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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Zerihun Huruy

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Open access Aug 2026

FedQoS: Federated QoS-Risk Learning for Heterogeneous Indoor-Outdoor Access Selection

Simulation results show that learning-based access selection substantially reduces the QoS-failure rate compared with signal-based and historical-QoS heuristic methods, and demonstrate the potential of federated QoS-risk learning for reliable, data-local access selection in dynamic wireless environments.

Thieu Van Nguyen, T. Nguyen, Ons Aouedi et al. · 0 citations

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