78 4.5.2 Experiment parameters and settings Impact of the number of services on search performance, p.83 ,
88 5.3.1 Dynamic clusters creation and updating within a node 89 5.3.2 Clustering optimization within a node Total Costs optimization within a node, p.96 ,
100 5.4.2 Experimental parameters and settings Impact of the number of services per node: case of a single lowest node . 101 5.4.4 Impact of margin values: case of a single lowest level node, p.105 ,
The Computer for the 21st Century, Scientific American, vol.265, issue.3, pp.94-104, 1991. ,
DOI : 10.1038/scientificamerican0991-94
Service discovery in pervasive computing environments, IEEE Pervasive computing, vol.4, issue.4, pp.81-90, 2005. ,
Interacting with the soabased internet of things: Discovery, query, selection, and on-demand provisioning of web services, Services Computing, pp.223-235, 2010. ,
Service location protocol: automatic discovery of IP network services, IEEE Internet Computing, vol.3, issue.4, pp.71-80, 1999. ,
DOI : 10.1109/4236.780963
Humans, semantic services and similarity: A user study of semantic Web services matching and composition, Web Semantics: Science, Services and Agents on the World Wide Web, pp.16-28, 2011. ,
DOI : 10.1016/j.websem.2010.10.002
The Internet of Things: A survey, Computer Networks, vol.54, issue.15, pp.2787-2805, 2010. ,
DOI : 10.1016/j.comnet.2010.05.010
The internet of things in an enterprise context, " in Future Internet?FIS, pp.14-28, 2008. ,
A Web of Things Application Architecture ? Integrating the Real- World into the Web, Ph.D., ETH Zurich, 2011. ,
Middleware pour l'internet des objets intelligents, 2014. ,
URL : https://hal.archives-ouvertes.fr/tel-00960026
The internet of things: How the next evolution of the internet is changing everything CISCO white paper, 2011. [13] " emarketer article: Smartphone users worldwide will to- tal 1.75 billion in 2014 ,
Semantics-Driven Interoperability on the Future Internet, 2009 IEEE International Conference on Semantic Computing, pp.551-558, 2009. ,
DOI : 10.1109/ICSC.2009.73
From today's INTRAnet of things to a future INTERnet of things: a wireless- and mobility-related view, IEEE Wireless Communications, vol.17, issue.6, pp.44-51, 2010. ,
DOI : 10.1109/MWC.2010.5675777
From the internet of computers to the internet of things, " in From active data management to event-based systems and more, pp.242-259, 2010. ,
Service-oriented computing: concepts, characteristics and directions, Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials (Cat. No.03CH37417), pp.3-12, 2003. ,
DOI : 10.1109/WISE.2003.1254461
The SENSEI project: integrating the physical world with the digital world of the network of the future, IEEE Communications Magazine, vol.47, issue.4, pp.1-4, 2009. ,
DOI : 10.1109/MCOM.2009.4907403
Interacting with the SOA-Based Internet of Things: Discovery, Query, Selection, and On-Demand Provisioning of Web Services, IEEE T. Services Computing, pp.223-235, 2010. ,
DOI : 10.1109/TSC.2010.3
A service???oriented middleware for building context???aware services, Journal of Network and Computer Applications, vol.28, issue.1, pp.1-18, 2005. ,
DOI : 10.1016/j.jnca.2004.06.002
Atlas: A Service-Oriented Sensor Platform: Hardware and Middleware to Enable Programmable Pervasive Spaces, Proceedings. 2006 31st IEEE Conference on Local Computer Networks, pp.630-638, 2006. ,
DOI : 10.1109/LCN.2006.322026
Service Oriented Middleware for the Internet of Things: A Perspective, Towards a Service-Based Internet, pp.220-229, 2011. ,
