Search icon Close icon
Search icon
Subscription
0
Cart icon
Close icon
You have no products in your basket yet
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Mastering Prometheus

You're reading from  Mastering Prometheus

Product type Book
Published in Apr 2024
Publisher Packt
ISBN-13 9781805125662
Pages 310 pages
Edition 1st Edition
Languages
Concepts
Author (1):
William Hegedus William Hegedus
Profile icon William Hegedus
LinkedIn
William Hegedus has worked in tech for over a decade in a variety of roles, culminating in site reliability engineering. He developed a keen interest in Prometheus and observability technologies during his time managing a 24/7 NOC environment and eventually became the first SRE at Linode, one of the foremost independent cloud providers. Linode was acquired by Akamai Technologies in 2022, and now Will manages a team of SREs focused on building the internal observability platform for Akamai's Connected Cloud. His team is responsible for a global fleet of Prometheus servers spanning over two dozen data centers and ingesting millions of data points every second, in addition to operating a suite of other observability tools. Will is an open source advocate and contributor who has contributed code to Prometheus, Thanos, and many other CNCF projects related to Kubernetes and observability. He lives in central Virginia with his wonderful wife, four kids, three cats, two dogs, and a bearded dragon.
See other products by William Hegedus

Table of Contents (21) Chapters

Preface 1. Part 1: Fundamentals of Prometheus
2. Chapter 1: Observability, Monitoring, and Prometheus 3. Chapter 2: Deploying Prometheus 4. Chapter 3: The Prometheus Data Model and PromQL 5. Chapter 4: Using Service Discovery 6. Chapter 5: Effective Alerting with Prometheus 7. Part 2: Scaling Prometheus
8. Chapter 6: Advancing Prometheus: Sharding, Federation, and High Availability 9. Chapter 7: Optimizing and Debugging Prometheus 10. Chapter 8: Enabling Systems Monitoring with the Node Exporter 11. Part 3: Extending Prometheus
12. Chapter 9: Utilizing Remote Storage Systems with Prometheus 13. Chapter 10: Extending Prometheus Globally with Thanos 14. Chapter 11: Jsonnet and Monitoring Mixins 15. Chapter 12: Utilizing Continuous Integration (CI) Pipelines with Prometheus 16. Chapter 13: Defining and Alerting on SLOs 17. Chapter 14: Integrating Prometheus with OpenTelemetry 18. Chapter 15: Beyond Prometheus 19. Index 20. Other Books You May Enjoy

Thanos Query Frontend

Thanos Query Frontend is a service that can be deployed in front of Thanos Query to improve query performance by splitting large-range queries into smaller ones and also caching results. It is based on a similar component implemented by Cortex (https://github.com/cortexproject/cortex), the predecessor to Mimir. You can think of it as a pre-processor of queries, where the majority of actual work is still done by the downstream queries.

Query sharding and splitting

Presuming you run multiple top-level Thanos Query instances, you can put Query Frontend in front of them to share the load between them more efficiently than simply load balancing between the two of them with something such as Nginx. This can be accomplished through query splitting based on time ranges and/or vertical sharding.

Query splitting

By default, the --query-range.split-interval flag is set to split range queries on a 24h interval. This means that if you query sum(my_metric) over...

lock icon The rest of the chapter is locked
arrow left Previous Chapter
Chapter 1 of 21
Next Chapter arrow right
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Sign up now
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Start free trial
Renews at $15.99/month. Cancel anytime}

Authors (1)

Profile icon William Hegedus
LinkedIn
William Hegedus has worked in tech for over a decade in a variety of roles, culminating in site reliability engineering. He developed a keen interest in Prometheus and observability technologies during his time managing a 24/7 NOC environment and eventually became the first SRE at Linode, one of the foremost independent cloud providers. Linode was acquired by Akamai Technologies in 2022, and now Will manages a team of SREs focused on building the internal observability platform for Akamai's Connected Cloud. His team is responsible for a global fleet of Prometheus servers spanning over two dozen data centers and ingesting millions of data points every second, in addition to operating a suite of other observability tools. Will is an open source advocate and contributor who has contributed code to Prometheus, Thanos, and many other CNCF projects related to Kubernetes and observability. He lives in central Virginia with his wonderful wife, four kids, three cats, two dogs, and a bearded dragon.
Read more
See other products by William Hegedus

