Mastering Prometheus
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Mastering Prometheus
Author: William Hegedus
language: en
Publisher: Packt Publishing Ltd
Release Date: 2024-04-19
Learn how to effectively implement, manage, and optimize Prometheus for monitoring your systems Key Features Achieve high availability with Prometheus by using Thanos Integrate Prometheus into your broader observability stack with OpenTelemetry Tweak, tune, and debug Prometheus to reliably scale without limits Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWith an increased focus on observability and reliability, establishing a scalable and reliable monitoring environment is more important than ever. Over the last decade, Prometheus has emerged as the leading open-source, time-series based monitoring software catering to this demand. This book is your guide to scaling, operating, and extending Prometheus from small on-premises workloads to multi-cloud globally distributed workloads and everything in between. Starting with an introduction to Prometheus and its role in observability, the book provides a walkthrough of its deployment. You’ll explore Prometheus’s query language and TSDB data model, followed by dynamic service discovery for monitoring targets and refining alerting through custom templates and formatting. The book then demonstrates horizontal scaling of Prometheus via sharding and federation, while equipping you with debugging techniques and strategies to fine-tune data ingestion. Advancing through the chapters, you’ll manage Prometheus at scale through CI validations and templating with Jsonnet, and integrate Prometheus with other projects such as OpenTelemetry, Thanos, VictoriaMetrics, and Mimir. By the end of this book, you’ll have practical knowledge of Prometheus and its ecosystem, which will help you discern when, why, and how to scale it to meet your ever-growing needs.What you will learn Deploy Prometheus and Node Exporter to public clouds and Kubernetes Gain in-depth knowledge of how Prometheus's underlying code works Build your own custom service-discovery providers for Prometheus Debug Prometheus performance issues to identify cardinality issues in your environment Use VictoriaMetrics and/or Grafana Mimir for remote storage of Prometheus data Define and implement SLO-based alerting Who this book is for The book is for site reliability engineers (SREs), developers, and platform engineers involved in the monitoring and observability of their team or company’s systems. A background in Prometheus is assumed, so the book dedicates minimal time to the basics of getting Prometheus up and running. Whether you aim to expand monitoring capabilities, streamline configuration management, or enhance integration with existing tools, this book will help you maximize the potential of your Prometheus monitoring stack.
Mastering Prometheus
Unleash the Power of Monitoring and Metrics In the realm of modern infrastructure management, effective monitoring and metrics are paramount to maintaining system health and performance. "Mastering Prometheus" serves as your definitive guide to harnessing the capabilities of this dynamic open-source monitoring and alerting toolkit, empowering you to gain deep insights into your systems and ensure their reliability. About the Book: As technology landscapes become more intricate, the demand for sophisticated monitoring solutions grows. "Mastering Prometheus" offers a comprehensive exploration of Prometheus—an industry-standard monitoring and alerting system. This book caters to both newcomers and experienced IT professionals aiming to maximize their proficiency in monitoring and metrics analysis. Key Features: Prometheus Fundamentals: Begin by understanding the core concepts of Prometheus. Learn how Prometheus collects and stores metrics and how it enables querying and alerting. Setting Up Monitoring: Dive into setting up Prometheus to monitor various components of your infrastructure. Discover best practices for configuration, discovery, and instrumentation. Metrics and Labeling: Grasp the intricacies of metrics collection and labeling. Learn how to design and implement effective metric collection strategies. Alerting and Notifications: Explore the art of configuring alerts and notifications in Prometheus. Learn how to set up alert rules and integrate with various notification channels. Data Visualization: Discover how to leverage visualization tools to create insightful dashboards and visual representations of your metrics data. Scaling and High Availability: Understand how to scale Prometheus for large environments. Explore high availability setups and strategies for distributing workloads. Service Discovery and Federation: Delve into service discovery mechanisms and explore how to federate multiple Prometheus instances for a unified view of your infrastructure. Integrations and Extensibility: Grasp the power of Prometheus exporters and integrations. Learn how to extend Prometheus's capabilities to monitor diverse systems. Why This Book Matters: In an era where downtime and performance bottlenecks are costly, mastering Prometheus is a key differentiator. "Mastering Prometheus" equips system administrators, DevOps engineers, and technology enthusiasts with the skills needed to build a robust monitoring infrastructure, enabling them to gain insights into their systems' behaviors and ensure seamless operations. Elevate Your Monitoring Game: Effective monitoring is the linchpin of modern infrastructure management. "Mastering Prometheus" empowers you to tap into the full potential of Prometheus, enabling you to monitor and analyze your systems' performance with precision. Whether you're a seasoned professional or new to the realm of monitoring, this book will guide you in establishing a solid foundation for proactive and data-driven operations. Your journey to mastering Prometheus starts here. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
LEARN PROMETHEUS
LEARN PROMETHEUS Monitor Infrastructure, Applications, and Services in Modern Environments This book is ideal for students and professionals seeking excellence in modern monitoring, cloud integration, and DevOps automation with Prometheus. Learn how to instrument infrastructure, applications, Kubernetes clusters, networks, databases, storage, SaaS services, messaging, and multi-cloud environments such as AWS, Google Cloud, Azure, and Oracle. Develop robust practices for metrics collection, integration with official and custom exporters, advanced visualization with Grafana, automation with Ansible, Terraform, and Helm, as well as intelligent alert management via Alertmanager and global compliance. Includes: • Distributed monitoring in AWS, Google Cloud, Azure, and Oracle • Native integration with Kubernetes, Docker, hybrid clusters, and SaaS • Instrumentation of APIs, databases, storage, messaging, and critical services • Dynamic dashboards, PromQL queries, and professional Grafana panels • Automation of deploys, CI/CD pipelines, and large-scale provisioning • Security, authentication, compliance, backup, and disaster recovery strategies • Advanced troubleshooting, performance tuning, and multi-cloud practices Master Prometheus to consolidate governance, automation, and intelligent response in digital operations, expanding your professional impact in high-complexity projects. aws, google cloud, azure, observability, exporters, kubernetes, devops, alertmanager, grafana, automation