CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift

Jack Bell, Giacomo Carfi, Gerlando Gramaglia +3

Cloud virtual machines are often overprovisioned, creating avoidable cost and operational inefficiency. We present CLOUDADV, an interactive engineer-facing advisory system for clou…