Compute Capacity & Provisioning Risk
Identify inability or growing difficulty to provision or scale required VM SKUs.
Unacknowledged
Risk score
22/ 100Normal
+2 vs. 24h ago
Status
Normal risk
Confidence: 70%
Estimated lead time
~4–6 days
Based on current trend
Risk score trend
Evidence
Quota headroomcapacity
L32s_v3 vCPU quota at 71% in Southeast Asia
Provisioning timeazure
Median VM create time 1.5× the 7-day baseline
How this risk score works
- What it is
- A 0–100 estimate of how likely Compute Capacity & Provisioning are to cause customer impact soon. Higher means more signals are moving away from normal at the same time.
- How it is calculated
- Each signal is compared with its own baseline (same hour, last 14 days). The further it is above baseline, the more points it adds, up to a fixed weight per signal. The points add up to the score, capped at 100. Method: transparent score + trend / time-to-pressure forecast.
- This score
- L32s_v3 quota used +9, VM provisioning time (p50) +8, Allocation failures (24h) +3, other signals +2 = 22 (Normal), +2 vs. 24h ago.
- 0–25 Normal26–50 Elevated51–75 High76–100 Critical
- What it tells you
- Impact is likely in ~4–6 days if the trend continues. Start with L32s_v3 quota used, which adds the most points. Confidence 70% reflects how many expected data feeds reported.
Contributing signals
Score breakdown22 / 100
| Signal | Current | Baseline | Points | Impact |
|---|---|---|---|---|
| L32s_v3 quota used | 71% | 60% | +9 | medium |
| VM provisioning time (p50) | 6.2 min | 4.1 min | +8 | medium |
| Allocation failures (24h) | 1 | 0 | +3 | low |
| Scale-out retries (24h) | 2 | 1 | +2 | low |
Affected resources (2)
| Resource | Type | Region / AZ | Current Risk |
|---|---|---|---|
| vm-anq-c0523-n01 | Virtual Machine | Southeast Asia / 1 | 40 |
| vm-anq-c0734-n01 | Virtual Machine | West Europe / 2 | 28 |
Affected clusters (2)
| Cluster | Resource group | Current Risk |
|---|---|---|
| ANQ-0523 · Software & SaaS | rg-anq-prod-sea-c0523 | 40 |
| ANQ-0734 · Architecture & Engineering | rg-anq-prod-weu-c0734 | 28 |
Recommended actions
- 1Request a quota increase for L32s_v3 in Southeast Asia before headroom drops below 20%.
- 2Review alternative SKUs approved for Qumulo nodes in the region.
- 3Track provisioning time daily; escalate if p50 exceeds 2× baseline.