Best way to run your GPU workloads on AWS | EKS Auto Mode

Running AI jobs on Kubernetes shouldn’t mean baby sitting your GPUs… they should just work? Does choosing the right GPU instance feels like rocket science?

Teams are stuck patching clusters, updating GPU drivers, and managing upgrades instead of building AI.
Amazon EKS Auto Mode fixes that. It’s GPU-aware — automatically picks the right EC2 instance for your workload and is one-click. EKS It automates Day-2 ops — security patches, upgrade all are handled for you.

And with Karpenter built-in, your cluster scales GPU jobs instantly, rebalancing to the lowest-cost option — no manual tuning.

So your team can spend 100% of their time training and deploying models, not fixing clusters. AI on Kubernetes, simplified.

Want the full deep dive on how Amazon EKS auto Mode does it? Link in the comments.

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