{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T13:15:51Z","timestamp":1721654151164},"reference-count":82,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2018,10,10]],"date-time":"2018-10-10T00:00:00Z","timestamp":1539129600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["CNECT-ICT-643943"],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"The Internet of Things (IoT) concept has attracted a lot of attention from the research and innovation community for a number of years already. One of the key drivers for this hype towards the IoT is its applicability to a plethora of different application domains. However, infrastructures enabling experimental assessment of IoT solutions are scarce. Being able to test and assess the behavior and the performance of any piece of technology (i.e., protocol, algorithm, application, service, etc.) under real-world circumstances is of utmost importance to increase the acceptance and reduce the time to market of these innovative developments. This paper describes the federation of eleven IoT deployments from heterogeneous application domains (e.g., smart cities, maritime, smart building, crowd-sensing, smart grid, etc.) with over 10,000 IoT devices overall which produce hundreds of thousands of observations per day. The paper summarizes the resources that are made available through a cloud-based platform. The main contributions from this paper are twofold. In the one hand, the insightful summary of the federated data resources are relevant to the experimenters that might be seeking for an experimental infrastructure to assess their innovations. On the other hand, the identification of the challenges met during the testbed integration process, as well as the mitigation strategies that have been implemented to face them, are of interest for testbed providers that can be considering to join the federation.<\/jats:p>","DOI":"10.3390\/s18103375","type":"journal-article","created":{"date-parts":[[2018,10,10]],"date-time":"2018-10-10T15:53:13Z","timestamp":1539186793000},"page":"3375","source":"Crossref","is-referenced-by-count":23,"title":["Federation of Internet of Things Testbeds for the Realization of a Semantically-Enabled Multi-Domain Data Marketplace"],"prefix":"10.3390","volume":"18","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-0136-3420","authenticated-orcid":false,"given":"Luis","family":"S\u00e1nchez","sequence":"first","affiliation":[{"name":"Network Planning and Mobile Communications Lab, Universidad de Cantabria, Edificio de Ingenier\u00eda de Telecomunicaciones, Plaza de la Ciencia s\/n, 39005 Santander, Spain"}]},{"given":"Jorge","family":"Lanza","sequence":"additional","affiliation":[{"name":"Network Planning and Mobile Communications Lab, Universidad de Cantabria, Edificio de Ingenier\u00eda de Telecomunicaciones, Plaza de la Ciencia s\/n, 39005 Santander, Spain"}]},{"given":"Juan Ram\u00f3n","family":"Santana","sequence":"additional","affiliation":[{"name":"Network Planning and Mobile Communications Lab, Universidad de Cantabria, Edificio de Ingenier\u00eda de Telecomunicaciones, Plaza de la Ciencia s\/n, 39005 Santander, Spain"}]},{"ORCID":"http:\/\/orcid.org\/0000-0001-7971-3246","authenticated-orcid":false,"given":"Rachit","family":"Agarwal","sequence":"additional","affiliation":[{"name":"MiMove Team, Inria Paris. 2 Rue Simon Iff, 75012 Paris, France"}]},{"given":"Pierre Guillaume","family":"Raverdy","sequence":"additional","affiliation":[{"name":"MiMove Team, Inria Paris. 2 Rue Simon Iff, 75012 Paris, France"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-9134-0232","authenticated-orcid":false,"given":"Tarek","family":"Elsaleh","sequence":"additional","affiliation":[{"name":"Institute for Communication Systems, University of Surrey, James Clerk Maxwell Building, Guildford, Surrey, Guildford GU2 7XH, UK"}]},{"given":"Yasmin","family":"Fathy","sequence":"additional","affiliation":[{"name":"Institute for Communication Systems, University of Surrey, James Clerk Maxwell Building, Guildford, Surrey, Guildford GU2 7XH, UK"}]},{"given":"SeungMyeong","family":"Jeong","sequence":"additional","affiliation":[{"name":"Korea