Add cache balance weight for cache-aware routing - #1
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Closing this fork-local PR; the change is being opened against sgl-project/sglang instead. |
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Summary
This stacked draft PR adds an optional
cache_balance_weightknob to SMG cache-aware routing. A value of0.0preserves the existing strict best-prefix behavior. Positive values subtract a shadow-cache-size penalty from cache-match scoring, allowing common prefixes to spread across workers when the caller wants better cache footprint balance.Changes include:
cache_balance_weightto cache-aware policy config, validation, CLI, and Python bindings.Relationship
This is stacked on
pd-router-dp-awareand should be rebased onto upstream main after the DP-aware PD router change lands.Validation
git diff HEAD~1..HEAD --check