Disciplines
Other Technical Sciences (20%); Computer Sciences (80%)
Keywords
Edge Computing,
Sustainable ICT,
Geographically distributed machine learning,
Code Offloading,
Fault tolerance
Abstract
The goal of Themis project is to devise fundamentals for the new groundbreaking
generation of geographically distributed probabilistic operating systems unifying
computation and communication facilities. The idea is to instantly offload arbitrary
portions of the code from the end device (like the IoT sensors) to the arbitrary
computational surrogates that might be an idle node, your personal laptop, a
raspberry pi or any other computational facility. The challenge is to achieve
sustainability, while facilitating low latency of hyper heterogeneous, highly volatile
tactile Internet applications.
Our ambitions in Themis are enabled by the recent developments in Edge
computing, a new concept bringing computation and data storage closer to the
location where it is needed and by probabilistic large scale near real time systems
relying on Markov Chains -- both areas pioneered by the PI. Besides very concrete
use cases within intelligent traffic management and hybrid classic/quantum
architectures, we identified the innovation potential in the area of Microgrids and
Earth Science.