DOI : 10.1016/j.comnet.2008.03.006
URL : https://hal.archives-ouvertes.fr/inria-00632794
The Semantic Web, Scientific American, vol.284, issue.5, pp.34-43, 2001. ,
DOI : 10.1038/scientificamerican0501-34
A Universal Ontology for Sensor Networks Data, 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, pp.59-62, 2007. ,
DOI : 10.1109/CIMSA.2007.4362539
Semantic Profiles to Model the "Web of Things", 2011 Seventh International Conference on Semantics, Knowledge and Grids, pp.51-58, 2011. ,
DOI : 10.1109/SKG.2011.29
A Comprehensive Ontology for Knowledge Representation in the Internet of Things, 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications, pp.1793-1798, 2012. ,
DOI : 10.1109/TrustCom.2012.20
Semantic middleware for the Internet of Things, 2010 Internet of Things (IOT), pp.1-8, 2010. ,
DOI : 10.1109/IOT.2010.5678448
On the Scalability of Description Logic Instance Retrieval, Journal of Automated Reasoning, vol.3, issue.2, pp.99-142, 2008. ,
DOI : 10.1007/s10817-008-9104-7
Semantics for the Internet of Things, International Journal on Semantic Web and Information Systems, vol.8, issue.1, pp.1-21, 2012. ,
DOI : 10.4018/jswis.2012010101
Concepts and Solutions for Identification and Lookup of IoT Resources (D4.1), " IOT-A Project, Tech. Rep, issue.1, 2011. ,
A Scalable IoT Service Search Based on Clustering and Aggregation, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, pp.403-410, 2013. ,
DOI : 10.1109/GreenCom-iThings-CPSCom.2013.86
URL : https://hal.archives-ouvertes.fr/hal-00921575
Concepts and Solutions for Entity-based Discovery of IoT Resources and Managing their Dynamic Associations (D4.3), " IOT-A Project ,
Method and system for discovery of services in interconnected smart spaces, 2013. ,
Efficient semantic-based IoT service discovery mechanism for dynamic environments, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014. ,
DOI : 10.1109/PIMRC.2014.7136516
URL : https://hal.archives-ouvertes.fr/hal-01171343
Towards the web of things: Web mashups for embedded devices, MEM 2009 in Proceedings of WWW 2009, 2009. ,
DLNA-ZigBee Gateway Architecture and Energy Efficient Sensor Control for Home Networks, 2007 16th IST Mobile and Wireless Communications Summit, pp.1-5, 2007. ,
DOI : 10.1109/ISTMWC.2007.4299193
Design and realization of wireless sensor network gateway based on zigbee and gprs, Information and Computing Science ICIC'09. Second International Conference on, pp.196-199, 2009. ,
CoAP: An Application Protocol for Billions of Tiny Internet Nodes, IEEE Internet Computing, vol.16, issue.2, pp.62-67, 2012. ,
DOI : 10.1109/MIC.2012.29
The Wireless Embedded Internet, 2010. ,
A development platform for integrating wireless devices and sensors into ambient intelligence systems, Sensor, Mesh and Ad Hoc Communications and Networks Workshops SECON Workshops' 09. 6th Annual IEEE Communications Society Conference on, pp.1-3, 2009. ,
Tiny web services, Proceedings of the 6th ACM conference on Embedded network sensor systems, SenSys '08, pp.253-266, 2008. ,
DOI : 10.1145/1460412.1460438
SOCRADES: A Web Service Based Shop Floor Integration Infrastructure, The internet of things, pp.50-67, 2008. ,
DOI : 10.1007/978-3-540-78731-0_4
prest: a restbased protocol for pervasive systems, Mobile Ad-hoc and Sensor Systems IEEE International Conference on, pp.340-348, 2004. ,
A resource oriented architecture for the Web of Things, 2010 Internet of Things (IOT), pp.1-8, 2010. ,
DOI : 10.1109/IOT.2010.5678452
Providing user support in Web-of-Things enabled smart spaces, Proceedings of the Second International Workshop on Web of Things, WoT '11, pp.1-11, 2011. ,
