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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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S. Panwar

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Book Open access Aug 2026

Mind the Generalization Gap: Lessons from Reproducing Research on Machine Learning for Wireless Networks

Machine learning is increasingly used across wireless systems, with research papers reporting highly promising results, yet most proposed solutions are never deployed in practice. One major reason is the generalization gap between research evaluation and real world wireless settings. In this paper, we reproduce studies...

Lavesh Mangal, Fraida Fund, S. Panwar · 0 citations
Open access 2026

Ultra-Reliable High-Capacity Wireless Backhaul

An approach based on ITU rain-attenuation models predicts the capacity that wireless point-to-point links can guarantee at different reliability levels and finds that combining high and low bands can enable ultra-reliable operation, albeit with reduced capacities, while relaying improves guaranteed capacity at moderate...

Ufuk Usubütün, André Gomes, S. Narayanan et al. · 0 citations

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