Book Image

Hands-On Infrastructure Monitoring with Prometheus

By : Joel Bastos, Pedro Araújo
Book Image

Hands-On Infrastructure Monitoring with Prometheus

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

Metrics collection with Prometheus

Prometheus is a time series-based, open source monitoring system. It collects data by sending HTTP requests to hosts and services on metrics endpoints, which it then makes available for analysis and alerting using a powerful query language.

Even though Prometheus has graduated with the Cloud Native Computing Foundation (CNCF) by demonstrating stability, maturity, and solid governance, it is still evolving at a very rapid pace. At the time of writing, the current stable version of Prometheus is 2.9.2, and every component or feature that is going to be discussed will be based on this version. While there should be no major architectural changes within version 2, care should be taken when applying specific configuration that's been learned from this book to earlier or even later versions.

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