Electronics Technology Institute (KETI), Seongnam 13509, Korea"}]},{"given":"Aris","family":"Dadoukis","sequence":"additional","affiliation":[{"name":"Network Implementation Testbed Lab, Univesity of Thessaly, Volos 38221, Greece"}]},{"given":"Thanasis","family":"Korakis","sequence":"additional","affiliation":[{"name":"Network Implementation Testbed Lab, Univesity of Thessaly, Volos 38221, Greece"}]},{"given":"Stratos","family":"Keranidis","sequence":"additional","affiliation":[{"name":"Gridnet, Volos 38222, Greece"}]},{"given":"Philip","family":"O\u2019Brien","sequence":"additional","affiliation":[{"name":"Telecommunications Software & Systems Group, Waterford Institute of Technology, Waterford X91 P20H, Ireland"}]},{"given":"Jerry","family":"Horgan","sequence":"additional","affiliation":[{"name":"Telecommunications Software & Systems Group, Waterford Institute of Technology, Waterford X91 P20H, Ireland"}]},{"given":"Antonio","family":"Sacchetti","sequence":"additional","affiliation":[{"name":"Tera s.r.l., Conversano 70014, Italy"}]},{"given":"Giuseppe","family":"Mastandrea","sequence":"additional","affiliation":[{"name":"Tera s.r.l., Conversano 70014, Italy"}]},{"given":"Alexandros","family":"Fragkiadakis","sequence":"additional","affiliation":[{"name":"Institute of Computer Science, FORTH, Heraklion GR-700 13, Greece"}]},{"given":"Pavlos","family":"Charalampidis","sequence":"additional","affiliation":[{"name":"Institute of Computer Science, FORTH, Heraklion GR-700 13, Greece"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-8768-9431","authenticated-orcid":false,"given":"Nicolas","family":"Seydoux","sequence":"additional","affiliation":[{"name":"Laboratory for Analysis and Architecture of Systems, CNRS, 7, avenue du Colonel Roche BP 54200 31031 Toulouse CEDEX 4, France"}]},{"given":"Christelle","family":"Ecrepont","sequence":"additional","affiliation":[{"name":"Laboratory for Analysis and Architecture of Systems, CNRS, 7, avenue du Colonel Roche BP 54200 31031 Toulouse CEDEX 4, France"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-2843-3727","authenticated-orcid":false,"given":"Mengxuan","family":"Zhao","sequence":"additional","affiliation":[{"name":"Easy Global Market, Le Thalassa, Bat B, 444 Route des Dolines, Valbone 06560, France"}]}],"member":"1968","published-online":{"date-parts":[[2018,10,10]]},"reference":[{"key":"ref_1","unstructured":"Thomke, S.H. (2003). Experimentation Matters: Unlocking the Potential of New Technologies for Innovation, Harvard Business School Press."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"9575","DOI":"10.1109\/ACCESS.2016.2647499","article-title":"IEEE Access Special Section Editorial: The Plethora of Research in Internet of Things (IoT)","volume":"4","author":"Rachedi","year":"2016","journal-title":"IEEE Access"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"5051915","DOI":"10.1155\/2017\/5051915","article-title":"An IoT-Aware Architecture for Collecting and Managing Data Related to Elderly Behavior","volume":"2017","author":"Almeida","year":"2017","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"3238","DOI":"10.1109\/ACCESS.2016.2582153","article-title":"Design and Implementation of LPWA-Based Air Quality Monitoring System","volume":"4","author":"Zheng","year":"2016","journal-title":"IEEE Access"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"2885","DOI":"10.1109\/ACCESS.2016.2574199","article-title":"Residence Energy Control System Based on Wireless Smart Socket and IoT","volume":"4","author":"Tsai","year":"2016","journal-title":"IEEE Access"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"8977","DOI":"10.1109\/ACCESS.2016.2631152","article-title":"Mobile Services for Customization Manufacturing Systems: An Example of Industry 4.0","volume":"4","author":"Wan","year":"2016","journal-title":"IEEE Access"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"2347","DOI":"10.1109\/COMST.2015.2444095","article-title":"Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications","volume":"17","author":"Guizani","year":"2015","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1145","DOI":"10.1002\/spe.2274","article-title":"Big data for smart cities with KNIME a real experience in the SmartSantander testbed","volume":"45","author":"Jara","year":"2015","journal-title":"Softw. Pract. Exp."