Homogeneous transfer learning for supporting pervasive edge applications

T Moustakas, K Kolomvatsos - Evolving Systems, 2023 - Springer
Edge computing is a paradigm which refers to the use of a range of devices and
computational capabilities close to end users. The main idea is to process data closer to the …

An Inference Mechanism for Proactive Service Migration at the Edge

G Boulougaris, K Kolomvatsos - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
The coexistence of the Internet of Things and Edge Computing aims to offer a processing
infrastructure close to end users that will improve the performance of applications and limit …

A Pervasive Framework for Human Detection and Tracking

F Georgios, B Dimitrios, K Kolomvatsos - arXiv preprint arXiv:2303.11170, 2023 - arxiv.org
The advent of the Edge Computing (EC) leads to a huge ecosystem where numerous nodes
can interact with data collection devices located close to end users. Human detection and …

Task-Aware Data Selectivity in Pervasive Edge Computing Environments

A Koukosias, C Anagnostopoulos, K Kolomvatsos - Authorea Preprints, 2023 - techrxiv.org
Nowadays, special focus on intelligent and context-aware data management is given in the
intersection between Internet of Things (IoT) and Edge Computing (EC), where humongous …