Proceedings chapter
OA Policy
English

Modelled Testbeds: Visualizing and Augmenting Physical Testbeds with Virtual Resources

Collection
  • Advances in Intelligent Systems and Computing; 721
Publication date2018
Abstract

Testbed facilities play a major role in the study and evolution of emerging technologies, such as those related to the Internet of Things. In this work we introduce the concept of modelled testbeds, which are 3D interactive representations of physical testbeds where the addition of virtual resources mimicking the physical ones is made possible thanks to back-end infrastructure. We present the architecture of the Syndesi testbed, deployed at the premises of University of Geneva, which was used for the prototype modelled testbed. We investigate several extrap- olation techniques towards realistic value assignment for virtual sensor measurements. K-fold cross validation is performed in a dataset compris- ing of nearly 300'000 measurements of temperature, illuminance and hu- midity sensors collected from the physical sensors of the Syndesi testbed, in order to evaluate the accuracy of the methods. We obtain strong re- sults including Mean Absolute Percentage Error (MAPE) levels below 7%.

Keywords
  • Internet of things
  • Testbeds
  • Modelling
  • Visualization
Citation (ISO format)
KUENDIG, Stéphane Jean-Jacques, ANGELOPOULOS, Konstantinos Marios, ROLIM, Jose. Modelled Testbeds: Visualizing and Augmenting Physical Testbeds with Virtual Resources. In: Proceedings of the International Conference on Information Technology & Systems (ICITS 2018). [s.l.] : [s.n.], 2018. p. 804–812. (Advances in Intelligent Systems and Computing) doi: 10.1007/978-3-319-73450-7_76
Main files (1)
Proceedings chapter (Accepted version)
accessLevelPublic
Identifiers
467views
250downloads

Technical informations

Creation21/02/2018 12:24:00
First validation21/02/2018 12:24:00
Update time18/12/2024 15:15:50
Status update18/12/2024 15:15:50
Last indexation18/12/2024 15:15:55
All rights reserved by Archive ouverte UNIGE and the University of GenevaunigeBlack