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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Aakansha Nagwani

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Sep 2026

Scaling SDN Control Planes with Multi-Agent Reinforcement Learning

Modern Wide-Area Software-Defined Networks (WAN-SDNs) face critical challenges regarding scalability, control-plane propagation latency, and single-points-of-failure due to their reliance on centralized control architectures. While logically distributed SDN controllers mitigate structural vulnerabilities, existing stat...

Deepali Bhanushali, Aakansha Nagwani, Annie Rathore et al. · 0 citations

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