Abstract
In recent years, the Internet of Things gains more and more attention through cheap hardware devices and, consequently, an increased interconnection of them. These devices equipped with sensors and actuators form the foundation for so called smart environments that enable monitoring as well as self-organization. However, an efficient sensor registration, binding, and sensor data provisioning is still a major issue for the Internet of Things. Usually, these steps can take up to days or even weeks due to a manual configuration and binding by sensor experts that furthermore have to communicate with domain-experts that define the requirements, e.g. the types of sensors, for the smart environments. In previous work, we introduced a first vision of a method for automated sensor registration, binding, and sensor data provisioning. In this paper, we further detai l and extend this vision, e.g., by introducing optimization steps to enhance efficiency as well as effectiveness. Furthermore, the approach is evaluated through a prototypical implementation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
- 1.
- 2.
- 3.
- 4.
- 5.
- 6.
- 7.
- 8.
- 9.
- 10.
- 11.
- 12.
- 13.
References
Aberer, K., Hauswirth, M., Salehi, A.: Zero-programming sensor network deployment. In: Proceedings of the Service Platforms for Future Mobile Systems (SAINT 2007) (2007)
Binz, T., Breitenbücher, U., Kopp, O., Leymann, F.: TOSCA: portable automated deployment and management of cloud applications. In: Bouguettaya, A., Sheng, Q.Z., Daniel, F. (eds.) Advanced Web Services, pp. 527–549. Springer, New York (2014)
Gurgen, L., Roncancio, C., Labbé, C., Bottaro, A., Olive, V.: SStreaMWare: a service oriented middleware for heterogeneous sensor data management. In: International Conference on Pervasive Services (2008)
Hauswirth, M., Aberer, K.: Middleware support for the “Internet of Things”. In: 5th GI/ITG KuVS Fachgespräch “Drahtlose Sensornetze” (2006)
Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B.: Automated sensor registration, binding and sensor data provisioning. In: Proceedings of the CAiSE 2016 Forum at the 28th International Conference on Advanced Information Systems Engineering (2016). Accepted for publication
Hirmer, P., Wieland, M., Schwarz, H., Mitschang, B., Breitenbücher, U., Leymann, F.: SitRS - a situation recognition service based on modeling and executing situation templates. IBM Research Report (2015)
Ishaq, I., Hoebeke, J., Rossey, J., De Poorter, E., Moerman, I., Demeester, P.: Facilitating sensor deployment, discovery and resource access using embedded web services. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 717–724, July 2012
Jazdi, N.: Cyber physical systems in the context of Industry 4.0. In: 2014 IEEE International Conference on Automation, Quality and Testing, Robotics (2014)
Kassner, L.B., Mitschang, B.: MaXCept-Decision Support in exception handling through unstructured data integration in the production context. an integral part of the smart factory. In: Proceedings of the 48th Hawaii International Conference on System Sciences (2015)
Lee, K.: IEEE 1451: a standard in support of smart transducer networking. In: Proceedings of the 17th IEEE Instrumentation and Measurement Technology Conference, IMTC 2000 (2000)
Li, F., Vögler, M., ClaeSSens, M., Dustdar, S.: Towards automated IoT application deployment by a cloud-based approach. In: 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, pp. 61–68, December 2013
Reiter, M., et al.: Quality of data driven simulation workflows. In: 2012 8th IEEE International Conference on e-Science (2012)
Russomanno, D.J., Kothari, C.R., Thomas, O.A.: Building a sensor ontology: a practical approach leveraging ISO and OGC models. In: IC-AI (2005)
Scerri, S., Attard, J., Rivera, I., Valla, M.: DCON: interoperable context representation for pervasive environments. In: AAAI Workshops (2012)
Saldatos, J., et al.: OpenIoT: open source Internet-of-Things in the cloud. In: Podnar Žarko, I., Pripužić, K., Serrano, M. (eds.) FP7 OpenIoT Project Workshop 2014. LNCS, vol. 9001, pp. 13–25. Springer, Heidelberg (2015)
Vermesan, O., Friess, P.: Internet of Things: Converging Technologies for Smart Environments and Integrated Ecosystems. River Publishers, Aalborg (2013)
Vögler, M., Schleicher, J., Inzinger, C., Dustdar, S.: A scalable framework for provisioning large-scale IoT deployments. ACM Trans. Internet Technol. 16(2), 11:1–11:20 (2016). http://doi.acm.org/10.1145/2850416
Acknowledgment
This work is partially funded by the DFG project SitOPT (610872) and by the BMWi project SmartOrchestra (01MD16001F).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Hirmer, P., Wieland, M., Breitenbücher, U., Mitschang, B. (2016). Dynamic Ontology-Based Sensor Binding. In: Pokorný, J., Ivanović, M., Thalheim, B., Šaloun, P. (eds) Advances in Databases and Information Systems. ADBIS 2016. Lecture Notes in Computer Science(), vol 9809. Springer, Cham. https://doi.org/10.1007/978-3-319-44039-2_22
Download citation
DOI: https://doi.org/10.1007/978-3-319-44039-2_22
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-44038-5
Online ISBN: 978-3-319-44039-2
eBook Packages: Computer ScienceComputer Science (R0)