Building your own high performance software - Githubissues

PhVHoang / TIL

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Building your own high performance software #438

Open PhVHoang opened 10 months ago

PhVHoang commented 10 months ago

Keep in mind low-level details when designing your system.
Design based on hardware capabilities.
Choose data structures and abstractions based on the needs of the task.
Provide specializations for special cases.
Try new, "best" algorithms, that you read about yesterday.
Choose an algorithm in runtime based on statistics.
Benchmark on real datasets.
Test for performance regressions in CI.
Measure and observe everything.

References

https://clickhouse.com/docs/en/concepts/why-clickhouse-is-so-fast