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Finding a needle in a 4 GB haystack: from 0.75 GB/s to 49 GB/s in Go

This article benchmarks various Go implementations to maximize throughput when searching a 4GB file, achieving a 66x speedup from 0.75 GB/s to 49 GB/s. It highlights performance bottlenecks across the Go runtime, kernel, and memory hierarchy, while showcasing the new Go 1.26 simd/archsimd package for writing AVX-512 code in pure Go.

Background

The author explores extreme low-level optimization techniques in Go to understand the limits of data processing throughput on modern hardware. This serves as a case study for leveraging new SIMD features introduced in upcoming Go versions.

Source
Lobsters
Published
Jul 7, 2026 at 07:19 PM
Score
7.0 / 10