Machine learning has a habit of making cloud bills grow faster than expected. A small experiment might need one CPU instance for a few hours. A production deep-learning project can suddenly require dozens of GPUs,…
Cloud Computing
Designing Cloud Infrastructure for AI-Intensive Digital Workloads
Running a normal web application and running a large AI workload may both happen in the cloud, but the infrastructure demands can be completely different. Traditional applications often scale around CPU capacity, database connections, and…