Book Image

Implementing Splunk: Big Data Reporting and Development for Operational Intelligence

By : VINCENT BUMGARNER
Book Image

Implementing Splunk: Big Data Reporting and Development for Operational Intelligence

By: VINCENT BUMGARNER

Overview of this book

Splunk is a data collection, indexing, and visualization engine for operational intelligence. It's a powerful and versatile search and analysis engine that lets you investigate, troubleshoot, monitor, alert, and report on everything that's happening in your entire IT infrastructure from one location in real time. Splunk collects, indexes, and harnesses all the fast moving machine data generated by our applications, servers, and devices - physical, virtual, and in the cloud.Given a mountain of machine data, this book shows you exactly how to learn to use Splunk to make something useful from it. Depending on your needs, you can learn to search, transform, and display data, or learn to administer your Splunk installation, large or small. "Implementing Splunk: Big Data Reporting and Development for Operational Intelligence" will help you get your job done faster, whether you read from the beginning or jump to what you need to know today. New and experienced users alike will find nuggets of wisdom throughout.This book provides you with valuable examples and step-by-step instructions, showing you how to take advantage of everything Splunk has to offer you, to make the most out of your machine data."Implementing Splunk: Big Data Reporting and Development for Operational Intelligence" takes you on a journey right from inception to a fully functioning implementation of Splunk. Using a real-world data walkthrough, you'll be shown how to search effectively, create fields, build dashboards, reports, and package apps, manage your indexes, integrate into the enterprise, and extend Splunk. This practical implementation guide equips you with high-level knowledge for configuring, deploying, extending, and integrating Splunk. Depending on the goal and skills of the reader, enough topics are covered to get you on your way to dashboard guru, app developer, or enterprise administrator. This book uses examples curates reference, and sage advice to help you make the most of this incredibly powerful tool.
Table of Contents (19 chapters)
Implementing Splunk: Big Data Reporting and Development for Operational Intelligence
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Splunk instance types


In a distributed deployment, different Splunk processes will serve different purposes. There are four stages of processing that are generally spread across two to four layers. The stages of processing include:

  • input: This stage consumes raw data, from log files, ports, or scripts

  • parsing: This stage splits raw data into events, parses time, sets base metadata, runs transforms, and so on

  • indexing: This stage stores the data and optimizes indexes

  • searching: This stage runs queries and presents the results to the user

These different stages can all be accomplished in one process, but splitting them across servers can improve performance as log volumes and search load increase.

Splunk forwarders

Each machine that contains the log files generally runs a Splunk forwarder process. The job of this process is to read logs on that machine or to run scripted inputs. This installation is either:

  • A full installation of Splunk, configured to forward data instead of indexing it

  • Splunk...