Book Image

Data Analytics Using Splunk 9.x

By : Dr. Nadine Shillingford
5 (1)
Book Image

Data Analytics Using Splunk 9.x

5 (1)
By: Dr. Nadine Shillingford

Overview of this book

Splunk 9 improves on the existing Splunk tool to include important features such as federated search, observability, performance improvements, and dashboarding. This book helps you to make the best use of the impressive and new features to prepare a Splunk installation that can be employed in the data analysis process. Starting with an introduction to the different Splunk components, such as indexers, search heads, and forwarders, this Splunk book takes you through the step-by-step installation and configuration instructions for basic Splunk components using Amazon Web Services (AWS) instances. You’ll import the BOTS v1 dataset into a search head and begin exploring data using the Splunk Search Processing Language (SPL), covering various types of Splunk commands, lookups, and macros. After that, you’ll create tables, charts, and dashboards using Splunk’s new Dashboard Studio, and then advance to work with clustering, container management, data models, federated search, bucket merging, and more. By the end of the book, you’ll not only have learned everything about the latest features of Splunk 9 but also have a solid understanding of the performance tuning techniques in the latest version.
Table of Contents (18 chapters)
1
Part 1: Getting Started with Splunk
5
Part 2: Visualizing Data with Splunk
10
Part 3: Advanced Topics in Splunk

Licensing, Indexing, and Buckets

The previous chapters showed us how to get data into Splunk and how to use Splunk query language to gain insight into the data and create visualizations that can be used to solve problems. In this chapter, we begin the exploration of how Splunk stores data. Splunk stores data in data structures called buckets. A collection of buckets is called an index. The process of storing incoming data into buckets is called indexing. Data passes through a series of queues and pipelines. The result is individual events that are stored physically on disk. Splunk organizes buckets and indexes on a filesystem in the form of raw data and index files. Splunk keeps track of the volume of incoming data using license models. We will look at various free and paid license models in Splunk.

In this chapter, we will explore the following topics:

  • Understanding Splunk indexing and buckets
  • Exploring Splunk queues
  • Discussing Splunk licensing models
...