3 citations · 4 across the 6 of their papers we have counts for
3 papers · 1 filter
Exploiting the Alternatives: Coordinated Learning via Hierarchical RL for Dynamic VNEAP
Ali Al Housseini, Cristina Rottondi, Sebastian Troia +1
Virtual Network Embedding (VNE) is a key enabler of network slicing, yet most formulations assume that each Virtual Network Request (VNR) has a fixed topology. Recently, VNE with A…
On the Optimization of Model Aggregation for Federated Learning at the Network Edge
Mengyao Li, Noah Ploch, Sebastian Troia +3
The rapid increase in connected devices has signifi- cantly intensified the computational and communication demands on modern telecommunication networks. To address these chal- len…
Pair-Bid Auction Model for Optimized Network Slicing in 5G RAN
Mengyao Li, Sebastian Troia, Yingqian Zhang +1
Network slicing is a key 5G technology that enables multiple virtual networks to share physical infrastructure, optimizing flexibility and resource allocation. This involves Mobile…