Mastering Splunk 8 - James D. Miller

Mastering Splunk 8

Become an expert at implementing the advanced features and capabilities of Splunk 8

(Autor)

Buch | Softcover
456 Seiten
2020
Packt Publishing Limited (Verlag)
978-1-83898-748-0 (ISBN)
52,35 inkl. MwSt
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This book will cover Splunk's offerings to efficiently capture, index, and correlate data from a searchable repository all in real-time to generate insightful graphs, reports, dashboards, and alerts. Developers and architects alike can be in high demand if they become experts with this tool.
Delve into Splunk and extend intelligence capabilities, and leverage machine learning to explore data efficiently

Key Features

Gain the expertise you need to implement the advanced features and capabilities of Splunk 8
Get to grips with advanced Splunk features and create compelling reports and dashboards
Develop and manage advanced Splunk pipelines to integrate intelligence capabilities within your organization

Book DescriptionSplunk is the most widely used engine for working with machine-generated data. This expert-level guide will help you to leverage advanced use cases to drive business growth using operational intelligence and business analytics features.

You'll start with an introduction to the new features in Splunk 8 and cover step-by-step exercises that will help you to understand each feature in depth. Next, you'll explore key tasks such as workload management, performance and alerting, Splunk Enterprise Security, and advanced indexing. You'll also learn how to create categorical charts and run analytical operations on metrics within the Splunk Analytics workspace, before understanding how to deliver insights across your organization even when faced with limited or complex data using advanced data analytics. The book will also show you how to monitor and maintain Splunk environments using advanced dashboards. Later, you'll create custom data visualizations and update dashboards using drag and drop and the UI-based dashboard editor. Finally, you'll add SplunkJS to a web app and use the Splunk Machine Learning Toolkit (MLTK) as an extension to the core Splunk platform using real-world use cases.

By the end of this book, you'll have learned how to use various Splunk features to extend intelligence capabilities and perform machine learning to explore data effectively.

What you will learn

Understand the components of Splunk 8 and how they work
Convert distributed search environments to clusters and configure disaster recovery sites using index clustering
Find out how to integrate Splunk with platforms such as AWS and Microsoft Azure
Use Search Processing Language (SPL) within Splunk macros to create efficient searching
Detect suspicious patterns in data with advanced event correlation searches
Explore machine learning with Splunk MLTK
Review the beta dashboard editor using working examples
Use SplunkJS Stack libraries to enhance web apps

Who this book is forThis Splunk book is for data professionals, data analysts, and Splunk users looking to leverage the advanced features of the Splunk Enterprise platform to derive valuable business insights from machine data. The book is also a useful expert-level guide for individuals from all facets of IT, business, and security. Prior knowledge of Splunk and its features is mandatory to get the most out of this book.

James D. Miller is an IBM Certified Expert, Master Consultant, and application/system architect with over 35 years of applications and system design/development experience across multiple platforms, technologies, and data formats, including big data. His experience includes IBM Planning Analytics, BI, web architecture/design, systems analysis, GUI design/testing, data modeling, and OLAP design/development. He has also worked on client/server, web, and mainframe applications. He has authored numerous books, including Implementing Splunk, Second Edition; Mastering Splunk, Hands-On Machine Learning with IBM Watson, Watson Projects, Statistics for Data Science, and Mastering Predictive Analytics with R, Second Edition.

Table of Contents

Overview of Splunk
Splunk Administration – Workload Management
Performance, Statistics and Alerting in Splunk
Splunk Administration – Security
Advanced Indexing
Splunk Integration with Azure and AWS
Advanced Reporting – Analytics Workspace
Advanced Reporting—Histogram Metric Data Types
Search Performance Considerations
Advanced Reporting Using Macros
Dashboards – Advanced Data Analytics
Dashboards – Correlating Events
Dashboards – Workflow Actions
Dashboards – Monitoring and Operability
Dashboards – Custom Visualizations
Machine Learning Overview
Splunk Next
Dashboards – SplunkJS

Erscheinungsdatum
Verlagsort Birmingham
Sprache englisch
Maße 75 x 93 mm
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Office Programme Outlook
Mathematik / Informatik Informatik Theorie / Studium
ISBN-10 1-83898-748-7 / 1838987487
ISBN-13 978-1-83898-748-0 / 9781838987480
Zustand Neuware
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