D. Evans, The Internet of Things -How the Next Evolution of the Internet Is Changing Everything, 2011.

L. Atzori, A. Iera, and G. Morabito, The Internet of Things: A survey, Computer Networks, vol.54, issue.15, pp.2787-2805, 2010.

C. C. Aggarwal, N. Ashish, and A. P. Sheth, The Internet of Things: A Survey from the Data-Centric Perspective, 2013.

A. Auger, E. Exposito, and E. Lochin, iQAS: An Integration Platform for QoI Assessment as a Service for Smart Cities, 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), pp.88-93, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01908068

A. Sheth, Internet of Things to Smart IoT Through Semantic, Cognitive, and Perceptual Computing, IEEE Intelligent Systems, vol.31, issue.2, pp.108-112, 2016.

A. K. Dey, Understanding and using context, Personal and ubiquitous computing, vol.5, issue.1, pp.4-7, 2001.

M. Compton, P. Barnaghi, L. Bermudez, R. García-castro, O. Corcho et al., 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.

P. Barnaghi, M. Bermudez-edo, and R. Tönjes, Challenges for Quality of Data in Smart Cities, J. Data and Information Quality, vol.6, issue.2-3, pp.1-6, 2015.

C. Bisdikian, L. M. Kaplan, and M. B. Srivastava, On the Quality and Value of Information in Sensor Networks, ACM Trans. Sen. Netw, vol.9, issue.4, pp.1-48, 2013.

C. Perera, A. Zaslavsky, P. Christen, and D. Georgakopoulos, Context Aware Computing for The Internet of Things: A Survey, IEEE Communications Surveys Tutorials, vol.16, issue.1, pp.414-454, 2014.

L. Golab and M. T. Özsu, Issues in Data Stream Management, SIGMOD Rec, vol.32, issue.2, pp.5-14, 2003.

N. Marz and J. Warren, Big Data: Principles and best practices of scalable realtime data systems, 2015.

J. Kreps, Questioning the lambda architecture, 2014.

R. Verdone, D. Dardari, G. Mazzini, and A. Conti, Wireless sensor and actuator networks: technologies, analysis and design, 2010.

E. Wu, Y. Diao, and S. Rizvi, High-performance complex event processing over streams, Proceedings of the 2006 ACM SIGMOD international conference on Management of data, pp.407-418, 2006.

S. Chintapalli, D. Dagit, and B. Evans, Benchmarking Streaming Computation Engines at Yahoo!, Tech. Rep, 2015.

P. T. Eugster, P. A. Felber, R. Guerraoui, and A. Kermarrec, The Many Faces of Publish/Subscribe, ACM Comput. Surv, vol.35, issue.2, pp.114-131, 2003.

J. Kreps, N. Narkhede, and J. Rao, Kafka: A distributed messaging system for log processing, Proceedings of the NetDB, pp.1-7, 2011.

N. Garg and A. Kafka, , 2013.

K. Goodhope, J. Koshy, J. Kreps, N. Narkhede, R. Park et al., Building LinkedIn's Real-time Activity Data Pipeline, IEEE Data Eng. Bull, vol.35, issue.2, pp.33-45, 2012.

P. Mell and T. Grance, The NIST definition of cloud computing, 2011.

P. Banerjee, R. Friedrich, C. Bash, P. Goldsack, B. Huberman et al., Everything as a service: Powering the new information economy, Computer, issue.3, pp.36-43, 2011.

C. Perera, A. Zaslavsky, P. Christen, and D. Georgakopoulos, Sensing as a Service Model for Smart Cities supported by Internet of Things, Transactions on Emerging Telecommunications Technologies, vol.25, issue.1, pp.81-93, 2014.

J. O. Kephart and D. M. Chess, The vision of autonomic computing, Computer, vol.36, issue.1, pp.41-50, 2003.

M. Maurer, I. Brandic, and R. Sakellariou, Adaptive resource configuration for Cloud infrastructure management, Future Generation Computer Systems, vol.29, issue.2, pp.472-487, 2013.

, Watson IoT

A. Services, AWS IoT

S. Gilbert and N. Lynch, Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services, ACM SIGACT News, vol.33, issue.2, pp.51-59, 2002.

J. Han, E. Haihong, G. Le, and J. Du, Survey on NoSQL database, Pervasive computing and applications (ICPCA), 2011 6th international conference on, pp.363-366, 2011.

E. Brewer, CAP twelve years later: How the" rules" have changed, Computer, vol.45, issue.2, pp.23-29, 2012.

P. Domingos and G. Hulten, Mining high-speed data streams, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, pp.71-80, 2000.

A. Bröring, J. Echterhoff, S. Jirka, I. Simonis, T. Everding et al., New generation sensor web enablement, Sensors, vol.11, issue.3, pp.2652-2699, 2011.

. Eu-fp7, IOT-A: Internet of Things Architecture

A. Botta, W. D. Donato, V. Persico, and A. Pescapé, On the Integration of Cloud Computing and Internet of Things, 2014 International Conference on Future Internet of Things and Cloud (FiCloud), pp.23-30, 2014.

S. Distefano, G. Merlino, and A. Puliafito, Enabling the Cloud of Things, Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp.858-863, 2012.

L. Luo, A. Kansal, S. Nath, and F. Zhao, Sharing and Exploring Sensor Streams over Geocentric Interfaces, Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ser. GIS '08, vol.3, pp.1-3, 2008.

H. N. Quoc and D. L. Phuoc, An Elastic and Scalable Spatiotemporal Query Processing for Linked Sensor Data, Proceedings of the 11th International Conference on Semantic Systems, ser. SEMANTICS '15, pp.17-24, 2015.

D. Puiu, P. Barnaghi, R. Tönjes, D. Kümper, M. I. Ali et al., CityPulse: Large Scale Data Analytics Framework for Smart Cities, IEEE Access, vol.4, pp.1086-1108, 2016.

E. Elnahrawy, Research directions in sensor data streams: solutions and challenges, Rutgers University, vol.2, p.3, 2003.