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Huan Le

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Open access 2026

Synchronous Distributed Training With Runtime-Adaptive Mechanisms in Hybrid Cloud Environments

Experimental evaluations demonstrate the effectiveness of the framework ASTRA, which achieves lower time-to-accuracy than a resource-heterogeneity-aware baseline and several compression-based frameworks, while preserving convergence quality and robustness across heterogeneous hybrid cloud environments.

Tuan Anh Vuong, Thanh Loi Hoang, Huan Le et al. · IEEE Access · 0 citations