… With the default behavior of topology/block, a job requesting 16 nodes forces the scheduler to wait for a single multinode NVLink domain with 16 idle nodes. …
… Slinky slurm-operator v1.1.0 release highlights The recently released slurm-operator v1.1.0 addresses several gaps that matter for production deployments: Dynamic topology support: Prior to v1.1.0, Slurm topology awareness required static configuration. …
… He is a maintainer for KAI Scheduler, and has been a developer in the Run:ai scheduler team for four years. …
… At 64 GPUs, NVIDIA Run:ai with full GPU allocation delivered 10,200 concurrent users versus 9,934 for the native scheduler, confirming the scheduler itself adds no overhead. …
… Workloads scale up when they need resources and release them when demand subsides, maximizing total GPU utilization without manual intervention. …
… Resources: Solution overview Latest release notes Stay tuned for our latest release notes and implementation guides for NVIDIA Mission Control 3.0. …
… Grove integrates with advanced AI schedulers, like KAI scheduler, to ensure these constraints are enforced. …
… Latest Driver Changes Driver Aftermath SDK Version Changes R590 2025.5 Release notes R580 2025.4 Release notes R570 2025.1 Release notes R565 2024.3 Release notes R560 2024.2 Release notes R550 2024.1 Release notes R545 2023.3 Release notes R535 2023.2 Release notes R530 2023.1 Release notes R515 2… …
… Purchase NVIDIA AI Enterprise NVIDIA AI Enterprise will include NVIDIA Dynamo for production inference in a future release. …
… KAI Scheduler and NVIDIA Run:ai provide GPU-aware workload placement with fractional allocation and hierarchical quotas. …