atomic primitives
AssessTechniques
Low-level atomic operations used to update shared state safely with minimal synchronization overhead.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 4InfoQ·9/3/2026researchScaling Low-Overhead Instrumentation
Brian Martin describes the performance costs of metrics libraries and outlines techniques for keeping instrumentation lightweight at scale. He highlights atomic primitives, per-CPU sharding, lock-free histograms, and eBPF integration as ways to preserve observability without significantly affecting system performance.