arxivcs.DCcs.LG2026-07-05
Air-Plan: Query-Optimized Topology Selection for Over-the-Air Decentralized Federated Learning
Kaushal Attaluri, Rebeca P. Diaz-Redondo, Manuel Fernandez Veiga
Over-the-air (OTA) aggregation exploits the superposition property of wireless multiple-access channels to aggregate model updates from multiple devices within a single transmission slot, significantly reducing communication latency. While OTA computation has been extensively stu…