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

Author

Fei Qian

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Aug 2026

Construction of a Distributed Control Plane in SDN Based on Speculative Prediction and Random Early Migration Control

This study addresses the Switch Migration Problem (SMP) in distributed Software‐Defined Networking (SDN) control planes and proposes a speculative predictive control‐based load balancing approach. Conventional methods usually migrate switches only after controllers are overloaded, leading to response delays and netwo...

Taiki Matsumura, S. Koakutsu, Fei Qian · 0 citations
Open access Aug 2026

A Latency‐Prediction‐Based Speculative Multipath Routing Method for SDN

Experimental results highlight SMR‐LP's predictive capability, robustness, and adaptability, making it a promising routing strategy for latency‐sensitive and mission‐critical SDN applications.

Taiki Matsumura, S. Koakutsu, Fei Qian · 0 citations

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