{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T10:42:50Z","timestamp":1761129770291,"version":"3.37.3"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2020,10,14]],"date-time":"2020-10-14T00:00:00Z","timestamp":1602633600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,10,14]],"date-time":"2020-10-14T00:00:00Z","timestamp":1602633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Sign Process Syst"],"published-print":{"date-parts":[[2022,3]]},"DOI":"10.1007\/s11265-020-01602-6","type":"journal-article","created":{"date-parts":[[2020,10,14]],"date-time":"2020-10-14T04:12:57Z","timestamp":1602648777000},"page":"283-291","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["An Internet of Agents Architecture for Training and Deployment of Deep Convolutional Models"],"prefix":"10.1007","volume":"94","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7665-943X","authenticated-orcid":false,"given":"Luis","family":"Rodriguez-Benitez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos C\u00f3rdoba","family":"Ruiz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis Caba\u00f1ero","family":"G\u00f3mez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ram\u00f3n","family":"Herv\u00e1s","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis","family":"Jimenez-Linares","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,10,14]]},"reference":[{"issue":"3-4","key":"1602_CR1","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1007\/s11761-018-0238-0","volume":"12","author":"J Aguilar","year":"2018","unstructured":"Aguilar, J., & Exposito, E. (2018). Fog computing for the integration of agents and web services in an autonomic reflexive middleware. Service Oriented Computing and Applications, 12(3-4), 333\u2013347.","journal-title":"Service Oriented Computing and Applications"},{"key":"1602_CR2","doi-asserted-by":"publisher","first-page":"101608","DOI":"10.1016\/j.scs.2019.101608","volume":"49","author":"F Al-Turjman","year":"2019","unstructured":"Al-Turjman, F., & Malekloo, A. (2019). Smart Parking in IoT-enabled Cities: A Survey. Sustainable Cities and Society, 49, 101608. https:\/\/doi.org\/10.1016\/j.scs.2019.101608.","journal-title":"Sustainable Cities and Society"},{"issue":"1","key":"1602_CR3","first-page":"1","volume":"62","author":"A Aref","year":"2019","unstructured":"Aref, A., & Tran, T. (2019). An integrated trust establishment model for the Internet of Agents. Knowledge and Information Systems, 62(1), 1\u201327.","journal-title":"Knowledge and Information Systems"},{"issue":"C November 2016","key":"1602_CR4","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/j.jnca.2016.09.004","volume":"75","author":"P Bartolomeu","year":"2016","unstructured":"Bartolomeu, P., Alam, M., Ferreira, J., & Fonseca, J. (2016). Survey on low power real-time wireless MAC protocols. Journal of Network and Computer Applications, 75(C November 2016), 293\u2013316.","journal-title":"Journal of Network and Computer Applications"},{"key":"1602_CR5","first-page":"89","volume":"116","author":"N Bui Khac Hoai","year":"2017","unstructured":"Bui Khac Hoai, N., & Jung, J. (2017). Internet of Agents framework for connected vehicles: A case study on distributed traffic control system. Journal of Parallel and Distributed Computing., 116, 89\u201395.","journal-title":"Journal of Parallel and Distributed Computing."},{"issue":"2","key":"1602_CR6","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1007\/s11276-017-1593-z","volume":"25","author":"T Chi","year":"2019","unstructured":"Chi, T., & Chen, M. (2019). A frequency hopping method for spatial RFID\/wifi\/bluetooth scheduling in agricultural IoT. Wireless Networks, 25(2), 805\u2013817.","journal-title":"Wireless Networks"},{"key":"1602_CR7","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1016\/j.procs.2016.05.045","volume":"86","author":"K Chooruang","year":"2016","unstructured":"Chooruang, K. (2016). Komkrit and p. Mangkalakeeree wireless heart rate monitoring system using MQTT. Procedia Computer Science, 86, 160\u2013163.","journal-title":"Procedia Computer Science"},{"issue":"4","key":"1602_CR8","first-page":"9889","volume":"22","author":"L Deng","year":"2018","unstructured":"Deng, L., Li, D., & Yao, X. (2018). Mobile network intrusion detection for IoT system based on transfer learning algorithm. Cluster Computing, 22(4), 9889\u20139904.","journal-title":"Cluster Computing"},{"issue":"3","key":"1602_CR9","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1007\/s00521-018-03971-3","volume":"32","author":"S Dong","year":"2019","unstructured":"Dong, S., Gao, Z., Pirbhulal, S., & et al. (2019). IoT-based 3D convolution for video salient object detection. Neural Computing and Applications, 32(3), 735\u2013746.","journal-title":"Neural Computing and Applications"},{"key":"1602_CR10","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1016\/j.future.2019.05.074","volume":"100","author":"C