Get ready to unlock the power of your data. With the fourth edition of this comprehensive guide, you'll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. Using Hadoop 2 exclusively, author Tom White presents new chapters on YARN and several Hadoop-related projects such...

"Learn about the very latest in real-time data processing tools, architectures, and applications with this video collection of select talks from the five Strata + Hadoop World conferences in 2016. You'll see world-class experts like Jay Kreps (Confluent) and Michael Armbrust (Databricks) discuss advances in tools such as Kafka and Spark, and leaders in the field explain how they design real-time platforms at scale, address common challenges, and implement...

Unleash the power of Apache Oozie to create and manage your big data and machine learning pipelines in one go About This Book Teaches you everything you need to know to get started with Apache Oozie from scratch and manage your data pipelines effortlessly Learn to write data ingestion workflows with the help of real-life examples from the author's own personal experience Embed Spark jobs to run your machine learning models on top of Hadoop Who This...

"This IBM Redbooks publication demonstrates and documents how to implement and manage an IBM PowerLinux cluster for big data focusing on hardware management, operating systems provisioning, application provisioning, cluster readiness check, hardware, operating system, IBM InfoSphere BigInsights, IBM Platform Symphony, IBM Spectrum Scale (formerly IBM GPFS), applications monitoring, and performance tuning. This publication shows that IBM PowerLinux...

"Sold out Strata+Hadoop London 2016 is a tour through the giant city of data led by guides expert in knowing just where to go. There is a lot to see in this video compilation that shows you every bit: 211 speakers, 108 sessions, 20 keynotes and 14 tutorials. Start your trip with a long-form tutorial exploring data territory such as: An 8-hour deep dive into all phases of managing Hadoop clusters; an 8-hour excursion through the hardcore data science...

Building distributed applications is difficult enough without having to coordinate the actions that make them work. This practical guide shows how Apache ZooKeeper helps you manage distributed systems, so you can focus mainly on application logic. Even with ZooKeeper, implementing coordination tasks is not trivial, but this book provides good practices to give you a head start, and points out caveats that developers and administrators alike need to...

"Apache Hadoop YARN Fundamentals LiveLessons is the first complete video training course on the basics of Apache Hadoop version 2 with YARN. The tutorial begins with MapReduce and Big Data fundamentals and moves to YARN design, installation (laptop, cluster, and cloud), administration, running applications (MapReduce2, Pig and Hive), writing new applications, and useful frameworks. Additional coverage of Ambari, Ganglia, Nagios and the Hortonworks...

Re-architect relational applications to NoSQL, integrate relational database management systems with the Hadoop ecosystem, and transform and migrate relational data to and from Hadoop components. This book covers the best-practice design approaches to re-architecting your relational applications and transforming your relational data to optimize concurrency, security, denormalization, and performance. Winner of IBM's 2012 Gerstner Award for his implementation...