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Tanren Liu

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Conference Jul 2026

EnvelopeTC: Hierarchical Intra-Path Learning for Adaptive Traffic Control

Software defined networks offer global visibility, yet centralized control loops are too slow for transient congestion and bursty traffic dynamics. Existing learned traffic control schemes often rely on offline training, making them fragile under distribution shifts. We present EnvelopeTC, a hierarchical SDN traffic co...

Wenyang Jia, Jingjing Wang, Zi-Wei Yan et al. · 0 citations

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