Scoring Overview
Workload Timeline
Copr P99 Latency
TiDB P99 Latency
CPU Utilization
Replicas
Scale Out
Scale In
CPU Util Distribution vs HPA Zones
Detailed Scaling Events
| # | Time | Dir | Change | CPU Sparkline (+/-2min) | CPU@Event | Deviation | Threshold | Lag |
|---|
Scoring Breakdown
v0 HeuristicP99 Latency Distribution
Normal
Acceptable
Degraded
Poor
Critical
HPA Configuration
CPU Target55%
Tolerance10%
Scale-Up Zone> 60.5%
Do-Nothing Zone49.5% - 60.5%
Scale-Down Zone< 49.5%
Min / Max Replicas2 / 30
Scale-Up PolicyMax
Scale-Down PolicyMax
Stabilization Window180s
CPU Request4 cores
Observed Replica Range2-5
Replica Distribution
Evaluation Criteria
v0 Heuristic Scoring: These criteria use rule-based heuristics. Scores are approximate and will be refined with ML-based evaluation in future versions.
Recommendations
Data Sources
Dataplane Prometheus
019bda6f-e0a4-7e29-bb26-5c4e0e874ec3
Application Prometheus
019bda70-1a2b-7c3d-aa45-6d5f1f985fd4