Bayesian Trusted Edge Analytics - B-TEA

Project description

Strategic research project of the University of Oulu
Focus institute: Infotech Oulu
Faculty: Faculty of Information Technology and Electrical Engineering (ITEE)

 

This project studies distributed data analysis in the Internet of Things. The research focuses on mobile agent based Bayesian machine learning and distributed Markov Chain Monte Carlo methods for resource usage optimization in edge computing. Data analysis is distributed into mobile agents that migrate in the IoT system nodes based on application needs and context. The developed methods will be evaluated in real-world applications. The project is funded by the Infotech Oulu, University of Oulu.

People

Mikko Sillanpää

Mikko J. Sillanpää

Professor of Statistics