← Engineering Series

TURBNIX ENGINEERING SERIES · POST #32

NUMA & CPU Affinity

Focuses on NUMA topology and keeping work close to the CPU and memory resources that own it.

Turbnix Engineering Series #32: NUMA & CPU Affinity
Original Turbnix Engineering Series artwork · Post #32

From the original Engineering Series

This page preserves the topic and technical direction represented by the original artwork. The historical LinkedIn draft text is not reproduced as an exact quotation where the original standalone draft is unavailable.

NUMA & CPU Affinity

On multi-socket or multi-NUMA systems, remote memory access can add latency. A workload-aware server can place workers and memory pools deliberately, then verify the result with latency, throughput and CPU measurements rather than assuming affinity always helps.

Ideas first. Evidence next.

Turbnix engineering claims should ultimately be validated with reproducible tests. Design goals, early observations and measured production results are kept distinct so the project can improve from evidence rather than assumptions.