The latest News and Information on DevOps, CI/CD, Automation and related technologies.
When it comes to building reliable and scalable software, few organizations have as much authority and expertise as Google. Their Site Reliability Engineering Handbook, first published in 2016, details their practices to maintain reliability as Google scaled. But when you have over a million servers running thousands of services across more than twenty data centers, how do you monitor them in a consistent, logical, and relevant way?
The past ten years marked a significant change in how software teams build and deploy applications. We moved away from bulky, slow, monolithic applications toward lightweight, scalable, distributed service-based applications. Meanwhile, tools like Docker, Kubernetes, and other container platforms helped accelerate this process. Despite this sudden growth, a fundamental question remains: what exactly is a service, and how does it fit into a microservice architecture?
You wouldn’t let just anyone enter your home, and your network should be no different. Here’s how Firewall as a Service (FWaaS) acts as your cloud infrastructure’s own security guard for better data protection.
Developers commonly integrate the code and these frequent modifications in a central repository as part of the software development method is known as continuous integration (CI). Improved software quality, faster quality audit and bug fixes, and quick validation and release cycles are all major goals of continuous integration. Continuous Delivery (CD), which builds on top of Continuous Integration(CI), includes automating both builds and the complete software release process.
Following on from the recent launch of our Anomaly Advisor feature, and in keeping with our approach to machine learning, here is a detailed Python notebook outlining exactly how the machine learning powering the Anomaly Advisor actually works under the hood. Or if you’d rather watch a video walkthrough of the notebook then check out below. Try it for yourself, get started by signing in to Netdata and connecting a node.
