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AWS CloudWatch

  • Monitoring and logging with Amazon Managed Workflows for Apache Airflow

    Calendar Feb 9, 2021 |  Stopwatch  12 minute read

    Part of a series of posts to support an up-coming online event, the Innovate AI/ML on February 24th, from 9:00am GMT - you can sign up here Part 1 - Installation and configuration of Managed Workflows for Apache Airflow Part 2 - Working with Permissions Part 3 - Accessing Amazon Managed Workflows for Apache Airflow Part 4 - Interacting with Amazon Managed Workflows for Apache Airflow via the command line Part 5 - A simple CI/CD system for your development workflow Part 6 - Monitoring and logging <- this post Part 7 - Automating a simple AI/ML pipeline with Apache Airflow In this post I will be covering Part 6, where to find logs to help you understand and troubleshoot your Apache Airflow workflows, and how you can monitor your Apache Airflow environments.

  • TIL: Testing an Amazon Cloudwatch alarm

    Calendar Jan 7, 2021 |  Stopwatch  2 minute read

    Today I was setting up an application load balancer that sits in front of a test application I have put together. Setting this up was super easy, and very quickly I had my domain pointing to the alias and serving requests. As part of the setup, I wanted to monitor the application load balancer to let me know when requests were failing to the downstream application (anything other than an HTTP 200) and so I set this up super easily in Amazon Cloudwatch.