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April 22, 2019AI in depth: Creating preprocessing-model serving affinity with custom online prediction on AI Platform Serving
April 24, 2019Ruby on Rails won developers’ hearts by providing a platform for rapidly building database-backed web apps. Google Kubernetes Engine (GKE) takes the pain out of deploying and managing Kubernetes clusters, and provides a great on-ramp to the benefits of containers. However, learning how to package and deploy Ruby applications on GKE can be challenging, particularly when migrating existing production applications and their data
The new Migrating Ruby on Rails apps on Heroku to GKE tutorial takes you through migrating a sample Ruby on Rails application hosted on Heroku to GKE step by step, explaining Kubernetes concepts along the way. You learn how to convert Heroku dynos to GKE nodes, migrate a Heroku Postgres database to Cloud SQL for PostgreSQL, package and test your Ruby on Rails app as a Docker container, deploy this container on GKE and finally scale it to meet your capacity needs. The resulting environment (shown in the diagram below) is replicated across multiple zones for high availability, making it suitable for production use.