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1. Running Machine Learning Workloads on Kubernetes with Google AI Platform and TensorFlow Serving

   In this article, we explore how to deploy and manage machine learning models using Google Kubernetes Engine (GKE), Google AI Platform, and TensorFlow Serving. We will cover the steps to create a machine learning model and deploy it on a Kubernetes cluster for inference.

   2024-05-15 Tags: gcp, kubernetes, machine learning, tensorflow sing, deployment, inference, mlops, production engineering by klotz
2. Introducing CloneSet: A Production-Grade Kubernetes Deployment CRD – The New Stack

   2020-06-23 Tags: kubernetes, cloneset, deployment, alibaba, production engineering by klotz
3. Argo Rollouts: How Intuit Does Blue/Green and Canary Deployments on Kubernetes - The New Stack

   2019-12-28 Tags: kubernetes, operator, deployment, ci cd, blue green, canary, gitops, argo, intuit, production engineering by klotz
4. How to create and deploy a Kubeflow Machine Learning Pipeline (Part 1)

   2018-11-22 Tags: kubernetes, machine learning, deployment, pipeline, google, python, production engineering by klotz
5. Deploying Java Apps with Kubernetes and the Ambassador API Gateway

   2018-11-04 Tags: kubernetes, java, deployment, ambassador, production engineering by klotz
6. How do Kubernetes Deployments work? An adversarial perspective.

   2018-10-03 Tags: kubernetes, deployment, howto, production engineering by klotz
7. Serving Inception Model with TensorFlow Serving and Kubernetes  |  TensorFlow

   2018-08-21 Tags: tensorflow, kubernetes, deployment, deep learning, production engineering by klotz
8. Introduction to distributed TensorFlow on Kubernetes · Banzai Cloud

   2018-08-21 Tags: tensorflow, kubernetes, deployment, production engineering by klotz
9. Google Cloud Platform Blog: Spinnaker 1.0: a continuous delivery platform for cloud

   2017-06-18 Tags: spinnaker, google, gce, deployment, kubernetes, cicd, production engineering by klotz

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