9 citations · 12 across the 9 of their papers we have counts for
4 papers · 1 filter
Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition
Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta +1
In this work, we tackle the problem of performing multi-label classification in the case of extremely heterogeneous data and with decentralized Machine Learning. Solving this issue…
RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms
Filip Loisel, Geri Zeqo, Andrea Morichetta +2
The increasing volume and complexity of IoT systems demand a transition from the cloud-centric model to a decentralized IoT architecture in the so-called Computing Continuum, with…
Adaptive Stream Processing on Edge Devices through Active Inference
Boris Sedlak, Victor Casamayor Pujol, Andrea Morichetta +2
The current scenario of IoT is witnessing a constant increase on the volume of data, which is generated in constant stream, calling for novel architectural and logical solutions fo…
SLO-Aware Task Offloading within Collaborative Vehicle Platoons
Boris Sedlak, Andrea Morichetta, Yuhao Wang +4
In the context of autonomous vehicles (AVs), offloading is essential for guaranteeing the execution of perception tasks, e.g., mobile mapping or object detection. While existing wo…