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SAGE is a conservative refinement of the standard gate that recovers the baseline exactly at a boundary setting, and employs a one-sided paired test that commits an edit only when its wins are statistically reliable against its losses, and it abstains otherwise.
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...
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