Author

Bablu Kumar

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Preprint Sep 2026

Stability-Aware Proactive Autoscaling Using a Double Deep Q-Network in Cloud Computing Environments

A double deep Q-Network-based proactive autoscaling approach (DDQN-Proactive) along with Resource Removal Strategy (RRS) that enhances decision-making by decoupling action selection from value evaluation, enabling more stable and adaptive scaling.

Bablu Kumar, Anshul Verma, Rajkummar Buyya · 0 citations