Learning Hadoop 2 by Garry Turkington, Gabriele Modena
Learning Hadoop 2 by Garry Turkington, Gabriele Modena PDF, ePub eBook D0wnl0ad
Design and implement data processing, lifecycle management, and analytic workflows with the cutting-edge toolbox of Hadoop 2
About This Book
- Construct state-of-the-art applications using higher-level interfaces and tools beyond the traditional MapReduce approach
- Use the unique features of Hadoop 2 to model and analyze Twitter's global stream of user generated data
- Develop a prototype on a local cluster and deploy to the cloud (Amazon Web Services)
Who This Book Is For
If you are a system or application developer interested in learning how to solve practical problems using the Hadoop framework, then this book is ideal for you. You are expected to be familiar with the Unix/Linux command-line interface and have some experience with the Java programming language. Familiarity with Hadoop would be a plus.
What You Will Learn
- Write distributed applications using the MapReduce framework
- Go beyond MapReduce and process data in real time with Samza and iteratively with Spark
- Familiarize yourself with data mining approaches that work with very large datasets
- Prototype applications on a VM and deploy them to a local cluster or to a cloud infrastructure (Amazon Web Services)
- Conduct batch and real time data analysis using SQL-like tools
- Build data processing flows using Apache Pig and see how it enables the easy incorporation of custom functionality
- Define and orchestrate complex workflows and pipelines with Apache Oozie
- Manage your data lifecycle and changes over time
In Detail
This book introduces you to the world of building data-processing applications with the wide variety of tools supported by Hadoop 2. Starting with the core components of the framework―HDFS and YARN―this book will guide you through how to build applications using a variety of approaches.
You will learn how YARN completely changes the relationship between MapReduce and Hadoop and allows the latter to support more varied processing approaches and a broader array of applications. These include real-time processing with Apache Samza and iterative computation with Apache Spark. Next up, we discuss Apache Pig and the dataflow data model it provides. You will discover how to use Pig to analyze a Twitter dataset.
With this book, you will be able to make your life easier by using tools such as Apache Hive, Apache Oozie, Hadoop Streaming, Apache Crunch, and Kite SDK. The last part of this book discusses the likely future direction of major Hadoop components and how to get involved with the Hadoop community.
From reader reviews:
Bonnie Skelton:
Do you considered one of people who can't read pleasurable if the sentence chained within the straightway, hold on guys this particular aren't like that. This Learning Hadoop 2 book is readable through you who hate those perfect word style. You will find the info here are arrange for enjoyable reading through experience without leaving even decrease the knowledge that want to offer to you. The writer of Learning Hadoop 2 content conveys thinking easily to understand by many individuals. The printed and e-book are not different in the content material but it just different as it. So , do you nevertheless thinking Learning Hadoop 2 is not loveable to be your top list reading book?
Lucy Nelson:
Hey guys, do you really wants to finds a new book to study? May be the book with the concept Learning Hadoop 2 suitable to you? Typically the book was written by well known writer in this era. The actual book untitled Learning Hadoop 2is one of several books that will everyone read now. This kind of book was inspired a number of people in the world. When you read this book you will enter the new dimension that you ever know prior to. The author explained their idea in the simple way, so all of people can easily to recognise the core of this guide. This book will give you a lot of information about this world now. To help you to see the represented of the world within this book.
James Sanchez:
A lot of people always spent their particular free time to vacation or go to the outside with them household or their friend. Are you aware? Many a lot of people spent they free time just watching TV, or maybe playing video games all day long. If you need to try to find a new activity here is look different you can read some sort of book. It is really fun in your case. If you enjoy the book which you read you can spent 24 hours a day to reading a guide. The book Learning Hadoop 2 it is very good to read. There are a lot of individuals who recommended this book. These were enjoying reading this book. In case you did not have enough space to create this book you can buy typically the e-book. You can m0ore effortlessly to read this book from a smart phone. The price is not to fund but this book has high quality.
Read Learning Hadoop 2 by Garry Turkington, Gabriele Modena for online ebook
Learning Hadoop 2 by Garry Turkington, Gabriele Modena Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Learning Hadoop 2 by Garry Turkington, Gabriele Modena books to read online.
Tidak ada komentar:
Posting Komentar