DOI : 10.1145/1993966.1993981
In Search of an Internet of Things Service Architecture: REST or WS-*? A Developers??? Perspective, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol.17, issue.6, pp.326-337978 ,
DOI : 10.1109/MWC.2010.5675778
An Ontology of Meta-Level Categories, pp.270-280, 1994. ,
DOI : 10.1016/B978-1-4832-1452-8.50121-4
Semantic Web services, IEEE Intelligent Systems, vol.16, issue.2, pp.46-53, 2001. ,
DOI : 10.1109/5254.920599
OGC?? Sensor Web Enablement: Overview and High Level Architecture, GeoSensor networks, pp.175-190, 2008. ,
DOI : 10.1007/978-3-540-79996-2_10
The SSN ontology of the W3C semantic sensor network incubator group, Web Semantics: Science, Services and Agents on the World Wide Web, pp.25-32, 2012. ,
DOI : 10.1016/j.websem.2012.05.003
An internet of things platform for realworld and digital objects, Scalable Computing: Practice and Experience, 2012. ,
Converged Architectural Reference Model for the IoT (D1.4) IOT-A Project, Tech. Rep, issue.1, 2012. ,
Managing massive data of the internet of things through cooperative semantic nodes, Semantic Computing (ICSC), 2012 IEEE Sixth International Conference on, pp.93-100, 2012. ,
A Comprehensive Ontology for Knowledge Representation in the Internet of Things, 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications, pp.1793-1798, 2012. ,
DOI : 10.1109/TrustCom.2012.20
Searching the 'Web of Things', 2011 IEEE Fifth International Conference on Semantic Computing, pp.308-315, 2011. ,
DOI : 10.1109/ICSC.2011.69
Semantic Web Service matchmakers: state of the art and???challenges, Concurrency and Computation: Practice and Experience, pp.961-988, 2013. ,
DOI : 10.1002/cpe.2886
Ontologies and Matchmaking, Semantic Service Provisioning, pp.19-54, 2008. ,
DOI : 10.1007/978-3-540-78617-7_3
Semantic Matching of Web Services Capabilities, The Semantic Web?ISWC, pp.333-347, 2002. ,
DOI : 10.1007/3-540-48005-6_26
Semi-automatic composition of web services using semantic descriptions, Web Services: Modeling, Architecture and Infrastructure workshop in ICEIS 2003. Citeseer, 2002. ,
Semantics-based composition-oriented discovery of Web services, ACM Transactions on Internet Technology, vol.8, issue.4, p.19, 2008. ,
DOI : 10.1145/1391949.1391953
CASCOM: Intelligent Service Coordination in the Semantic Web, 2008. ,
DOI : 10.1007/978-3-7643-8575-0
Specification matching of software components, ACM Transactions on Software Engineering and Methodology, vol.6, issue.4, pp.333-369, 1997. ,
DOI : 10.1145/261640.261641
On the scalability of description logic instance retrieval Advances in Artificial Intelligence, pp.188-201, 2006. ,
Larks: Dynamic matchmaking among heterogeneous software agents in cyberspace Autonomous agents and multi-agent systems, pp.173-203, 2002. ,
OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services, Web Semantics: Science, Services and Agents on the World Wide Web, pp.121-133, 2009. ,
DOI : 10.1016/j.websem.2008.10.001
Web and Semantic Web Query Languages: A Survey, Proceedings of the First international conference on Reasoning Web, pp.35-133, 2005. ,
DOI : 10.1007/11526988_3
A Survey of Automatic Query Expansion in Information Retrieval, ACM Computing Surveys, vol.44, issue.1, 2012. ,
DOI : 10.1145/2071389.2071390
Swoogle, Proceedings of the Thirteenth ACM conference on Information and knowledge management , CIKM '04, pp.652-659, 2004. ,
DOI : 10.1145/1031171.1031289
SemSearch: A Search Engine for the Semantic Web, Managing Knowledge in a World of Networks, pp.238-245, 2006. ,
