AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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WaveletECO, which integrates a closed-loop execution platform with large language models to enable agents to execute ECO decisions effectively, is proposed, and results show that specialized model training supports effective, low-cost multi-round ECO repair, with repair quality retained under INT8 quantization.
This work introduces RODE, which gives the radial and directional components separate update rules and step sizes in the matrix Frobenius norm, and suggests that decoupling radial and directional dynamics offers a more effective and controllable approach to matrix optimization.
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