Book description
Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0
About This Book
- Get to grips with the new features introduced in Elastic Stack 6.0
- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats
- Includes handy tips and techniques to build, deploy and manage your Elastic applications efficiently on-premise or on the cloud
Who This Book Is For
This book is for data professionals who want to get amazing insights and business metrics from their data sources. If you want to get a fundamental understanding of the Elastic Stack for distributed, real-time processing of data, this book will help you. A fundamental knowledge of JSON would be useful, but is not mandatory. No previous experience with the Elastic Stack is required.
What You Will Learn
- Familiarize yourself with the different components of the Elastic Stack
- Get to know the new functionalities introduced in Elastic Stack 6.0
- Effectively build your data pipeline to get data from terabytes or petabytes of data into Elasticsearch and Logstash for searching and logging
- Use Kibana to visualize data and tell data stories in real-time
- Secure, monitor, and use the alerting and reporting capabilities of Elastic Stack
- Take your Elastic application to an on-premise or cloud-based production environment
In Detail
The Elastic Stack is a powerful combination of tools for distributed search, analytics, logging, and visualization of data from medium to massive data sets. The newly released Elastic Stack 6.0 brings new features and capabilities that empower users to find unique, actionable insights through these techniques. This book will give you a fundamental understanding of what the stack is all about, and how to use it efficiently to build powerful real-time data processing applications.
After a quick overview of the newly introduced features in Elastic Stack 6.0, you'll learn how to set up the stack by installing the tools, and see their basic configurations. Then it shows you how to use Elasticsearch for distributed searching and analytics, along with Logstash for logging, and Kibana for data visualization. It also demonstrates the creation of custom plugins using Kibana and Beats. You'll find out about Elastic X-Pack, a useful extension for effective security and monitoring. We also provide useful tips on how to use the Elastic Cloud and deploy the Elastic Stack in production environments.
On completing this book, you'll have a solid foundational knowledge of the basic Elastic Stack functionalities. You'll also have a good understanding of the role of each component in the stack to solve different data processing problems.
Style and approach
This step-by-step guide will show you the Elastic Stack, covering all the components through interactive and easy-to-follow examples. It also includes handy tips.
Table of contents
- Preface
- Introducing Elastic Stack
- Getting Started with Elasticsearch
- Searching-What is Relevant
-
Analytics with Elasticsearch
- The basics of aggregations
- Preparing data for analysis
- Metric aggregations
- Bucket aggregations
- Pipeline aggregations
- Summary
- Analyzing Log Data
- Building Data Pipelines with Logstash
- Visualizing data with Kibana
- Elastic X-Pack
-
Running Elastic Stack in Production
- Hosting Elastic Stack on a managed cloud
- Hosting Elastic Stack on your own
- Backing up and restoring
- Setting up index aliases
- Setting up index templates
- Modeling time series data
- Summary
-
Building a Sensor Data Analytics Application
- Introduction to the application
- Modeling data in Elasticsearch
- Setting up the metadata database
- Building the Logstash data pipeline
- Sending data to Logstash over HTTP
- Visualizing the data in Kibana
- Summary
- Monitoring Server Infrastructure
Product information
- Title: Learning Elastic Stack 6.0
- Author(s):
- Release date: December 2017
- Publisher(s): Packt Publishing
- ISBN: 9781787281868
You might also like
book
Beginning Elastic Stack
Learn how to install, configure and implement the Elastic Stack (Elasticsearch, Logstash and Kibana) – the …
video
Mastering ElasticSearch 6.x and the Elastic Stack
Elastic Stack is powered by the most popular open source search engine, ElasticSearch, currently used throughout …
book
Java 9 Regular Expressions
Solve real world problems using Regex in Java. About This Book Discover regular expressions and how …
book
Learning ELK Stack
Build mesmerizing visualizations, analytics, and logs from your data using Elasticsearch, Logstash, and Kibana About This …