DOI : 10.1007/11891451_22
Inverted files for text search engines, ACM Computing Surveys, vol.38, issue.2, p.6, 2006. ,
DOI : 10.1145/1132956.1132959
From the Internet of Things to the Web of Things: Resource-oriented Architecture and Best Practices ,
DOI : 10.1007/978-3-642-19157-2_5
Snoogle: A search engine for pervasive environments Parallel and Distributed Systems, IEEE Transactions on, vol.21, issue.8, pp.1188-1202, 2010. ,
A real-time search engine for the Web of Things, 2010 Internet of Things (IOT), pp.1-8, 2010. ,
DOI : 10.1109/IOT.2010.5678450
An extensible discovery service for smart things WoT '11, Proceedings of the Second International Workshop on Web of Things, pp.1-7, 2011. ,
Inverted files versus signature files for text indexing, ACM Transactions on Database Systems, vol.23, issue.4, pp.453-490, 1998. ,
DOI : 10.1145/296854.277632
A Hybrid Semantic Matchmaker for IoT Services, 2012 IEEE International Conference on Green Computing and Communications, pp.210-216, 2012. ,
DOI : 10.1109/GreenCom.2012.40
Searching the'web of things, Semantic Computing (ICSC), 2011 Fifth IEEE International Conference on, pp.308-315, 2011. ,
SPITFIRE: toward a semantic web of things, IEEE Communications Magazine, vol.49, issue.11, pp.40-48, 2011. ,
DOI : 10.1109/MCOM.2011.6069708
Linked open data, " in A Developer's Guide to the Semantic Web, pp.409-466, 2011. ,
Ieee 802.15. 4 low rate-wireless personal area network coexistence issues, Wireless Communications and Networking, pp.1481-1486, 2003. ,
Probabilistic registration for large-scale mobile participatory sensing, 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom), pp.132-140, 2013. ,
DOI : 10.1109/PerCom.2013.6526723
URL : https://hal.archives-ouvertes.fr/hal-00769087
P-TAG, Proceedings of the 16th international conference on World Wide Web , WWW '07, pp.845-854, 2007. ,
DOI : 10.1145/1242572.1242686
Automatic generation of document semantics for the e-science Knowledge Grid, Journal of Systems and Software, vol.79, issue.7, pp.969-983, 2006. ,
DOI : 10.1016/j.jss.2005.08.022
Enabling Location-Aware Pervasive Computing Applications for the Edlerly, PerCom, p.531, 2003. ,
SOCRADES: A Web Service Based Shop Floor Integration Infrastructure, IOT, pp.50-67, 2008. ,
DOI : 10.1007/978-3-540-78731-0_4
Method and system for selecting and providing a relevant subset of wi-fi location information to a mobile client device so the client device may estimate its position with efficient utilization of resources, Feb, vol.4154, p.2013 ,
EASY: Efficient semAntic Service discoverY in pervasive computing environments with QoS and context support, Journal of Systems and Software, vol.81, issue.5, pp.785-808, 2008. ,
DOI : 10.1016/j.jss.2007.07.030
URL : https://hal.archives-ouvertes.fr/inria-00415930
Distributed hash table, Encyclopedia of Database Systems, pp.903-904, 2009. ,
Chord, ACM SIGCOMM Computer Communication Review, vol.31, issue.4, pp.149-160, 2001. ,
DOI : 10.1145/964723.383071
Toward Distributed service discovery in pervasive computing environments, IEEE Transactions on Mobile Computing, vol.5, issue.2, pp.97-112, 2006. ,
DOI : 10.1109/TMC.2006.26
A scalable and ontology-based p2p infrastructure for semantic web services, " in Peer-to-Peer Computing, Proceedings. Second International Conference on, pp.104-111, 2002. ,
METEOR-S WSDI: A Scalable P2P Infrastructure of Registries for Semantic Publication and Discovery of Web Services, Information Technology and Management, vol.31, issue.4, pp.17-39, 2005. ,
