AWS DevOps & Developer Productivity Blog
Category: Management Tools
Leverage DevOps Guru for RDS to detect anomalies and resolve operational issues
The Relational Database Management System (RDBMS) is a popular choice among organizations running critical applications that supports online transaction processing (OLTP) use-cases. But managing the RDBMS database comes with its own challenges. AWS has made it easier for organizations to operate these databases in the cloud, thereby addressing the undifferentiated heavy lifting with managed databases […]
How to unit test and deploy AWS Glue jobs using AWS CodePipeline
This post is intended to assist users in understanding and replicating a method to unit test Python-based ETL Glue Jobs, using the PyTest Framework in AWS CodePipeline. In the current practice, several options exist for unit testing Python scripts for Glue jobs in a local environment. Although a local development environment may be set up […]
Building Blue/Green application deployment to Micro Focus Enterprise Server
Organizations running mainframe production workloads often follow the traditional approach of application deployment. To release new features of existing applications into production, the application is redeployed using the new version of software on the existing infrastructure. This poses the following challenges: The cutover of the application deployment from testing to production usually takes place during […]
Deploy and Manage Gitlab Runners on Amazon EC2
Gitlab CI is a tool utilized by many enterprises to automate their Continuous integration, continuous delivery and deployment (CI/CD) process. A Gitlab CI/CD pipeline consists of two major components: A .gitlab-ci.yml file describing a pipeline’s jobs, and a Gitlab Runner, an application that executes the pipeline jobs. Setting up the Gitlab Runner is a time-consuming […]
Monitor AWS resources created by Terraform in Amazon DevOps Guru using tfdevops
This post was written in collaboration with Kapil Thangavelu, CTO at Stacklet Amazon DevOps Guru is a machine learning (ML) powered service that helps developers and operators automatically detect anomalies and improve application availability. DevOps Guru utilizes machine learning models, informed by years of Amazon.com and AWS operational excellence to identify anomalous application behavior (e.g., increased […]
Automate Container Anomaly Monitoring of Amazon Elastic Kubernetes Service Clusters with Amazon DevOps Guru
Observability in a container-centric environment presents new challenges for operators due to the increasing number of abstractions and supporting infrastructure. In many cases, organizations can have hundreds of clusters and thousands of services/tasks/pods running concurrently. This post will demonstrate new features in Amazon DevOps Guru to help simplify and expand the capabilities of the operator. […]
Anomaly Detection in AWS Lambda using Amazon DevOps Guru’s ML-powered insights
Critical business applications are monitored in order to prevent anomalies from negatively impacting their operational performance and availability. Amazon DevOps Guru is a Machine Learning (ML) powered solution that aids operations by detecting anomalous behavior and providing insights and recommendations for how to address the root cause before it impacts the customer. This post demonstrates how Amazon […]
Generating DevOps Guru Proactive Insights for Amazon ECS
Monitoring is fundamental to operating an application in production, since we can only operate what we can measure and alert on. As an application evolves, or the environment grows more complex, it becomes increasingly challenging to maintain monitoring thresholds for each component, and to validate that they’re still set to an effective value. We not […]
AWS Control Tower Account vending through Amazon Lex ChatBot
In this blog post you will learn about a multi-environment solution that uses a cloud native CICD pipeline to build, test, and deploy a Serverless ChatOps bot that integrates with AWS Control Tower Account Factory for AWS account vending. This solution can be used and integrated with any of your favourite request portal or channel […]
Automated security and compliance remediation at HDI
with Dr. Malte Polley (HDI Systeme AG – Cloud Solutions Architect) At HDI, one of the biggest European insurance group companies, we use AWS to build new services and capabilities and delight our customers. Working in the financial services industry, the company has to comply with numerous regulatory requirements in the areas of data protection […]