Book Image

Hands-On Infrastructure Monitoring with Prometheus

By : Joel Bastos, Pedro Araújo
2 (1)
Book Image

Hands-On Infrastructure Monitoring with Prometheus

2 (1)
By: Joel Bastos, Pedro Araújo

Overview of this book

Prometheus is an open source monitoring system. It provides a modern time series database, a robust query language, several metric visualization possibilities, and a reliable alerting solution for traditional and cloud-native infrastructure. This book covers the fundamental concepts of monitoring and explores Prometheus architecture, its data model, and how metric aggregation works. Multiple test environments are included to help explore different configuration scenarios, such as the use of various exporters and integrations. You’ll delve into PromQL, supported by several examples, and then apply that knowledge to alerting and recording rules, as well as how to test them. After that, alert routing with Alertmanager and creating visualizations with Grafana is thoroughly covered. In addition, this book covers several service discovery mechanisms and even provides an example of how to create your own. Finally, you’ll learn about Prometheus federation, cross-sharding aggregation, and also long-term storage with the help of Thanos. By the end of this book, you’ll be able to implement and scale Prometheus as a full monitoring system on-premises, in cloud environments, in standalone instances, or using container orchestration with Kubernetes.
Table of Contents (21 chapters)
Free Chapter
1
Section 1: Introduction
5
Section 2: Getting Started with Prometheus
11
Section 3: Dashboards and Alerts
15
Section 4: Scalability, Resilience, and Maintainability

Discovering and Creating Grafana Dashboards

The Prometheus expression browser is great for performing exploratory queries, but sometimes we require prebuilt visualizations to assist us when we want to quickly debug issues. In this chapter, we'll dive into Grafana, the tool recommended by the Prometheus project for building dashboards. The Grafana community keeps growing and thriving, in part by hosting a multitude of ready-to-use dashboards, making it easy to reuse them and contribute to the community and thus improve the ecosystem. In this chapter, we will learn how to find and use dashboards from the community, as well as how to write our own and give something back to the community. Finally, we'll also provide a cursory look at consoles, the dashboarding solution built into Prometheus for advanced use cases.

In brief, the following topics will be covered in this chapter...