Author

Gang Chen

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Preprint Aug 2026

ScaleSense: Cost-Intelligent Scaling Framework via Learned Resource Estimation in Alibaba AnalyticDB

This work proposes ScaleSense, a proactive, query-level resource scaling framework that addresses the critical performance-cost trade-off while maintaining low-overhead inference latency, and confirms its practical performance in production deployments.

Yifan Wu, Yuhan Li, Zhenhua Wang et al. · 0 citations