You can use Amalgamy to manage high-performance computing hardware and schedule complex machine learning workloads across distributed systems. It automatically directs tasks to available compute clusters while enforcing local governance, compliance rules, and data residency policies. The system connects directly with your existing infrastructure, such as Slurm and Kubernetes, without requiring changes to user workflows. Additionally, it provides telemetry across compute, storage, networking, power, and cooling to prevent resource bottlenecks and maintain steady capacity across research institutions and enterprise data centers.
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