LLMOPS & AI INFRASTRUCTURE • 266 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
TPU
A TPU is a specialized accelerator designed for tensor and machine-learning workloads.
Think of it like
Think of TPU 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 TPU to keep cost and latency under control.
SRE lens
Some cloud AI stacks use TPUs instead of or alongside GPUs.
Remember thisA TPU is a specialized accelerator designed for tensor and machine-learning workloads.