You plan to provision an HPC cluster in Azure that will use a third‑party job scheduler. You need to recommend a solution to provision and manage the cluster nodes and integrate with the scheduler. Which Azure service should you include in the recommendation?

Azure CycleCloud is the correct choice because it is specifically designed for provisioning, managing, and optimizing High-Performance Computing (HPC) clusters on Azure, including integration with third-party job schedulers like Slurm, PBS Pro, LSF, and Grid Engine. It provides templates for common HPC workloads and allows for dynamic scaling of compute resources. Azure Automation is used for automating tasks and managing configurations across Azure and non-Azure environments, but it's not purpose-built for HPC cluster management. Azure Purview is a data governance solution, focusing on data discovery, classification, and lineage, which is unrelated to HPC cluster provisioning. Azure Lighthouse allows service providers to manage Azure resources across multiple customer tenants, not for managing a single HPC cluster.