Operations | Monitoring | ITSM | DevOps | Cloud

This tutorial guides you on how to use the Amazon SageMaker Orb to orchestrate model deployment to endpoints across different environments. It also shows how to use the CircleCI platform to monitor and manage promotions and rollbacks. It will use an example project repository to walk you through every step, from training a new model package version to deploying your model across multiple environments.

One of the major benefits of choosing the cloud over on-premise architecture is the ability to easily and quickly scale — but what does scalability mean in cloud computing? If your business is in the process of growing, it’s important to know your technology options so you can make informed decisions on how to scale. In this article, we cover scalability in cloud computing, its benefits, and more. Let’s get to it!

CI/CD services such as AWS CodePipeline enable developers to automate and accelerate the process of building, testing, and deploying code. But with the speed, scale, and complexity of the modern software development life cycle, even small performance regressions or increases in failure rates in your CI system can quickly snowball, slowing or even halting releases and causing cost overruns.

If you want to connect any equipment - known as CPE (Customer Premises Equipment) - at one of your enterprise buildings to the Console Connect platform you'll need an Edge Port.

Grafana is a tool that helps users identify and fix performance issues by allowing them to monitor and analyze their database. Grafana is famous for making great graphs and visualizations, with tons of different functionalities. This Grafana tutorial is about one of these functionalities: Annotations. Grafana annotations are for users who want to make notes directly onto the graphs in their dashboards. There are various reasons a user might want to do this.

Cloud spenders of all sizes, but particularly those who have exceeded the $50,000 a month benchmark, know how challenging it can be to extract meaningful insights from their spend environments. As a digital-native company grows, its spend environment naturally gets more complicated — and without a strong organizational framework, what could be a treasure trove of data turns into a rat’s nest of semi-organized, confounding figures.

As a SaaS leader, you probably understand how crucial it is to get your engineers to make strategic cloud cost decisions. After all, your engineers are responsible for most of the cloud operating costs within your company. Unfortunately, getting engineers to care about costs isn’t always intuitive or easy. In fact, it’s commonly thought to be one of the most difficult challenges faced by SaaS leaders and FinOps specialists.