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Treboux, J., Jara, A.J., Dufour, L., and Genoud, D. (2015, January 9\u201312). A predictive data-driven model for traffic-jams forecasting in smart santader city-scale testbed. Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), New Orleans, LA, USA.","DOI":"10.1109\/WCNCW.2015.7122530"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1016\/j.bjp.2013.12.020","article-title":"SmartSantander: IoT experimentation over a smart city testbed","volume":"61","author":"Sanchez","year":"2014","journal-title":"Comput. Netw."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Adjih, C., Baccelli, E., Fleury, E., Harter, G., Mitton, N., Noel, T., Pissard-Gibollet, R., Saint-Marcel, F., Schreiner, G., Vandaele, J., and Watteyne, T. (2015, January 14\u201316). FIT IoT-LAB: A large scale open experimental IoT testbed. Proceedings of the IEEE 2nd World Forum on Internet of Things (WF-IoT), Milan, Italy.","DOI":"10.1109\/WF-IoT.2015.7389098"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Latre, S., Leroux, P., Coenen, T., Braem, B., Ballon, P., and Demeester, P. (2016, January 12\u201315). City of things: An integrated and multi-technology testbed for IoT smart city experiments. Proceedings of the 2016 IEEE International Smart Cities Conference (ISC2), Trento, Italy.","DOI":"10.1109\/ISC2.2016.7580875"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1109\/MCOM.2011.6069710","article-title":"A survey on facilities for experimental internet of things research","volume":"49","author":"Gluhak","year":"2011","journal-title":"IEEE Commun. Mag."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Tonneau, A.-S., Mitton, N., and Vandaele, J. (2014, January 26\u201328). A Survey on (mobile) Wireless Sensor Network Experimentation Testbeds. Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, Marina Del Rey, CA, USA.","DOI":"10.1109\/DCOSS.2014.41"},{"key":"ref_15","unstructured":"(2018, May 10). FIESTA-IoT Project. Available online: http:\/\/fiesta-iot.eu\/."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Lanza, J., S\u00e1nchez, L., Santana, J.R., Agarwal, R., Kefalakis, N., Grace, P., Elsaleh, T., Zhao, M., Tragos, E., and Nguyen, H. (2018). Experimentation as a Service over Semantically Interoperable Internet of Things Testbeds. IEEE Access, 6.","DOI":"10.1109\/ACCESS.2018.2867452"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1145\/2063176.2063198","article-title":"Flexible experimentation in wireless sensor networks","volume":"55","author":"Coulson","year":"2012","journal-title":"Commun. ACM"},{"key":"ref_18","unstructured":"Vandenberghe, W., Vermeulen, B., Demeester, P., Willner, A., Papavassiliou, S., Gavras, A., Sioutis, M., Quereilhac, A., Al-Hazmi, Y., and Lobillo, F. (2013, January 3\u20135). Architecture for the heterogeneous federation of future internet experimentation facilities. Proceedings of the Future Network and Mobile Summit, Lisboa, Portugal."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Kavoussanakis, K., Hume, A., Martrat, J., Ragusa, C., Gienger, M., Campowsky, K., Van Seghbroeck, G., V\u00e1zquez, C., Velayos, C., and Gittler, F. (2013, January 2\u20135). Bonfire: The clouds and services testbed. Proceedings of the 2013 IEEE 5th International Conference on Cloud Computing Technology and Science (CloudCom), Bristol, UK.","DOI":"10.1109\/CloudCom.2013.156"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/j.bjp.2013.12.037","article-title":"GENI: A federated testbed for innovative network experiments","volume":"61","author":"Berman","year":"2014","journal-title":"Comput. Netw."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1145\/2557968.2557975","article-title":"LiveLabs","volume":"17","author":"Misra","year":"2013","journal-title":"ACM SIGMOBILE Mob. Comput. Commun. Rev."