolerance in IoT: techniques and comparative study. Asian J. Convergence Technol. (2021). https:\/\/doi.org\/10.33130\/ajct.2021v07i01.011","journal-title":"Asian J. Convergence Technol."},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Asadi, N., Goudarzi, M.: Variant parallelism: lightweight deep convolutional models for distributed inference on IoT devices. IEEE Internet Things J. (2023) (in press)","DOI":"10.1109\/JIOT.2023.3285877"},{"key":"2_CR4","unstructured":"Bouazza, A., Debbi, H., Lakhlef, H.: Machine learning-based intrusion detection system against routing attacks in the internet of things. In: Proceedings CEUR-WS, vol. 1613, p. 0073 (2022)"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Ferreira, F.H.C., Nakagawa, E.Y., Bertolino, A., Lonetti, F., de Oliveira Neves, V., dos Santos, R.P.: A framework for the design of fault-tolerant systems-of-systems. J. Syst. Softw. 11, 2010 (2024)","DOI":"10.1016\/j.jss.2024.112010"},{"key":"2_CR6","doi-asserted-by":"publisher","DOI":"10.3390\/s21217181","author":"M Melo","year":"2021","unstructured":"Melo, M., de Aquino, G.S.: FaTEMa: a framework for multi-layer fault tolerance in IoT systems. Sensors (2021). https:\/\/doi.org\/10.3390\/s21217181","journal-title":"Sensors"},{"key":"2_CR7","doi-asserted-by":"publisher","first-page":"100909","DOI":"10.1016\/j.iot.2023.100909","volume":"23","author":"MI Khaleel","year":"2023","unstructured":"Khaleel, M.I.: A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing. Internet Things 23, 100909 (2023)","journal-title":"Internet Things"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Kim, S., Chen, L., Kim, J.: Intrusion prediction using LSTM and GRU with UNSW-NB15. In: 2021 Computing, Communications and IoT Applications (ComComAp), pp. 101\u2013106. IEEE (2021)","DOI":"10.1109\/ComComAp53641.2021.9652926"},{"key":"2_CR9","unstructured":"Lab of UNSW Canberra. The UNSW-NB15 dataset (2023). https:\/\/research.unsw.edu.au\/projects\/unsw-nb15-dataset, Accessed 25 Oct 2023"},{"key":"2_CR10","volume-title":"The Internet of Things","author":"M Medina","year":"2018","unstructured":"Medina, M.: The Internet of Things. SAGE Publications, London (2018)"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Qi, Y., Shao, S., Wu, S., Qiu, X., Guo, S., Guo, S.: A distributed intelligent service trusted provision approach for IoT. IEEE Internet Things J. (2023). (in press)","DOI":"10.1109\/JIOT.2023.3303927"},{"key":"2_CR12","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1016\/j.procs.2024.08.099","volume":"242","author":"CZ Radulescu","year":"2024","unstructured":"Radulescu, C.Z., Radulescu, M., Boncea, R.: A linear trade-off group topsis method with application for internet of things devices ranking. Procedia Comput. Sci. 242, 528\u2013535 (2024)","journal-title":"Procedia Comput. Sci."},{"issue":"11","key":"2_CR13","doi-asserted-by":"publisher","first-page":"8702","DOI":"10.3390\/su15118702","volume":"15","author":"A Reyana","year":"2023","unstructured":"Reyana, A., Kautish, S., Alnowibet, K.A., Zawbaa, H.M., Wagdy Mohamed, A.: Opportunities of IoT in fog computing for high fault tolerance and sustainable energy optimization. Sustainability 15(11), 8702 (2023)","journal-title":"Sustainability"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1007\/s10796-014-9489-2","volume":"17","author":"A Whitmore","year":"2015","unstructured":"Whitmore, A., Agarwal, A., Da Xu, L.: The internet of things-a survey of topics and trends. Inf. Syst. Front. 17, 261\u2013274 (2015)","journal-title":"Inf. Syst. Front."},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Zafar, N., Khanna, A., Jain, S., Ali, Z., Ahamed, J.: Safeguarding IoT: harnessing practical byzantine fault tolerance for robust security. In: International Conference on Data Analytics & Management, pp. 287\u2013301. Springer (2023)","DOI":"10.1007\/978-981-99-6544-1_22"},{"key":"2_CR16","unstructured":"Synthetic Dataset repository generated using the Cooja simulator in conjunction with the Routing Protocol for Low-Power and Lossy Networks (RPL). GitHub. Available via GitHub. https:\/\/github.com\/bouazza-14\/Dataset. Cited 23 Jan 2025"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advanced Information Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-87769-8_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T02:36:39Z","timestamp":1743993399000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-87769-8_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031877681","9783031877698"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-87769-8_2","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"value":"2367-4512","type":"print"},{"value":"2367-4520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"8 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Barcelona","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"39","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aina0","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}