more inference servers deployable under a fixed power budget via priority-based oversubscription, in POLCA's simulation
~30%modeled
| Value kind | modeled — Interpret this value according to its displayed kind, scope, source, and as-of date. |
|---|---|
| Scope | POLCA simulation on Microsoft inference traces: 30% more servers within performance SLOs under its priority-based capping policy. Not a deployable allowance for another fleet. |
| As of | 2024-04 |
| Source | POLCA: Power Oversubscription in LLM Cloud Providers (Microsoft Research) · Abstract and §6.2: POLCA deploys 30% more inference servers while staying within performance SLOs |
| Review | checking…review by 2027-04-27 · standard cadence |
| Recorded changes | last 2026-10-16 · 2 revisions tracked |
| Claim id | more-inference-servers-deployable-under-a-fixed |
Where the guide uses it
← Full numbers register — every date-stamped figure in the guide, with revision history.