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1109\/MCOM.2014.6917406","article-title":"The participact mobile crowd sensing living lab: The testbed for smart cities","volume":"52","author":"Cardone","year":"2014","journal-title":"IEEE Commun. Mag."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1109\/MC.2011.67","article-title":"Everything as a service: Powering the new information economy","volume":"44","author":"Banerjee","year":"2011","journal-title":"Computer"},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Alay, \u00d6., Lutu, A., Pe\u00f3n-Quir\u00f3s, M., Mancuso, V., Hirsch, T., Evensen, K., Hansen, A., Alfredsson, S., Karlsson, J., and Brunstrom, A. (2017, January 16\u201320). Experience: An open platform for experimentation with commercial mobile broadband networks. Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, Snowbird, UT, USA.","DOI":"10.1145\/3117811.3117812"},{"key":"ref_25","unstructured":"Boniface, M., Crowle, S., Phillips, S., Rosati, J., Trossen, D., and Carrozzo, G. (2017, January 13\u201315). Experimentation-as-a-Service methodology for building urban-scale media ecosystems. Proceedings of the European Conference on Networks and Communications, Oulu, Finland."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1002\/ett.2704","article-title":"Sensing as a service model for smart cities supported by Internet of Things","volume":"25","author":"Perera","year":"2014","journal-title":"Trans. Emerg. Telecommun. Technol."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1007\/s11277-014-2223-z","article-title":"Lessons from smartcampus: external experimenting with user-centric internet-of-things testbed","volume":"93","author":"Nati","year":"2017","journal-title":"Wirel. Pers. Commun."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Santana, J.R., Galache, J.A., Akiyama, T., Gurgen, L., Matsuoka, M., Maggio, M., and Murata, S. (2015, January 16\u201318). Festival: Towards an intercontinental federation approach. Proceedings of the International Conference on Mobile Networks and Management, Santander, Spain.","DOI":"10.1007\/978-3-319-26925-2_20"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Guti\u00e9rrez, V., Theodoridis, E., Mylonas, G., Shi, F., Adeel, U., Diez, L., Amaxilatis, D., Choque, J., Camprodom, G., and McCann, J. (2016). Co-creating the cities of the future. Sensors, 16.","DOI":"10.3390\/s16111971"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Willner, A., Giatili, M., Grosso, P., Papagianni, C., Morsey, M., and Baldin, I. (2017). Using Semantic Web Technologies to Query and Manage Information within Federated Cyber-Infrastructures. Data, 2.","DOI":"10.3390\/data2030021"},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Avgeris, M., Kalatzis, N., Dechouniotis, D., Roussaki, I., and Papavassiliou, S. (2017, January 20\u201322). Semantic Resource Management of Federated IoT Testbeds. Proceedings of the 16th International Conference on Ad-Hoc Networks and Wireless, Messina, Italy.","DOI":"10.1007\/978-3-319-67910-5_3"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2017\/9731806","article-title":"Semantic Interoperability in Heterogeneous IoT Infrastructure for Healthcare","volume":"2017","author":"Jabbar","year":"2017","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"ref_33","unstructured":"Tachmazidis, I., Batsakis, S., Davies, J., Duke, A., Vallati, M., Antoniou, G., and Clarke, S.S. (June, January 28). A Hypercat-enabled semantic Internet of Things data hub. Proceedings of the 16th European Semantic Web Conference, Portoro\u017e, Slovenia."},{"key":"ref_34","first-page":"147","article-title":"Enabling Interoperability in the Internet of Things: A OSGi Semantic Information Broker Implementation","volume":"13","author":"Viola","year":"2017","journal-title":"Int. J. Semant. Web Inf. Syst."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Palavalli, A., Karri, D., and Pasupuleti, S. (2016, January 4\u20136). Semantic Internet of Things. Proceedings of the IEEE Tenth International Conference on Semantic Computing (ICSC), Laguna Hills, CA, USA.","DOI":"10.1109\/ICSC.2016.35"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MCOM.2016.1600460CM","article-title":"Standards-Based Worldwide Semantic Interoperability for IoT","volume":"54","author":"Kovacs","year":"2016","journal-title":"IEEE Commun. Mag."