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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

Sushil Rawat

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Open access 2026

AgileSphere: Predictive-Reactive Kubernetes Cluster Autoscaling With Warm-Pool Node Promotion

AgileSphere is presented, a predictive-reactive cluster autoscaling framework that combines ScalePlanner, an iTransformer-based capacity forecaster trained on the Alibaba 2022 cluster trace, and AgileServer, a monotone-max reconciler that arbitrates between the two desired-state sources to identify a stability advantag...

Pooyan Habibi, Sushil Rawat, Alberto Leon-Garcia · 1 citation

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