Kubeflow on AWS Features

Reasons to use Kubeflow on Amazon Web Services (AWS)

Running Kubeflow on Amazon EKS brings the following optional and configurable features:

• You can manage your Amazon EKS cluster provisioning with eksctl and easily choose between multiple compute and GPU worker node configurations.
• You can manage ingress traffic with the AWS ALB Ingress Controller.
• You can leverage the Amazon FSx CSI driver to manage Lustre file systems which are optimized for compute-intensive workloads, such as high-performance computing and machine learning. Amazon FSx can scale to hundreds of GBps of throughput and millions of IOPS.
• Centralized and unified Kubernetes cluster logs in Amazon CloudWatch, which helps with debugging and troubleshooting.
• You can enable TLS and Authentication with AWS Certificate Manager and AWS Cognito.
• You can enable Private Access for your Kubernetes cluster’s API server endpoint.
• Your Kubeflow on AWS deployment automatically detects GPU worker nodes and installs the NVIDIA Device Plugin.