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Agarwal, R., Fernandez, D.G., Elsaleh, T., Gyrard, A., Lanza, J., Sanchez, L., Georgantas, N., and Issarny, V. (2016, January 12\u201314). Unified IoT ontology to enable interoperability and federation of testbeds. Proceedings of the IEEE 3rd World Forum on Internet of Things (WF-IoT), Reston, VA, USA.","DOI":"10.1109\/WF-IoT.2016.7845470"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1145\/2481528.2481532","article-title":"Marketplaces for data","volume":"42","author":"Schomm","year":"2013","journal-title":"ACM SIGMOD Rec."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1645","DOI":"10.1016\/j.future.2013.01.010","article-title":"Internet of Things (IoT): A vision, architectural elements, and future directions","volume":"29","author":"Gubbi","year":"2013","journal-title":"Future Gener. Comput. Syst."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Misura, K., and Zagar, M. (2016, January 12\u201314). Data marketplace for Internet of Things. Proceedings of the 2016 International Conference on Smart Systems and Technologies (SST), Osijek, Croatia.","DOI":"10.1109\/SST.2016.7765669"},{"key":"ref_41","unstructured":"Ma, Y., Rao, J., Hu, W., Meng, X., Han, X., Zhang, Y., Chai, Y., and Liu, C. (November, January 29). An efficient index for massive IOT data in cloud environment. Proceedings of the 21st ACM International Conference on Information and Knowledge Management\u2014CIKM \u201912, Maui, HI, USA."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Li, T., Liu, Y., Tian, Y., Shen, S., and Mao, W. (2012, January 20\u201323). A Storage Solution for Massive IoT Data Based on NoSQL. Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, Besancon, France.","DOI":"10.1109\/GreenCom.2012.18"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1109\/MS.2017.2","article-title":"Enabling IoT Ecosystems through Platform Interoperability","volume":"34","author":"Broring","year":"2017","journal-title":"IEEE Softw."},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Carrez, F., Elsaleh, T., Gomez, D., Sanchez, L., Lanza, J., and Grace, P. (2017, January 12\u201315). A Reference Architecture for federating IoT infrastructures supporting semantic interoperability. Proceedings of the 2017 European Conference on Networks and Communications (EuCNC), Oulu, Finland.","DOI":"10.1109\/EuCNC.2017.7980765"},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Ramparany, F., Marquez, F.G., Soriano, J., and Elsaleh, T. (2014, January 27\u201330). Handling smart environment devices, data and services at the semantic level with the FI-WARE core platform. Proceedings of the 2014 IEEE International Conference on Big Data (Big Data), Washington, DC, USA.","DOI":"10.1109\/BigData.2014.7004417"},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Nittel, S., Labrinidis, A., and Stefanidis, A. (2008). OGC\u00ae Sensor Web Enablement: Overview and High Level Architecture. GeoSensor Networks, Springer.","DOI":"10.1007\/978-3-540-79996-2"},{"key":"ref_47","unstructured":"(2018, May 10). Web of Things at W3C. Available online: https:\/\/www.w3.org\/WoT\/."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"1412","DOI":"10.1109\/JSYST.2014.2354835","article-title":"A Web of Things Framework for RESTful Applications and Its Experimentation in a Smart City","volume":"10","author":"Paganelli","year":"2016","journal-title":"IEEE Syst. J."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Keppmann, F.L., Maleshkova, M., and Harth, A. (2016, January 6\u20138). Semantic Technologies for Realising Decentralised Applications for the Web of Things. Proceedings of the 2016 21st International Conference on Engineering of Complex Computer Systems (ICECCS), Dubai, United Arab Emirates.","DOI":"10.1109\/ICECCS.2016.018"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1016\/j.procs.2016.04.251","article-title":"SIGHTED: A Framework for Semantic Integration of Heterogeneous Sensor Data on the Internet of Things","volume":"83","author":"Nagib","year":"2016","journal-title":"Procedia Comput. Sci."