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Arooba Akhtar

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#reinforcement learning Open access Aug 2026

CloudSafe-TP: Hybrid AI-Based SLO-Aware Predictive Thread-Pool Control for Distributed Cloud Backends

Overall, CloudSafe-TP provides predictive and uncertainty-aware pool-size adjustment that improves P99 SLO protection during bursty workloads while avoiding unnecessary concurrency and resource usage under moderate load.

F. Bahadur, Arooba Akhtar, Nadir Hussain et al. · 0 citations

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