AWS Machine Learning Blog
Tag: HAQM Elastic Kubernetes Service
Build flexible and scalable distributed training architectures using Kubeflow on AWS and HAQM SageMaker
In this post, we demonstrate how Kubeflow on AWS (an AWS-specific distribution of Kubeflow) used with AWS Deep Learning Containers and HAQM Elastic File System (HAQM EFS) simplifies collaboration and provides flexibility in training deep learning models at scale on both HAQM Elastic Kubernetes Service (HAQM EKS) and HAQM SageMaker utilizing a hybrid architecture approach. […]
Optimizing TensorFlow model serving with Kubernetes and HAQM Elastic Inference
Note: HAQM Elastic Inference is no longer available. Please see HAQM SageMaker for similar capabilities. This post offers a dive deep into how to use HAQM Elastic Inference with HAQM Elastic Kubernetes Service. When you combine Elastic Inference with EKS, you can run low-cost, scalable inference workloads with your preferred container orchestration system. Elastic Inference […]