DOI : 10.1007/s10799-004-7773-4
Space/time trade-offs in hash coding with allowable errors, Communications of the ACM, vol.13, issue.7, pp.422-426, 1970. ,
DOI : 10.1145/362686.362692
Clustering WSDL Documents to Bootstrap the Discovery of Web Services, 2010 IEEE International Conference on Web Services, pp.147-154, 2010. ,
DOI : 10.1109/ICWS.2010.31
Efficiently finding web services using a clustering semantic approach, Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation organized with the 17th International World Wide Web Conference (WWW 2008), CSSSIA '08, p.5, 2008. ,
DOI : 10.1145/1361482.1361487
Web Service Matching by Ontology Instance Categorization, 2008 IEEE International Conference on Services Computing, pp.202-209, 2008. ,
DOI : 10.1109/SCC.2008.133
Data clustering: a review, ACM Computing Surveys, vol.31, issue.3, pp.264-323, 1999. ,
DOI : 10.1145/331499.331504
Web Service Discovery with additional Semantics and Clustering, IEEE/WIC/ACM International Conference on Web Intelligence (WI'07), pp.555-558, 2007. ,
DOI : 10.1109/WI.2007.82
Semantic Grid Service Discovery Approach using Clustering of Service Ontologies, TENCON 2006, 2006 IEEE Region 10 Conference, pp.1-4, 2006. ,
DOI : 10.1109/TENCON.2006.343963
On Quasi-Metric Spaces, American Journal of Mathematics, vol.53, issue.3, pp.675-684, 1931. ,
DOI : 10.2307/2371174
Data clustering: a review, ACM Computing Surveys, vol.31, issue.3, pp.264-323, 1999. ,
DOI : 10.1145/331499.331504
Incremental clustering for mining in a data warehousing environment, Proceedings of the 24rd International Conference on Very Large Data Bases, pp.323-333, 1998. ,
Incremental clustering of dynamic data streams using connectivity based representative points, Data & Knowledge Engineering, vol.68, issue.1, pp.1-27, 2009. ,
DOI : 10.1016/j.datak.2008.08.006
Incremental clustering for dynamic information processing, ACM Transactions on Information Systems, vol.11, issue.2, pp.143-164, 1993. ,
DOI : 10.1145/130226.134466
Incremental Clustering and Dynamic Information Retrieval, SIAM J. Comput, pp.1417-1440, 2004. ,
A Fast and Stable Incremental Clustering Algorithm, 2010 Seventh International Conference on Information Technology: New Generations, pp.204-209, 2010. ,
DOI : 10.1109/ITNG.2010.148
Knowledge acquisition via incremental conceptual clustering, Machine Learning, vol.1, issue.2, pp.139-172, 1987. ,
DOI : 10.1007/BF00114265
Birch: an efficient data clustering method for very large databases, ACM SIGMOD Record, pp.103-114, 1996. ,
Automatic Generation of Semantic Fields for Resource Discovery in the Semantic Web, Database and Expert Systems Applications, pp.706-715, 2005. ,
DOI : 10.1007/11546924_69
Ontology-Based Clustering in a Peer Data Management System, International Journal of Distributed Systems and Technologies, vol.3, issue.2, pp.1-21, 2012. ,
DOI : 10.4018/jdst.2012040101
Numerical methods for unconstrained optimization and nonlinear equations, Siam, vol.16, 1996. ,
DOI : 10.1137/1.9781611971200
Stochastic methods, 1985. ,
The SSN ontology of the W3C semantic sensor network incubator group, Web Semantics: Science, Services and Agents on the World Wide Web, vol.17, pp.25-32, 2012. ,
DOI : 10.1016/j.websem.2012.05.003
Service Modelling for Internet of Things, FedCSIS, pp.949-955, 2011. ,
Using DAML-S for P2P Discovery, ICWS, pp.203-207, 2003. ,
A Hybrid Semantic Matchmaker for IoT Services, 2012 IEEE International Conference on Green Computing and Communications, pp.210-216, 2012. ,
DOI : 10.1109/GreenCom.2012.40