Dourado","year":"2019","unstructured":"Dourado, C., & et al. (2019). A new approach for mobile robot localization based on an online IoT system. Future Generation Computer Systems, 100, 859\u2013881.","journal-title":"Future Generation Computer Systems"},{"issue":"2","key":"1602_CR11","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1007\/s10458-017-9378-4","volume":"32","author":"A Erlank","year":"2017","unstructured":"Erlank, A., & Bridges, C. (2017). A hybrid real-time agent platform for fault-tolerant, embedded applications. Autonomous Agents and Multi-Agent Systems, 32(2), 252\u2013274.","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"key":"1602_CR12","doi-asserted-by":"crossref","unstructured":"Hu, P. (2015). A system architecture for software-defined industrial internet of things. In 2015 IEEE International conference on ubiquitous wireless broadband. IEEE, pp 1\u20135.","DOI":"10.1109\/ICUWB.2015.7324414"},{"key":"1602_CR13","doi-asserted-by":"publisher","first-page":"1765","DOI":"10.1007\/s11277-016-3398-2","volume":"91","author":"H-C Hwang","year":"2016","unstructured":"Hwang, H.-C., Park, J., & Jin, J.S. (2016). Design and implementation of a reliable message transmission system based on MQTT protocol in IoT. Wireless Personal Communications, 91, 1765\u20131777.","journal-title":"Wireless Personal Communications"},{"key":"1602_CR14","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1007\/s10586-016-0667-5","volume":"20","author":"H Kim","year":"2017","unstructured":"Kim, H., & Kim, J. (2017). A load balancing scheme based on deep-learning in IoT. Cluster Computing, 20, 873\u2013878.","journal-title":"Cluster Computing"},{"key":"1602_CR15","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.iot.2018.12.001","volume":"5","author":"B Kizilkaya","year":"2018","unstructured":"Kizilkaya, B., Caglar, M., Al-Turjman, F., & Ever, E. (2018). Binary search tree based hierarchical placement algorithm for IoT based smart parking applications. Internet of Things, 5, 71\u201383.","journal-title":"Internet of Things"},{"key":"1602_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jisa.2019.02.005","volume":"46","author":"A Lohachab","year":"2019","unstructured":"Lohachab, A. (2019). ECC based inter-device authentication and authorization scheme using MQTT for IoT networks. Journal of Information Security and Applications, 46, 1\u201312. https:\/\/doi.org\/10.1016\/j.jisa.2019.02.005.","journal-title":"Journal of Information Security and Applications"},{"issue":"3","key":"1602_CR17","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1023\/A:1009621729979","volume":"16","author":"PD O\u2019Brien","year":"1998","unstructured":"O\u2019Brien, P.D., & Nicol, R.C. (1998). FIPA \u2014 Towards a standard for software agents. BT Technology Journal, 16(3), 51\u201359.","journal-title":"BT Technology Journal"},{"key":"1602_CR18","doi-asserted-by":"crossref","unstructured":"Ozawa, S., Ban, T., Hashimoto, N., Nakazato, J., & Shimamura, J. (2019). A study of IoT malware activities using association rule learning for darknet sensor data, (Vol. 19.","DOI":"10.1007\/s10207-019-00439-w"},{"key":"1602_CR19","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1007\/s10458-018-9399-7","volume":"33","author":"P Pico-Valencia","year":"2019","unstructured":"Pico-Valencia, P., Holgado-Terriza, J., & Senso, J. (2019). Towards an internet of agents model based on linked open data approach. Autonomous Agents and Multi-Agent Systems, 33, 84\u2013131.","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"issue":"4","key":"1602_CR20","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1023\/A:1010016503852","volume":"2","author":"J Pitt","year":"1999","unstructured":"Pitt, J., & Mamdani, A. (1999). Some remarks on the semantics of FIPA\u2019s agent communication language. Autonomous Agents and Multi-Agent Systems, 2(4), 333\u2013356.","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"key":"1602_CR21","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.ifacol.2016.07.169","volume":"49","author":"M Prada","year":"2016","unstructured":"Prada, M., Reguera, P., Alonso, S., & et al. (2016). Communication with resource-constrained devices through MQTT for control education. IFAC-PapersOnLine, 49, 150\u2013155. https:\/\/doi.org\/10.1016\/j.ifacol.2016.07.169.","journal-title":"IFAC-PapersOnLine"},{"key":"1602_CR22","doi-asserted-by":"crossref","unstructured":"Pramudianto, F., Simon, J., Eisenhauer, M., Khaleel, H., Pastrone, C., & et al. (2013). Prototyping the Internet of Things for the future factory using a SOA-based middleware and reliable WSNs, 2013 IEEE 18th Conference on Emerging Technologies and Factory Automation, p. 14.","DOI":"10.1109\/ETFA.2013.6648066"},{"key":"1602_CR23","first-page":"222","volume":"65","author":"MK Priyan","year":"2017","unstructured":"Priyan, M.K., & Gandhi, U. (2017). A novel three-tier internet of things architecture with machine learning algorithm for early detection of heart diseases. Computers and Electrical Engineering, 65, 222\u2013235.","journal-title":"Computers and Electrical Engineering"},{"key":"1602_CR24","doi-asserted-by":"publisher","first-page":"7","DOI":"10.5120\/ijca2017913001","volume":"159","author":"S Rawal","year":"2017","unstructured":"Rawal, S. (2017). Iot based smart irrigation system. International Journal of Computer Applications., 159, 7\u201311.","journal-title":"International Journal of Computer Applications."