Goal-oriented communications for the IoT: System design and adaptive resource optimization

P Di Lorenzo, M Merluzzi, F Binucci… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) applications combine sensing, wireless communication, intelligence,
and actuation, enabling the interaction among heterogeneous devices that collect and …

Opportunistic Information-Bottleneck for Goal-Oriented Feature Extraction and Communication

F Binucci, P Banelli, P Di Lorenzo… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
The Information Bottleneck (IB) method is an information theoretical framework to design a
parsimonious and tunable feature-extraction mechanism, such that the extracted features …

Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting

F Binucci, M Merluzzi, P Banelli, EC Strinati… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep Neural Network (DNN) splitting is one of the key enablers of edge Artificial Intelligence
(AI), as it allows end users to pre-process data and offload part of the computational burden …

A Review of Current Research Trends in Green Computing

GM Nyabuto - East African Journal of Information Technology, 2024 - journals.eanso.org
Green computing also called green ICT refers to any computing process or practice aimed at
reducing any negative effect that computing technology has on the environment. Technology …