Author

Yang Liu

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Open access Aug 2026

Edge-cloud collaboration-driven predictive modeling for high-performance computing centers.

This study proposes a deployment-oriented edge-cloud collaboration (ECC) framework integrated with a transient-aware predictive architecture, named FS-Attention, designed to balance transient responsiveness, engineering deployability, and decision transparency, which achieves competitive full-year prediction accuracy.

Shuai-Yin Ma, Ye-Ye Cao, Yang Liu et al. · Neural Networks · 0 citations