distributed workloads

The distributed workloads tag on WindowsForum covers topics related to running large-scale AI and data processing tasks across multiple machines or clusters. Recent content highlights Anyscale Managed Ray for Azure, a public preview service that integrates with Microsoft Azure to support AI data, training, inference, and agent workloads. This reflects a trend where enterprises are moving from renting AI model APIs to operating their own distributed AI infrastructure. Discussions focus on cost control, sovereign AI, and native Azure integration for distributed computing. The tag is relevant for IT professionals and developers managing distributed systems in enterprise environments.