LLMOPS & AI INFRASTRUCTURE • 270 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
HBM
HBM is high-bandwidth memory used on many modern AI accelerators.
Think of it like
Think of HBM 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 HBM to keep cost and latency under control.
SRE lens
Memory bandwidth can limit token generation speed even when compute exists.
Remember thisHBM is high-bandwidth memory used on many modern AI accelerators.