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Modern Network Observability

Modern Network Observability

By : David Flores, Christian Adell, Josh VanDeraa
4.4 (10)
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Modern Network Observability

Modern Network Observability

4.4 (10)
By: David Flores, Christian Adell, Josh VanDeraa

Overview of this book

As modern IT services and software architectures such as microservices rely increasingly on network performance, the relevance of networks has never been greater. Network observability has emerged as a critical evolution of traditional monitoring, providing the deep visibility needed to manage today’s complex, dynamic environments. In Modern Network Observability, authors David Flores, Christian Adell, and Josh VanDeraa share their extensive experience to guide you through building and deploying a flexible observability stack using open-source tools. This book begins by addressing the limitations of monolithic monitoring solutions, showing you how to transform them into a composable, flexible observability stack. Through practical implementations, you’ll learn how to collect, normalize, and analyze network data from diverse sources, build intuitive dashboards, and set up actionable alerts that help you stay ahead of potential issues. Later, you’ll cover advanced topics, such as integrating observability data into your network automation strategy, ensuring your network operations align with business objectives. By the end of this book, you'll be able to proactively manage your network, minimize downtime, and ensure resilient, efficient, and future-proof operations.
Table of Contents (20 chapters)
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1
Part 1:Understanding Monitoring and Observability
5
Part 2: Building an Effective Observability Stack
13
Part 3: Using Your Network Observability Data
16
Chapter 13: Leveraging Artificial Intelligence for Enhanced Network Observability

Appendix A

This appendix serves as a comprehensive, hands-on guide to setting up a lab environment capable of running the code and configuration examples provided in the book. We provide detailed instructions on the deployment and configuration of an open source observability stack, allowing you to configure, experiment, and validate your network observability efforts in a controlled environment. These steps will pave the way for successful implementation in production settings.

The observability stack comprises several key components that may or may not be used in a given lab scenario (there’ll be more on this later).

The following list provides a brief overview of each component and its role in the stack:

  • Telegraf: An agent for data collection, normalization, and enrichment, well known for the variety of plugins it offers to collect metrics and data from systems. In Chapter 5 and 6, we explored Telegraf in detail, highlighting its capabilities and integration...
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Modern Network Observability
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