Edge Intelligence
We are working on several problems related to Mobile Data Analytics and Edge Inference Services, designing novel architectures, proposing algorithms to optimize their performance, and building working prototypes with our industry partners, in the context of National and EC funded projects.
Mobile Data Caching
We propose new caching architectures and caching business models, and design algorithms for increasing the user-perceived performance and reducing content delivery expenditures; special emphasis is given on Video streaming and AR/VR services.
Internet of Things
We study new IoT architectures and services, focusing on energy efficiency and QoS criteria such as performance and delay. We develop working prototypes and use the Pervasive Nation testbed to evaluate our algorithms.
Collaborative Systems &
Social Networks
We study real-world cooperative systems (sharing economy models, community currencies, bargaining platforms), analyze data using ML and network science tools, build mathematical models to optimize the benefits of cooperation in these systems, and test them in diverse use cases.
Cellular Systems
We work on a diverse set of problems related to 5G/6G systems, from next-generation RAN systems and multiRAT architectures, to network economics and game-theoretic analyses.
Transportation Services
We design optimization solutions for large-scale automated transportation and logistic systems, for problems spanning network design and routing, to real-time scheduling of tasks. This thread is primarily in collaboration with Amazon Transportation Services EU.
