153 citations · 713 across the 53 of their papers we have counts for
41 papers · 1 filter
Low-Latency Massive Access with Multicast Wake Up Radio
Anay Ajit Deshpande, Federico Chiariotti, Andrea Zanella
The use of Wake-Up Radio (WUR) in Internet of Things (IoT) networks can significantly improve their energy efficiency: battery-powered sensors can remain in a low-power (sleep) mod…
Fast Context Adaptation in Cost-Aware Continual Learning
Seyyidahmed Lahmer, Federico Mason, Federico Chiariotti +1
In the past few years, DRL has become a valuable solution to automatically learn efficient resource management strategies in complex networks with time-varying statistics. However,…
Energy-Aware Packet Schedulers for Battery-Less LoRaWAN Nodes
Martina Capuzzo, Carmen Delgado, Jeroen Famaey +1
The Internet of Things (IoT) enables a wide variety of applications where large sensor networks are deployed in remote areas without power grid access. Thus, the sensor nodes often…
The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G
Seyyidahmed Lahmer, Federico Chiariotti, Andrea Zanella
In the past few years, Deep Reinforcement Learning (DRL) has become a valuable solution to automatically learn efficient resource management strategies in complex networks. In many…
Energy Efficient Deployment and Orchestration of Computing Resources at the Network Edge: a Survey on Algorithms, Trends and Open Challenges
Neda Shalavi, Giovanni Perin, Andrea Zanella +1
Mobile networks are becoming energy hungry, and this trend is expected to continue due to a surge in communication and computation demand. Multi-access Edge Computing (MEC), will e…
Joint Scheduling and Coding for Reliable, Latency-bounded Transmission over Parallel Wireless Links
Andrea Bedin, Federico Chiariotti, Andrea Zanella
Several novel industrial applications involve human control of vehicles, cranes, or mobile robots through various high-throughput feedback systems, such as Virtual Reality (VR) and…