CAPACITY, WITH CONTEXT

Resource Advisor

See the pressure. Understand the pattern.
Decide what to do next.

Read-only · No paid AI
Observation window
1 hour · frozen sample
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Memory · OBSERVATIONS & ESTIMATE

Pressure may be building

rising trend
0%50%100%Window startReport time
— Observed┄ Heuristic estimate┄ 90% warning threshold
Valid samples610 missing · 0 invalid
Window coverage100%12/12 five-minute buckets
Forward horizon60 minNever beyond the observed span or 60 minutes

YOUR NEXT CHECK

90% crossing estimated in 53.3 minutes

A rising trend may reach 90% within the bounded horizon. Check processes, scheduled jobs and safe cleanup first; review capacity only if representative history confirms it.

Linear trend: 9 percentage points/hour. Estimated endpoint: 91%. Fit R²: 1; maximum deviation: 0 percentage points. Heuristic only, not a probability or guarantee. Workloads can change abruptly.

Latest valid resource observation: 2026-10-22 15:00:00 UTC. Freshness limit: 180 seconds. Observed thresholds describe the last sample, not a forecast or a current-health guarantee.

What this advisor can—and cannot—tell you

Estimates need at least 12 valid samples, 80% five-minute coverage and 80% of the selected time span, no gap over ten minutes, a fresh latest report and a consistent trend. Missing or invalid measurements withhold estimates. Dense bursts do not count as full-window coverage.

Each occupied five-minute bucket has equal weight. Fits with more than five percentage points of raw deviation, or R² below 0.7 for a non-flat trend, are withheld. CPU and memory are especially bursty; a straight line is not a workload model. There is no confidence percentage, automatic upgrade, paid AI call or VPS action.

Only active collectors for currently owned, non-terminated services are used. At most 10 services and 720 samples per service are analyzed. Retention may shorten history. This bounds returned data, not database scan cost. No network, broker or trade-execution quality is inferred.

Report generated 2026-10-22 15:00:00 UTC · 1-hour window. Reload to reassess freshness; this page is not a live monitor.

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