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Author

Yinuo Wang

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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. · 1 citation
Preprint Aug 2026

SkillEffect: Checked Lowering for Memory-Bounded Agent Tools

SkillEffect is presented, a checked-lowering runtime for computations with a recoverable source relation, an audited bounded implementation, and a registered output postcondition that shows that one checked-lowering architecture can enforce heterogeneous registered memory relations at Agent tool dispatch.

Yi-Nuo Wang, Yiyu Shi · 0 citations

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