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How would you measure P95 latency by geographic region?

Source: sre.googleintermediate

Tests your ability to translate a business need into a concrete observability implementation. A good answer involves instrumenting the API with a histogram metric, adding a region label via GeoIP, and querying with `histogram_quantile`.

This tests your ability to translate a business requirement into a concrete observability implementation, considering metric types, data cardinality, and cost. A strong answer outlines instrumenting the API to record latency, adding a `region` dimension via GeoIP, using a histogram metric for efficient distribution capture, and then using a query like `histogram_quantile` to calculate the P95 grouped by region.

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How would you measure P95 latency by geographic region? · Tezvyn