PagedAttention maps logical KV blocks to noncontiguous physical pages, much like virtual memory. It reduces fragmentation, enables prefix sharing and copy-on-write, and lets the scheduler pack more sequences safely.
Make interfaces and ownership explicit; add versioning, access control, monitoring, canary rollout, rollback, and a plan for delayed labels or human review.
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