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

Author

Sushil Rawat

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Open access 2026

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

Container orchestration platforms have made cloud-native deployment routine, but autoscaling at the cluster level remains a persistent source of capacity-pressure service-level objective (SLO) violations under bursty workloads. Existing autoscalers either react slowly to capacity exhaustion, paying cloud cold-start lat...

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

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