Learning Kibana 5.0

Exploit the visualization capabilities of Kibana and build powerful interactive dashboards

Learning Kibana 5.0

Bahaaldine Azarmi

Exploit the visualization capabilities of Kibana and build powerful interactive dashboards
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Book Details

ISBN 139781786463005
Paperback284 pages

Book Description

Kibana is an open source data visualization platform that allows you to interact with your data through stunning, powerful graphics. Its simple, browser-based interface enables you to quickly create and share dynamic dashboards that display changes to Elasticsearch queries in real time.

In this book, you’ll learn how to use the Elastic stack on top of a data architecture to visualize data in real time. All data architectures have different requirements and expectations when it comes to visualizing the data, whether it’s logging analytics, metrics, business analytics, graph analytics, or scaling them as per your business requirements. This book will help you master Elastic visualization tools and adapt them to the requirements of your project.

You will start by learning how to use the basic visualization features of Kibana 5. Then you will be shown how to implement a pure metric analytics architecture and visualize it using Timelion, a very recent and trendy feature of the Elastic stack. You will learn how to correlate data using the brand-new Graph visualization and build relationships between documents. Finally, you will be familiarized with the setup of a Kibana development environment so that you can build a custom Kibana plugin.

By the end of this book you will have all the information needed to take your Elastic stack skills to a new level of data visualization.

Table of Contents

Chapter 1: Introduction to Data-Driven Architecture
Industry challenges
Overview of the Elastic stack
Summary
Chapter 2: Installing and Setting Up Kibana 5.0
Setting up your installation
Kibana anatomy
Summary
Chapter 3: Business Analytics with Kibana 5.0
Business use case - Paris accidentology
Summary
Chapter 4: Logging Analytics with Kibana 5.0
Technical use case - Apache server logs
Summary
Chapter 5: Metric Analytics with Metricbeat and Kibana 5.0
Technical use case - system monitoring with Metricbeat
Getting started with Metricbeat
Metricbeat in Kibana
Metricbeat in Timelion
Summary
Chapter 6: Graph Exploration in Kibana
Introducing the basics of Elastic Graph
Exploring the Stack Overflow dataset with Elastic Graph
Summary
Chapter 7: Customizing Kibana 5.0 Timelion
Diving into Timelion code
When Google Analytics meets the lion
Plugin release management
Summary
Chapter 8: Anomaly Detection in Kibana 5.0
Understanding the concept of anomaly detection
Using Prelert for operational analytics
Combining Prelert, alerting, and Timelion
Summary
Chapter 9: Creating a Custom Plugin for Kibana 5.0
Creating a plugin from scratch
A plugin to render Elasticsearch topology
Summary

What You Will Learn

  • How to create visualizations in Kibana
  • Ingest log data, structure an Elasticsearch cluster, and create visualization assets in Kibana
  • Embed Kibana visualization on web pages
  • Scaffold, develop, and deploy new Kibana & Timelion customizations
  • Build a metrics dashboard in Timelion based on time series data
  • Use the Graph plugin visualization feature and leverage a graph query
  • Create, implement, package, and deploy a new custom plugin
  • Use Prelert to solve anomaly detection challenges

Authors

Table of Contents

Chapter 1: Introduction to Data-Driven Architecture
Industry challenges
Overview of the Elastic stack
Summary
Chapter 2: Installing and Setting Up Kibana 5.0
Setting up your installation
Kibana anatomy
Summary
Chapter 3: Business Analytics with Kibana 5.0
Business use case - Paris accidentology
Summary
Chapter 4: Logging Analytics with Kibana 5.0
Technical use case - Apache server logs
Summary
Chapter 5: Metric Analytics with Metricbeat and Kibana 5.0
Technical use case - system monitoring with Metricbeat
Getting started with Metricbeat
Metricbeat in Kibana
Metricbeat in Timelion
Summary
Chapter 6: Graph Exploration in Kibana
Introducing the basics of Elastic Graph
Exploring the Stack Overflow dataset with Elastic Graph
Summary
Chapter 7: Customizing Kibana 5.0 Timelion
Diving into Timelion code
When Google Analytics meets the lion
Plugin release management
Summary
Chapter 8: Anomaly Detection in Kibana 5.0
Understanding the concept of anomaly detection
Using Prelert for operational analytics
Combining Prelert, alerting, and Timelion
Summary
Chapter 9: Creating a Custom Plugin for Kibana 5.0
Creating a plugin from scratch
A plugin to render Elasticsearch topology
Summary

Book Details

ISBN 139781786463005
Paperback284 pages
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