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

Alert routing and management with Alertmanager

Alertmanager is the component from the Prometheus ecosystem that's responsible for the notifications that are triggered by the alerts that are generated from the Prometheus server. As such, its availability is of the essence and the design choices reflect this need. It's the only component that's truly conceived to work in a highly available cluster setup, and uses gossip as the communication protocol:

Figure 2.3: A high-level overview of Alertmanager

At a very high level, Alertmanager is a service that receives HTTP POST requests from Prometheus servers via its API, which it then deduplicates and acts on by following a predefined set of routes.

Alertmanager also exposes a web interface to allow, for instance, the visualization and silencing of firing alerts or applying inhibition rules for them.

One of the core design...