LLMOPS & AI INFRASTRUCTURE • 269 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
CUDA
CUDA is NVIDIA’s software platform and programming ecosystem for GPU computing.
Think of it like
Think of CUDA 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 CUDA to keep cost and latency under control.
SRE lens
Many AI serving stacks depend on compatible NVIDIA drivers and CUDA libraries.
Remember thisCUDA is NVIDIA’s software platform and programming ecosystem for GPU computing.