2 papers
cs.NI2026
Enabling Efficient Client Selection in FL-as-a-Service for Multi-Application based Society 5.0
Prachi Nandi, Sonakshi Satpathy, Timam Ghosh +1
The rapid development of the Internet of Things (IoT) has led to the generation of vast amounts of data from sensors, prompting the need for advanced learning models to analyze thi…
cs.NI2026
GNN-based Multi-Agent Control of Traffic Shockwaves in Sparse Vehicular Ad-hoc Networks
Prachi Nandi, Madhuri Malakar, Sonakshi Satpathy +1
Traffic shockwaves are stop-and-go waves that propagate upstream through the streams of vehicles and are one of the major causes of traffic congestion, fuel inefficiency, and incre…