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SLIs and SLOs Demystified

SLIs and SLOs Demystified

By : Alexandra F. McCoy
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SLIs and SLOs Demystified

SLIs and SLOs Demystified

By: Alexandra F. McCoy

Overview of this book

In today's digital landscape, ensuring service reliability is more than just a necessity—it’s a competitive advantage. SLIs and SLOs Demystified equips software engineers, SREs, and business leaders with the knowledge to build, measure, and manage service level indicators (SLIs) and service level objectives (SLOs) efficiently. Written by Alexandra F. McCoy—an experienced site reliability engineer with over a decade of experience in the cloud and technology industry—this book simplifies complex reliability concepts for engineers at all levels. Starting with a review of reliability engineering basics, Alexandra provides a step-by-step approach to defining impactful SLIs, facilitating productive SLO discussions, and integrating observability into your monitoring strategy. You'll also see how these principles apply to web applications, distributed systems, databases, and new features through real-world examples that can help you develop SLIs and SLOs for your specific environment. The book goes beyond implementation to explore the financial impact of reliability, alerting strategies, integration with incident management, and using error budgets for business decisions. By the end of this book, you’ll be able to drive operational excellence, minimize unplanned downtime, and optimize end user experiences with well-established reliability metrics.
Table of Contents (20 chapters)
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1
Part 1: Reliability Engineering Refresher
7
Part 2: The Tough Stuff – Kickstarting the SLI and SLO Conversation
13
Part 3: Help! We’ve Identified Our SLIs and SLOs… Now What?

Observability and Monitoring Are a Necessity and a Must

In previous chapters, we discussed the hierarchy of reliability engineering and the importance of incorporating observability as its own practice. Developing robust Service Level Indicators (SLIs) requires deep comprehension of your application, system, or platform, enabling precise measurement of its components. This necessitates establishing suitable mechanisms in advance to ensure the requisite level of observability and monitoring of key aspects.

This chapter provides an overview of both observability and monitoring, to highlight their integral connection with SLIs and Service Level Objectives (SLOs). Its aim is to cultivate this mindset throughout your journey with SLIs and SLOs and embed a solid understanding of not only the importance of both but also the differences between them. The goal of this chapter is not to suggest a specific product or solution or even a way of working. It is, rather, to highlight processes...

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