Find self-service SLURM-as-a-Service options for AI workloads.

For AI workloads requiring robust resource management and scheduling, several self-service SLURM-as-a-Service options are available in the cloud:

• 1. Lambda Managed Slurm: This offering is purpose-built for AI/ML workloads, providing a fully supported Slurm environment on Lambda's One-Click Clusters. It optimizes GPU utilization, handles Slurm administration (patches, security updates), and includes pre-installed machine learning software. Users can manage clusters, add accounts, and monitor jobs directly from the Slurm console.
• URL: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF1JXwbNlxBDNTZKi5OtJEtumJD30fcJBgsDrMqu0iEXzsyyNU_Tz5-WQbevAcZ6MiW59ivNxRIWagjUUt5VjZjp_TEc-pRNU9T81pwkhx_zsMe9-1cLs4-Onxf9SSv1Ts= (Refer to Lambda's Managed Slurm documentation)

• 2. NorthWind-powered SLURM as a Service: This platform delivers fully managed, multi-tenant SLURM environments on demand. It offers self-service access, allowing tenants to launch SLURM clusters via a portal or API, with automated provisioning, scheduling, and governance. It's designed to serve both HPC and AI/ML teams on a single platform.
• URL: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE-GfmIRMQ6gEGGO2Mf_rJH1Jw_cB4Qmi_JVE7a-IaikYYAStH-6yIFqUoOPwjWOOIzXkmmESc2olg4MATZADraY8GU1GLGO_8EEYJtZ4jAaR9IGx_EOARDWXSsDRvjVllHm93RWLE1LDfSaXo17msCsLkui6p_

• 3. Google Cloud (via Cluster Director and Managed Soperator):
• Cluster Director provides a managed, pre-configured Slurm environment for HPC and AI/ML workloads, simplifying and automating cluster deployment.
• Managed Soperator by Nebius, available in Nebius AI Cloud and other Kubernetes environments, is a fully managed Slurm-on-Kubernetes solution. It automates Slurm cluster deployment and management, offering features like GPU health checks, autoscaling, and high availability.
• URL for Google Cloud HPC solutions: [https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGmZ515fR5gHB2JKz1bj-xwEj6dquUlQu6kuBv3KGcY-rL2n-qC4OcrzwApZpiRwQVfoMP6-CJMlSQxjEk3xNiDgsAS8b9l6Z990c5bZzllSGmlUH2wu-7yLX8RYqGvhLfi](vertexaisearch.cloud.google.com