Serving
Admission control decides which queued requests enter active model execution and which remain waiting. The decision can account for cache capacity, batch limits, priorities, and latency objectives.
Controlled admission prevents active work from consuming memory or latency headroom needed for stable service. Policies that are too conservative can leave useful accelerator capacity idle.
A scheduler estimates prompt and generation demand before reserving execution capacity. It revises admission as sequences complete, caches free, requests cancel, or priorities change.
Admission control decides which queued requests enter active model execution and which remain waiting. The decision can account for cache capacity, batch limits, priorities, and latency objectives. A scheduler estimates prompt and generation demand before reserving execution capacity. It revises admission as sequences complete, caches free, requests cancel, or priorities change.
Controlled admission prevents active work from consuming memory or latency headroom needed for stable service. Policies that are too conservative can leave useful accelerator capacity idle.
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