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Huakang Lin

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#graph neural networks Preprint Aug 2026

Closed-Loop Decision-Focused Learning for User-Aware Cloud Orchestration under Uncertainty

Heterogeneous job scheduling is formulated as a multi-objective combinatorial optimization problem (MOCOP) under uncertain constraints and a closed-loop decision-focused learning (CL-DFL) framework for cloud orchestration is proposed to improve robustness under heterogeneous workloads.

Dongbin Jiao, Xubo Zhang, Huakang Lin et al. · 0 citations