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ModelForge/docs/architecture/adr/0040-bounded-capacity-telemetry-retention.md

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ADR-0040: Bounded capacity telemetry retention

Status

Accepted in M14 on 2026-08-27.

Decision

Sample the existing authoritative hardware/scheduler state at minute granularity, retain raw snapshots for seven days and hourly aggregates for 90 days. Forecast only with at least 12 samples spanning one hour. Monitoring persistence is not a serving dependency.

Consequences

ModelForge gains explainable GPU/storage trends without a second NVML collector or an unbounded time-series table. Sparse/stale history is reported honestly, and external workloads remain observed but unmanaged.