Author

Zhou Lu

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Open access 2026

PRESAGE: Uncertainty-Aware Predictive Elastic Scheduling for Cloud Analytics and GenAI Inference

Cloud data platforms increasingly co-locate hybrid analytical workloads (data-lake/warehouse queries, batch and stream engines) with generative-AI (GenAI) inference services, producing load traces that are strongly bursty, heavy-tailed, and multi-phase. Reactive threshold autoscalers and simple ARIMA/LSTM predictors re...

Yi-Nuo Wang, Xuan-Ping Zou, Zhou Lu et al. · IEEE Access · 1 citation