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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Kubeflow operators: lifecycle management for the ML stack

Canonical, the publisher of Ubuntu, releases Charmed Kubeflow, a set of charm operators to deliver the 20+ applications that make up the latest version of Kubeflow, for easy consumption anywhere, from workstations to on-prem, public cloud, and edge. > Visit Charmed-kubeflow.io to learn more. Kubeflow provides the cloud-native interface between Kubernetes, the industry standard for software delivery and operations at scale, and data science tools: libraries, frameworks, pipelines, and notebooks.

How to download an Azure VM

If you require a way to download your Azure Virtual Machine to either your on premise VMware or Hyper-V environment, perhaps because the cost of running that Azure VM is too high, or even for some compliance reason this blog will show you how to quickly download your Azure VM easily with Carbon. No need to download your Azure VM via powershell, or even downloading the VHD from the Azure portal. Carbon will download and convert your Azure VM to your hypervisor of choice with just a few clicks.

Netdata's dashboard: open by default and secure by design

Let’s talk through a scenario: You have a Linux-based VM running on DigitalOcean (aka a Droplet), and you install Netdata on it using our recommended kickstart script. As the installation process winds down, the Droplet starts up the Netdata Agent’s web server and serves the local Agent web dashboard on port 19999.

Top 10 Log Monitoring Reports You Must Have

Log monitoring can be a tedious process. When you have logs, you generate numerous log files in the log database that you need to track. Though a log file parser can help you search through multiple or large logs easily, it’s typically one of those processes which we only look at once it stops working. The windows system logs contain operating system logs as well as logs from applications such as Internet Information Services (IIS) and SQL server.

Performance Improvements, Reliability, and Feature Flag Mishaps

Last October, I published a blog post describing the efforts we've committed to on the Bitbucket Cloud engineering team to achieve world-class reliability. A lot has happened in the past year (understatement of the year)! What the team has accomplished is tremendous, but we've also learned a thing or two that we can work further to improve.

Cloud Cost Optimization with HashiCorp Terraform

Cloud is a driving force that is reshaping organizations to adapt their people and processes in embracing this game-changing technology. Recently, Mike Fonseca of HashiCorp published a Guide to Cloud Cost Optimization with HashiCorp Terraform, in which he details how Densify can seamlessly integrate with Terraform in to help ensure your enterprise infrastructure is always cost optimized.

Monitor serverless configuration changes with Datadog Deployment Tracking

Serverless architectures remove the need to provision and maintain infrastructure components like servers and containers, so developers can focus on writing and deploying code. However, serverless architectures also introduce new challenges to monitoring and observability. Teams building serverless applications can iterate quickly and deploy frequent code and configuration changes, making it difficult to track what impact these changes have on your applications.

How to Reduce Your AWS Costs

Amazon Web Services (AWS) is a comprehensive cloud computing platform, providing an array of services to manage a business’s data infrastructure to help it grow and expand. With the wide range of services provided, it has multiple options to provide you with an elastic approach to optimize your costs. However, many users struggle with controlling their expenditure due to a variety of factors. Getting a complete understanding of how to reduce your AWS operational costs may be a daunting task.