Paolo Galeone • 5/1/2024

The (Hidden?) Costs of Vertex AI Resource Pools: A Cautionary Tale

This article details a developer's experience with a sudden 500% cost increase in Google Cloud's Vertex AI, traced back to a lingering resource pool. It documents the troubleshooting process, the lack of clear billing details, and provides Go code to delete such pools to prevent hidden charges, serving as a cautionary tale for cloud ML cost management.

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#Machine Learning #cost optimization #Resource Management