Operations | Monitoring | ITSM | DevOps | Cloud

Complex and lengthy infrastructure setup processes no longer a blocker for Application Developers.

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 most important events you should be monitoring on your network is failed and successful logon events. What comes to most people’s minds when they think of authentication auditing is OS level login events, but you should be logging all authentication events regardless of application or platform. Not only should we monitor these events across our network, but we should also normalize this data so that we can correlate events between these platforms.

When the concept of Zero Trust emerged in 2010, it marked a sea change in how IT and network security are handled. The term, invented by Forrester Research analyst John Kindervag, is loosely based on the “never trust, always verify” motto. So why is this a sea change? Before 2010, IT focused on perimeter defenses and the concept of DMZs — areas of the network they deemed safe based on the protection they implemented.

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.