AWS DevOps Blog

Category: Compute

Save Cost and Improve Lambda Application Performance with Proactive Insights from Amazon DevOps Guru

AWS customers, regardless of size and market segment, constantly seek to improve application performance while reducing operational costs. Today, Amazon DevOps Guru generates proactive insights that enable you to reduce the cost and improve the performance of your AWS Lambda application. By proactively analyzing your application and making these cost-saving and/or performance-improving recommendations, DevOps Guru […]

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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 […]

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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. […]

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Get started with AWS DevOps Guru Multi-Account Insight Aggregation with AWS Organizations

Amazon DevOps Guru is a fully managed service that uses machine learning (ML) to continuously analyze and consolidate operational data streams from multiple sources, such as Amazon CloudWatch metrics, AWS Config, AWS CloudFormation, AWS X-Ray, and provide you with a single console dashboard. This dashboard helps customers improve operational performance and avoid expensive downtime by […]

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Deep learning image vector embeddings at scale using AWS Batch and CDK

Applying various transformations to images at scale is an easily parallelized and scaled task. As a Computer Vision research team at Amazon, we occasionally find that the amount of image data we are dealing with can’t be effectively computed on a single machine, but also isn’t large enough to justify running a large and potentially […]

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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 […]

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Generate DevOps Guru Proactive Insights in ECS using Container Insights

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 […]

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Target cross-platform Go builds with AWS CodeBuild Batch builds

Many different operating systems and architectures could end up as the destination for our applications. By using a AWS CodeBuild batch build, we can run builds for a Go application targeted at multiple platforms concurrently. Cross-compiling Go binaries for different platforms is as simple as setting two environment variables $GOOS and $GOARCH, regardless of the […]

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Orchestrate Jenkins Workloads using Dynamic Pod Autoscaling with Amazon EKS

This blog post will demonstrate how to leverage Jenkins with Amazon Elastic Kubernetes Service (EKS) by running a Jenkins Manager within an EKS pod. In doing so, we can run Jenkins workloads by allowing Amazon EKS to spawn dynamic Jenkins Agent(s) in order to perform application and infrastructure deployment. Traditionally, customers will setup a Jenkins Manager-Agent […]

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Use Amazon ECS Fargate Spot with CircleCI to deploy and manage applications in a cost-effective way

This post is written by Pritam Pal, Sr EC2 Spot Specialist SA & Dan Kelly, Sr EC2 Spot GTM Specialist Customers are using Amazon Web Services (AWS) to build CI/CD pipelines and follow DevOps best practices in order to deliver products rapidly and reliably. AWS services simplify infrastructure provisioning and management, application code deployment, software […]

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