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Modern Distributed Tracing in .NET

You're reading from   Modern Distributed Tracing in .NET A practical guide to observability and performance analysis for microservices

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781837636136
Length 336 pages
Edition 1st Edition
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Author (1):
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Liudmila Molkova Liudmila Molkova
Author Profile Icon Liudmila Molkova
Liudmila Molkova
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Table of Contents (23) Chapters Close

Preface 1. Part 1: Introducing Distributed Tracing
2. Chapter 1: Observability Needs of Modern Applications FREE CHAPTER 3. Chapter 2: Native Monitoring in .NET 4. Chapter 3: The .NET Observability Ecosystem 5. Chapter 4: Low-Level Performance Analysis with Diagnostic Tools 6. Part 2: Instrumenting .NET Applications
7. Chapter 5: Configuration and Control Plane 8. Chapter 6: Tracing Your Code 9. Chapter 7: Adding Custom Metrics 10. Chapter 8: Writing Structured and Correlated Logs 11. Part 3: Observability for Common Cloud Scenarios
12. Chapter 9: Best Practices 13. Chapter 10: Tracing Network Calls 14. Chapter 11: Instrumenting Messaging Scenarios 15. Chapter 12: Instrumenting Database Calls 16. Part 4: Implementing Distributed Tracing in Your Organization
17. Chapter 13: Driving Change 18. Chapter 14: Creating Your Own Conventions 19. Chapter 15: Instrumenting Brownfield Applications 20. Assessments 21. Index 22. Other Books You May Enjoy

Adding Custom Metrics

In the previous chapter, we looked into manual distributed tracing instrumentation, which should help us debug individual operations or analyze service usage with ad hoc queries. Here, we’ll talk about metrics. First, we’ll learn when to use them, understand cardinality requirements, and then see how traces and metrics complement each other. We’ll explore the metrics API’s evolution in .NET and then spend most of this chapter talking about OpenTelemetry metrics. We’ll cover instruments such as counters, gauges, and histograms, and learn about each of them in depth.

We will cover the following topics in the chapter:

  • The benefits, limitations, and evolution of metrics in .NET
  • How and when to use different counters
  • How to record and use gauges
  • How to record value distribution with histograms

By the end of this chapter, you should be able to pick the right instrument for each scenario and implement and...

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