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Nikita Singh

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Conference Aug 2026

A Real-Time Workload Monitoring–Based Intelligent Auto-Scaling Framework for Cloud Systems

Kubernetes Horizontal Pod Autoscaler(HPA) and other existing auto-scaling solutions that respond reactively to demand experience significant delays in provisioning and inefficiencies when responding to sudden workload spikes. This paper proposes a new Real-Time Workload Monitoring-Based Intelligent Auto-Scaling Framewo...

Nikita Singh, Meenu Gupta, Rakesh Kumar et al. · 0 citations

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