Personalised recommendations for you

Based on your interests and search pattern
Left arrow icon
Designing and Implementing Microsoft Azure Networking Solutions
Designing and Implementing Microsoft Azure Networking Solutions
Designing and Implementing Microsoft Azure Networking Solutions Exam Ref AZ-700 is an all-encompassing guide to the AZ-700 exam and contains all the information you need to succeed in the world of virtual networking with Azure. With this book, you will be fully prepared for the exam and the world of cloud networking.
Aug 2023 17 hours 28 minutes
Microsoft 365 Security, Compliance, and Identity Administration
Microsoft 365 Security, Compliance, and Identity Administration
The Microsoft 365 Security, Compliance, and Identity Administration is a comprehensive guide that helps you employ Microsoft 365's robust suite of features and empowers you to optimize your administrative tasks.
Aug 2023 21 hours 0 minutes
Zero Trust Overview and Playbook Introduction
Zero Trust Overview and Playbook Introduction
Get started on Zero Trust with this step-by-step playbook and learn everything you need to know for a successful Zero Trust journey with tailored guidance for every role, covering strategy, operations, architecture, implementation, and measuring success. This book will become an indispensable reference for everyone in your organization.
Oct 2023 8 hours 0 minutes
The Self-Taught Cloud Computing Engineer
The Self-Taught Cloud Computing Engineer
This self-study book helps you master multiple clouds, including AWS, Azure, and GCP, and serves as a roadmap to becoming a certified cloud computing expert. The book will guide you to develop a professional cloud career by helping you build a broad cloud knowledge base, developing hands-on cloud computing skills, and getting cloud certified.
Sep 2023 15 hours 44 minutes
Technology Operating Models for Cloud and Edge
Technology Operating Models for Cloud and Edge
This book will help you build and create ownership of a technology operating model, as well as connect your leadership with engineering and operations, keeping your internal and external customers in mind. It provides practical tips on why, where, and how to make the cloud and edge platform paradigm sing for you, your team, and your organization.
Aug 2023 7 hours 36 minutes
Azure Architecture Explained
Azure Architecture Explained
Azure is the preferred platform to build mission-critical and secure apps. This book provides comprehensive coverage of essential Azure products, services, and solutions vital for every solution architect's success. Elevate your knowledge and master the critical components of Azure to excel in your role with Azure Architecture Explained.
Sep 2023 14 hours 52 minutes
Pentesting Active Directory and Windows-based Infrastructure
Pentesting Active Directory and Windows-based Infrastructure
This practical guide helps you explore the pentesting of Microsoft infrastructure in detail, and enhances your offensive skillset by showing you the different ways to perform security assessment. This book will help blue teamers and IT engineers get up to speed with possible security issues they may encounter in their Windows environments.
Nov 2023 12 hours 0 minutes
Practical Ansible
Practical Ansible
In Practical Ansible, you'll work with the latest release of Ansible and learn to solve complex issues quickly with the help of task-oriented scenarios. You'll start by installing and configuring Ansible to automate monotonous and repetitive IT tasks and get to grips with concepts such as playbooks, inventories, plugins, collections, and network modules.
Sep 2023 14 hours 0 minutes
Windows 11 for Enterprise Administrators
Windows 11 for Enterprise Administrators
Microsoft’s launch of Windows 11 is a step toward satisfying the enterprise administrator’s needs for better management and enhanced user experience customization. This book provides the enterprise administrator with the knowledge needed to fully utilize the advanced feature set of Windows 11 Enterprise.
Oct 2023 9 hours 32 minutes
The Linux DevOps Handbook
The Linux DevOps Handbook
This book is for software and IT professionals seeking knowledge on Linux systems and DevOps practices. This book will provide you with guidance and tools to learn and gain proficiency in managing Linux-based infrastructures and knowledge of DevOps.
Nov 2023 14 hours 16 minutes
Right arrow icon