The cost and efficiency of IP geolocation data services depends on careful system design. This talk covers how storage architecture, data compression, network optimization, memory layout, and CPU-level tuning all play a role. We also show how techniques like NUMA awareness, SIMD, zero-copy, and zero-serialization enable higher traffic with lower resource use.
