A new publication was recently accepted in the Elsevier Journal of Future Generation Computer Systems (FGCS):
Kolomvatsos, K., ‘A Proactive Inference Scheme for Data-Aware Decision Making in Support of Pervasive Applications’, accepted for publication in Elsevier FGCS, 2022.
The paper discusses a model that creates a ‘matching’ map between distributed datasets to proactively support decisions like services/data migration or tasks offloading. The proposed inference is based on the temporal probabilistic management of data synopses exchanged between peers in the edge ecosystem while exposing the historical correlation of the individual/distributed datasets.