},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Wu, Z., Xu, Y., Zhang, C., Yang, Y., and Ji, Y. (2016, January 39\u201331). Towards Semantic Web of Things: From Manual to Semi-automatic Semantic Annotation on Web of Things. Proceedings of the 2016 International Conference on Big Data Computing and Communications, Shenyang, China.","DOI":"10.1007\/978-3-319-42553-5_25"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1109\/MIS.2005.40","article-title":"An autonomous earth-observing sensorweb","volume":"20","author":"Chien","year":"2005","journal-title":"IEEE Intell. Syst."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1109\/JSTARS.2010.2089575","article-title":"Earth observation sensor web: An overview","volume":"3","author":"Di","year":"2010","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_54","unstructured":"Chien, S., Tran, D., Doubleday, J., Davies, A., Kedar, S., Webb, F., Rabideau, G., Mandl, D., Frye, S., and Song, W. (September, January 30). A multi-agent space, in-situ Volcano SensorWeb. Proceedings of the International Symposium on Space Artificial Intelligence, Robotics, and Automation for Space (i-SAIRAS 2010), Sapporo, Japan."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.websem.2012.05.003","article-title":"The SSN ontology of the W3C semantic sensor network incubator group","volume":"17","author":"Compton","year":"2012","journal-title":"Web Semant. Sci. Serv. Agents World Wide Web"},{"key":"ref_56","unstructured":"(2018, May 10). Semantic Sensor Network Ontology. Available online: https:\/\/www.w3.org\/TR\/vocab-ssn\/."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Bassi, A., Bauer, M., Fiedler, M., Kramp, T., van Kranenburg, R., Lange, S., and Meissner, S. (2013). Enabling Things to Talk, Springer.","DOI":"10.1007\/978-3-642-40403-0"},{"key":"ref_58","unstructured":"(2018, October 09). TS-0012 oneM2M Base Ontology. Available online: https:\/\/www.etsi.org\/deliver\/etsi_ts\/118100_118199\/118112\/02.00.00_60\/ts_118112v020000p.pdf."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Daniele, L., den Hartog, F., and Roes, J. (2015). Created in Close Interaction with the Industry: The Smart Appliances REFerence (SAREF) Ontology, Springer.","DOI":"10.1007\/978-3-319-21545-7_9"},{"key":"ref_60","unstructured":"Bajaj, G., Agarwal, R., Singh, P., Georgantas, N., and Issarny, V. (arXiv, 2017). A Study of Existing Ontologies in the IoT-Domain, arXiv."},{"key":"ref_61","doi-asserted-by":"crossref","unstructured":"Bermudez-Edo, M., Elsaleh, T., Barnaghi, P., and Taylor, K. (2016, January 18\u201321). IoT-Lite: A Lightweight Semantic Model for the Internet of Things. Proceedings of the Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress, Toulouse, France.","DOI":"10.1109\/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0035"},{"key":"ref_62","unstructured":"De, S., Barnaghi, P., Bauer, M., and Meissner, S. (2011, January 18\u201321). Service modelling for the Internet of Things. Proceedings of the Federated Conference on Computer Science and Information Systems, Szczecin, Poland."},{"key":"ref_63","unstructured":"(2018, May 24). Observation Description from Semantic Sensor Network (SSN) Ontology. Available online: https:\/\/www.w3.org\/TR\/vocab-ssn\/#SOSAObservation."},{"key":"ref_64","unstructured":"(2018, May 25). Time Ontology in OWL. Available online: https:\/\/www.w3.org\/TR\/owl-time\/."},{"key":"ref_65","unstructured":"(2018, May 24). M3-Lite Taxonomy Documentation. Available online: http:\/\/ontology.fiesta-iot.eu\/ontologyDocs\/m3-lite.html."},{"key":"ref_66","unstructured":"(2018, May 25). Basic Geo (WGS84 Lat\/Long) Vocabulary. Available online: https:\/\/www.w3.org\/2003\/01\/geo\/."},{"key":"ref_67","unstructured":"(2018, May 25). DOLCE Ultra-Lite Ontology. Available online: http:\/\/www.loa.istc.cnr.it\/ontologies\/DUL.owl."},{"key":"ref_68","unstructured":"(2018, May 24). FIESTA-IoT Ontology Documentation. Available online: http:\/\/ontology.fiesta-iot.eu\/ontologyDocs\/fiesta-iot.html."