3 papers
cs.LG2025
PAF-Net: Phase-Aligned Frequency Decoupling Network for Multi-Process Manufacturing Quality Prediction
Yang Luo, Haoyang Luan, Haoyun Pan +3
Accurate quality prediction in multi-process manufacturing is critical for industrial efficiency but hindered by three core challenges: time-lagged process interactions, overlappin…
cs.SE2025
ScalerEval: Automated and Consistent Evaluation Testbed for Auto-scalers in Microservices
Shuaiyu Xie, Jian Wang, Yang Luo +3
Auto-scaling is an automated approach that dynamically provisions resources for microservices to accommodate fluctuating workloads. Despite the introduction of many sophisticated a…
cs.LG2024
Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making
Yang Luo, Shiyu Wang, Zhemeng Yu +4
The surging demand for cloud computing resources, driven by the rapid growth of sophisticated large-scale models and data centers, underscores the critical importance of efficient…