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How GitLab.com Uses Long-Term Monitoring Data for Capacity Forecasting
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- 1 Intro
- 2 A series of Postgres saturation events..
- 3 Definitions: Resources
- 4 Saturation Events vs. Mitigation Time
- 5 System Capacity Planning
- 6 Load Testing Maximum Capacity
- 7 Guessing Maximum Capacity
- 8 Modelling Maximum Capacity
- 9 Estimating System Capacity is Hard
- 10 Resource Capacity, not System Capacity
- 11 Resource/Service Matrix
- 12 Measuring Utilization Consistently
- 13 Prometheus Recording Rules
- 14 Aggregating to Reduce Data
- 15 Real-time Utilization Monitoring (Detail)
- 16 Using Thanos for Long-Term Metrics Storage
- 17 First Attempt at Forecasting: Linear Regression
- 18 Runaway Session State Bug
