LLMOPS & AI INFRASTRUCTURE • 306 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
Cache Hit
A cache hit occurs when requested reusable data is found in cache.
Think of it like
Think of Cache Hit like familiar infrastructure capacity and traffic engineering, except the scarce resources are often tokens, GPU memory and model latency.
Real life
High-scale AI services depend on Cache Hit to keep cost and latency under control.
SRE lens
Track cache-hit ratio to explain latency and cost improvements.
Remember thisA cache hit occurs when requested reusable data is found in cache.