Digital Realty’s PDx®: AI Workflow – Multi-Clouds solution supports AI training in the cloud and inference in customer-hosted private cloud environments, with secure data access from anywhere. Built on PlatformDIGITAL®, it addresses challenges like cost-effective AI training, unpredictable scaling, large-volume data transfer, and maintaining data security and compliance. The architecture involves establishing direct connections to public clouds, deploying private infrastructure in colocation, and operationalizing a Digital Infrastructure Hub. Benefits include reduced latency, high GPU scalability, and trusted, performant data access across a distributed AI workflow.

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