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What does a repeated microbenchmark leave out?

Compare the costs visible in an isolated hash-table operation with the effect of workload and cache behavior. Microbenchmarks help answer a narrower question than end-to-end measurements.

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But without running the data once, how do you know what dimensions are inconsequential?
CppCon 2017: Matt Kulukundis “Designing a Fast, Efficient, Cache-friendly Hash Table, Step by Step” · ▶ 20:19–20:25
when you go to time it you're timing the feature of interest which puts it in cash anyway
Modern Dictionaries by Raymond Hettinger · ▶ 48:33–48:41