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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

Introduction to Monitoring and Observability

Since the early days of computer networks, we have needed to detect failures on the different network components (e.g., hardware interface issues, cable cuts, or web service down) to determine outages that require corrective actions. This field has been known as network monitoring.

Interestingly, the last decade has witnessed numerous innovations in the field, especially related to new tools and practices around the DevOps culture. This culture emphasizes merging development and operations responsibilities requiring a better understanding of the operational state. Moreover, there has been a significant adoption of network automation. This advancement drives network operations, transforming monitoring from a passive component to an enabler of closed-loop processes. These changes have been the main drivers behind the evolution from network monitoring to network observability, and this book wants to help you understand and apply it to improve...

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Modern Network Observability
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