Research

 

We focus on a variety of different topics in the Edge Intelligence. We are a cross-layer and interdisciplinary research group that focuses on solving problems at the intersection of various fields and layers of the computing stack. Explore the different research areas, discover the research philosophy that motivates us, and enjoy reading our publications.

The group’s technological expertise is in the following research areas:

  • Federated learning
  • Large-scale Data Analytics
  • Trustworthy and Distributed AI
  • Edge Computing for AI and AI for the Edge
  • Industrial smart Internet of Things
  • TinyML/AI for Edge Computing

 

On the application side, the current interests of the groups are in the following domains.

  • Intelligent transportation systems and autonomous vehicles
  • Large-scale eHealth deployment architectures
  • Distributed systems monitoring & intelligent control for Smart Cities and Industry 4.0