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

Whitebox versus blackbox monitoring

There are many ways we could go about monitoring, but they largely fall into two main categories, that is, blackbox and whitebox monitoring.

In blackbox monitoring, the application or host is observed from the outside and, consequently, this approach can be fairly limited. Checks are made to assess whether the system under observation responds to probes in a known way:

  • Does the host respond to Internet Control Message Protocol (ICMP) echo requests (more commonly known as ping)?
  • Is a given TCP port open?
  • Does the application respond with the correct data and status code when it receives a specific HTTP request?
  • Is the process for a specific application running in its host?

On the other hand, in whitebox monitoring, the system under observation surfaces data about its internal state and the performance of critical sections. This type of introspection...