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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xiao-Feng Gao

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Conference Open access Sep 2026

JointScaler: A Hierarchical Multi-Indicator Distribution Forecasting Approach for Uncertainty-Aware Joint Scaling in Cloud Services

JointScaler is proposed, a learning-based framework for multi-indicator distribution forecasting and uncertainty-aware scaling that captures inter-indicator dependencies via hierarchical attention, models dynamic uncertainties with normalizing flows, and leverages full predictive distributions to optimize bundled resou...

Yang Luo, Zhe-Meng Yu, Yi-Kang Fu et al. · 0 citations

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