5 citations · 14 across the 13 of their papers we have counts for
6 papers
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…
SymbioCity: Smart Cities for Smarter Networks
Federico Chiariotti, Massimo Condoluci, Toktam Mahmoodi +1
The "Smart City" (SC) concept revolves around the idea of embodying cutting-edge ICT solutions in the very fabric of future cities, in order to offer new and better services to cit…
Joint Optimization of Energy Efficiency and Data Compression in TDMA-Based Medium Access Control for the IoT - Extended Version
Chiara Pielli, Alessandro Biason, Andrea Zanella +1
Energy efficiency is a key requirement for the Internet of Things, as many sensors are expected to be completely stand-alone and able to run for years without battery replacement.…
Scheduling Policies for the LTE Downlink Channel: A Performance Comparison
Mattia Carpin, Andrea Zanella, Jawad Rasool +3
A key feature of the packet scheduler in LTE system is that it can allocate resources both in the time and frequency domain. Furthermore, the scheduler is acquainted with channel s…