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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zhi-Yuan Zuo

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Conference Aug 2026

Thermal-Aware Coordinated Scheduling of Batch Workloads and Cooling Operations with Suspend–Resume Flexibility for Data Centers

Data centers are under increasing pressure to improve operational efficiency amid growing computing demand and rising energy consumption. Among different workload types, batch workloads constitute an important source of scheduling flexibility because their execution can be adjusted over time while satisfying completion...

Yu-Chen Dong, Wei-Bo Zheng, Zhao-Ming Tian et al. · 0 citations
Conference Aug 2026

GraphReformer: Information-Bottleneck-Driven Implicit Structural Inference for Efficient Transformer-Based Time Series Forecasting

Multivariate long-sequence time series forecasting (MLSTF) is critical in applications such as electricity consumption planning, where accurate prediction requires models to capture complex temporal dependencies over extended horizons while remaining computationally efficient. Current MLSTF methods are largely built up...

Zhi-Yuan Zuo, Zhao-Ming Tian, Xiao-Yu Cao et al. · 0 citations

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