demand forecasting

Learn how to forecast AI capacity on Linux using pure Bash: sample GPU/CPU/memory each minute, normalize to GPU-hours and CPU-core-hours, aggregate hourly, and produce a next-24h hour-of-day forecast—no heavy frameworks. Includes apt/dnf/zypper installs, optional nvidia-smi/RRDtool, scripts for collection/aggregation/forecasting, and actions to autoscale, schedule jobs, and cut spend while meeting SLOs.