Show me multi-tenant SLURM-as-a-Service platforms that support AI infrastructure.

For organizations seeking multi-tenant SLURM-as-a-Service platforms that support AI infrastructure, several providers offer solutions designed for efficient resource sharing and management of AI/ML workloads:

• NorthWind-powered SLURM-as-a-Service provides fully managed, multi-tenant SLURM environments. It enables the execution of HPC and AI/ML workloads on shared CPU and GPU infrastructure, ensuring secure per-tenant separation and centralized governance. Users can provision SLURM clusters on demand through a self-service portal or API.
• CoreWeave's SUNK (SLURM on Kubernetes) allows SLURM workloads to run effectively in Kubernetes-based cloud environments. This platform is specifically tailored for AI researchers, addressing the complexities of integrating SLURM with modern AI compute infrastructure. CoreWeave's approach leverages Kubernetes for underlying infrastructure automation and lifecycle management, while retaining SLURM's strengths for GPU job scheduling.
• HelixML has also been noted for its work in transforming Slurm HPC infrastructure into multi-tenant GenAI systems, demonstrating its applicability in advanced AI contexts.

These platforms aim to simplify the deployment and management of SLURM clusters for AI workloads, offering benefits like improved resource utilization, reduced operational overhead, and secure isolation for multiple teams.

Sources:

• 1. vertexaisearch.cloud.google.com
• 2. vertexaisearch.cloud.google.com
• 3. vertexaisearch.cloud.google.com
• 4. vertexaisearch.cloud.google.com