},{"issue":"1","key":"1602_CR25","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/s11235-018-00543-7","volume":"72","author":"LB Sanchez","year":"2019","unstructured":"Sanchez, L.B., Line, & Aguilar, J. (2019). An approach to support traffic engineering in IPv6 networks based on IPv6 facilities. Telecommunication Systems, 72(1), 11\u201327. https:\/\/doi.org\/10.1007\/s11235-018-00543-7.","journal-title":"Telecommunication Systems"},{"key":"1602_CR26","doi-asserted-by":"crossref","unstructured":"Satpathy, S., Mohan, P., Das, S., & et al. (2019). A new healthcare diagnosis system using an IoT-based fuzzy classifier with FPGA. The Journal of Supercomputing.","DOI":"10.1007\/s11227-019-03013-2"},{"key":"1602_CR27","doi-asserted-by":"crossref","unstructured":"Shapsough, S., Takrouri, M., Dhaouadi, R., & Zualkernan, I. (2018). Using IoT and smart monitoring devices to optimize the efficiency of large-scale distributed solar farms. Wireless Networks.","DOI":"10.1007\/s11276-018-01918-z"},{"key":"1602_CR28","doi-asserted-by":"crossref","unstructured":"Sharma, N., & Singh, A. (2019). Diabetes Detection and Prediction Using Machine Learning\/IoT: A Survey: Second International Conference, ICAICR 2018, Shimla, India, July 14\u201315, 2018, Revised Selected Papers, Part I.","DOI":"10.1007\/978-981-13-3140-4_42"},{"issue":"20","key":"1602_CR29","doi-asserted-by":"publisher","first-page":"27661","DOI":"10.1007\/s11042-018-5942-4","volume":"77","author":"T Terzidou","year":"2018","unstructured":"Terzidou, T., Tsiatsos, T., & Apostolidis, H. (2018). Architecture and interaction protocol for pedagogical-empathic agents in 3D virtual learning environments. Multimedia Tools and Applications, 77(20), 27661\u201327684.","journal-title":"Multimedia Tools and Applications"},{"issue":"10","key":"1602_CR30","doi-asserted-by":"publisher","first-page":"1205","DOI":"10.1007\/s11265-019-01461-w","volume":"91","author":"D Wang","year":"2019","unstructured":"Wang, D., Guo, Q., Song, Y., Gao, S., & Li, Y. (2019). Application of multiscale learning neural network based on CNN in bearing fault diagnosis. Journal of Signal Processing Systems, 91(10), 1205\u20131217.","journal-title":"Journal of Signal Processing Systems"},{"issue":"5-6","key":"1602_CR31","doi-asserted-by":"publisher","first-page":"801","DOI":"10.1007\/s00779-018-01196-8","volume":"23","author":"D Yacchirema","year":"2019","unstructured":"Yacchirema, D., Puga, J., Palau, C., & Esteve, M. (2019). Fall detection system for elderly people using IoT and ensemble machine learning algorithm. Personal and Ubiquitous Computing, 23(5-6), 801\u2013817.","journal-title":"Personal and Ubiquitous Computing"},{"key":"1602_CR32","unstructured":"Zeybek, T., Hwa Chang, C., & Yang, Z. (2019). An IoT implementation for manufacturing using Wi-Fi, 6loWPAN, and MQTT. In Proceedings of the 2019 international conference on embedded wireless systems and networks (EWSN \u201919). Junction Publishing, USA, pp 362\u2013366."},{"issue":"10","key":"1602_CR33","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1007\/s11265-019-1438-3","volume":"91","author":"H Zhang","year":"2019","unstructured":"Zhang, H., Lu, Z., Xu, K., & et al. (2019). Artificial Intelligence Platform for Mobile Service Computing. Journal of Signal Processing Systems, 91(10), 1179\u20131189.","journal-title":"Journal of Signal Processing Systems"}],"container-title":["Journal of Signal Processing Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-020-01602-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11265-020-01602-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-020-01602-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T04:50:19Z","timestamp":1647319819000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11265-020-01602-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,14]]},"references-count":33,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,3]]}},"alternative-id":["1602"],"URL":"https:\/\/doi.org\/10.1007\/s11265-020-01602-6","relation":{},"ISSN":["1939-8018","1939-8115"],"issn-type":[{"type":"print","value":"1939-8018"},{"type":"electronic","value":"1939-8115"}],"subject":[],"published":{"date-parts":[[2020,10,14]]},"assertion":[{"value":"1 November 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 August 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 September 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 October 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}