#latency

ML Model Deployment: Serving Frameworks, KV Cache, and the Latency Metrics That Matter

Once a model clears staging, the serving stack decision determines whether you hit your latency SLAs or spend a sprint chasing p99 spikes. Here's what to evaluate and what to instrument.