Perform forensic investigations on Hadoop clusters with cutting-edge tools and techniques
Key Features
Identify, collect, and analyze Hadoop evidence forensically
Learn about Hadoop’s internals and Big Data file storage concepts
A step-by-step guide to help you perform forensic analysis using freely available tools
Book Description
Discover how to perform a complete forensic investigation of large-scale Hadoop clusters using the same tools and techniques employed by forensic experts. This book begins by taking you through the process of forensic investigation and the pitfalls to avoid. It will walk you through Hadoop’s internals and architecture, and you will discover what types of information Hadoop stores and how to access that data. You will learn to identify Big Data evidence using techniques to survey a live system and interview witnesses. After setting up your own Hadoop system, you will collect evidence using techniques such as forensic imaging and application-based extractions. You will analyze Hadoop evidence using advanced tools and techniques to uncover events and statistical information. Finally, data visualization and evidence presentation techniques are covered to help you properly communicate your findings to any audience.
What you will learn
Understand Hadoop internals and file storage
Collect and analyze Hadoop forensic evidence
Perform complex forensic analysis for fraud and other investigations
Use state-of-the-art forensic tools
Conduct interviews to identify Hadoop evidence
Create compelling presentations of your forensic findings
Understand how Big Data clusters operate
Apply advanced forensic techniques in an investigation, including file carving, statistical analysis, and more
Who this book is for
This book is meant for statisticians and forensic analysts with basic knowledge of digital forensics. They do not need to know Big Data Forensics. If you are an IT professional, law enforcement professional, legal professional, or a student interested in Big Data and forensics, this book is the perfect hands-on guide for learning how to conduct Hadoop forensic investigations. Each topic and step in the forensic process is described in accessible language.
Table of Contents
Selecting and Configuring Amazon EC2 Instances
Configuring & Securing a Virtual Private Cloud (Amazon VPC)