Site reliability engineers often use MTTx metrics to evaluate improvements or track trends. But is either MTTR ( mean time to recovery ) or MTTM ( mean time to mitigation ) ideal for decision making or trend analysis when it comes to production incidents? This report not only demonstrates how and why MTTx metrics come up short but also proposes ways to think about metrics differently to get the answers you want.
Google SRE Štěpán Davidovič uses a Monte Carlo simulation to show you how poorly MTTx metrics perform with production incidents. Applying these metrics is trickier than it seems and can be dangerously misleading in many practical scenarios. With this report, you'll explore alternative methods for achieving these measurements.
- Work with a simple model of the incident lifecycle and timings using empirical datasets
- Use an analytical approach to get a clear picture of what your incident durations look like
- Focus on narrow questions of the incident lifecycle rather than analyze incident statistics using MTTx
- Explore alternative methods for achieving your measurements
Table of contents
Incident Metrics in SRE
- Incident Life Cycle and Timing
- Analyzing Improvements
- Analytical Approach
- Large Company Incident Data Set
- Is It About Data Quality?
- And That’s Why MTTx Will Probably Mislead You
- Better Analysis Options
- Title: Incident Metrics in SRE
- Release date: March 2021
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781098103156
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