},{"key":"ref_69","unstructured":"Cox, S. (2006). Observations and measurements. Open Geospat. Consort. Best Pract. Doc. Open Geospat. Consort., 21, Available online: https:\/\/www.seegrid.csiro.au\/wiki\/pub\/Xmml\/PublicationsPresentations\/OM_SWE_dulles.pdf."},{"key":"ref_70","unstructured":"(2018, May 24). FIWARE Data Models. Available online: https:\/\/www.fiware.org\/developers\/data-models\/."},{"key":"ref_71","doi-asserted-by":"crossref","unstructured":"Lanza, J., Sanchez, L., Gomez, D., Elsaleh, T., Steinke, R., and Cirillo, F. (2016). A Proof-of-Concept for Semantically Interoperable Federation of IoT Experimentation Facilities. Sensors, 16.","DOI":"10.3390\/s16071006"},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"22","DOI":"10.4018\/IJSWIS.2016100102","article-title":"Managing Large Amounts of Data Generated by a Smart City Internet of Things Deployment","volume":"12","author":"Lanza","year":"2016","journal-title":"Int. J. Semant. Web Inf. Syst."},{"key":"ref_73","unstructured":"Nati, M., Gluhak, A., Abangar, H., and Headley, W. (2013, January 24\u201327). Smartcampus: A user-centric testbed for internet of things experimentation. Proceedings of the 2013 16th International Symposium on Wireless Personal Multimedia Communications (WPMC), Atlantic City, NJ, USA."},{"key":"ref_74","doi-asserted-by":"crossref","unstructured":"Issarny, V., Mallet, V., Nguyen, K., Raverdy, P.-G., Rebhi, F., and Ventura, R. (2016, January 12\u201316). Dos and Don\u2019ts in Mobile Phone Sensing Middleware. Proceedings of the 17th International Middleware Conference on\u2014Middleware \u201916, Trento, Italy.","DOI":"10.1145\/2988336.2988353"},{"key":"ref_75","doi-asserted-by":"crossref","unstructured":"Pechlivanidou, K., Katsalis, K., Igoumenos, I., Katsaros, D., Korakis, T., and Tassiulas, L. (2014, January 9\u201311). NITOS testbed: A cloud based wireless experimentation facility. Proceedings of the 2014 26th International Teletraffic Congress (ITC), Karlskrona, Sweden.","DOI":"10.1109\/ITC.2014.6932976"},{"key":"ref_76","doi-asserted-by":"crossref","unstructured":"Seydoux, N., Drira, K., Hernandez, N., and Monteil, T. (2016). IoT-O, a Core-Domain IoT Ontology to Represent Connected Devices Networks, Springer.","DOI":"10.1007\/978-3-319-49004-5_36"},{"key":"ref_77","unstructured":"(2018, May 25). FIESTA-IoT Testbeds. Available online: http:\/\/fiesta-iot.eu\/index.php\/fiesta-testbeds\/."},{"key":"ref_78","doi-asserted-by":"crossref","unstructured":"Moldovan, G., Tragos, E.Z., Fragkiadakis, A., Pohls, H.C., and Calvo, D. (2016, January 21\u201323). An IoT Middleware for Enhanced Security and Privacy: The RERUM Approach. Proceedings of the 2016 8th IFIP International Conference on New Technologies, Mobility and Security (NTMS), Larnaca, Cyprus.","DOI":"10.1109\/NTMS.2016.7792434"},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jswis.2012010101","article-title":"Semantics for the Internet of Things: Early progress and back to the future","volume":"8","author":"Barnaghi","year":"2012","journal-title":"Int. J. Semant. Web Inf. Syst."},{"key":"ref_80","first-page":"139","article-title":"A Review of Tools for IoT Semantics and Data Streaming Analytics","volume":"6","author":"Serrano","year":"2016","journal-title":"Build. Blocks IoT Anal."},{"key":"ref_81","doi-asserted-by":"crossref","unstructured":"Euzenat, J., Polleres, A., and Scharffe, F. (2008, January 4\u20137). Processing Ontology Alignments with SPARQL. Proceedings of the 2008 International Conference on Complex, Intelligent and Software Intensive Systems, Barcelona, Spain.","DOI":"10.1109\/CISIS.2008.126"},{"key":"ref_82","unstructured":"(2018, May 25). FIESTA-IoT Platform Portal. Available online: https:\/\/platform.fiesta-iot.eu."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/18\/10\/3375\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T00:15:39Z","timestamp":1718237739000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/18\/10\/3375"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,10]]},"references-count":82,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2018,10]]}},"alternative-id":["s18103375"],"URL":"https:\/\/doi.org\/10.3390\/s18103375","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,10]]}}}