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Detalles bibliogr�ficos

T�tulo: Hadoop Application Architectures: Designing Real-World Big Data Applications
Editor: O'Reilly Media
Fecha de publicaci�n: 2015
Idioma: Ingl�s
ISBN 10: 1491900083
ISBN 13: 9781491900086
Encuadernaci�n: paperback
Estado: Very Good

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Sinopsis

Get expert guidance on architecting end-to-end data management solutions with Apache Hadoop. While many sources explain how to use various components in the Hadoop ecosystem, this practical book takes you through architectural considerations necessary to tie those components together into a complete tailored application, based on your particular use case.

To reinforce those lessons, the book's second section provides detailed examples of architectures used in some of the most commonly found Hadoop applications. Whether you're designing a new Hadoop application, or planning to integrate Hadoop into your existing data infrastructure, Hadoop Application Architectures will skillfully guide you through the process.

This book covers:

Factors to consider when using Hadoop to store and model data
Best practices for moving data in and out of the system
Data processing frameworks, including MapReduce, Spark, and Hive
Common Hadoop processing patterns, such as removing duplicate records and using windowing analytics
Giraph, GraphX, and other tools for large graph processing on Hadoop
Using workflow orchestration and scheduling tools such as Apache Oozie
Near-real-time stream processing with Apache Storm, Apache Spark Streaming, and Apache Flume
Architecture examples for clickstream analysis, fraud detection, and data warehousing

Acerca del autor

Mark is a committer on Apache Bigtop and a committer and PMC member on Apache Sentry (incubating) and a contributor to Apache Hadoop, Apache Hive, Apache Sqoop and Apache Flume projects. He is also a section author of O'Reilly's book on Apache Hive - Programming Hive. Ted is a Senior Solutions Architect at Cloudera helping clients be successful with Hadoop and the Hadoop ecosystem. Previously, he was a Lead Architect at the Financial Industry Regulatory Authority (FINRA), helping build out a number of solutions from web applications and Service Oriented Architectures to big data applicatons. He has also contributed code to Apache Flume, Apache Avro, Yarn, and Apache Pig. Jonathan is a Solutions Architect at Cloudera working with partners to integrate their solutions with Cloudera's software stack. Previously, he was a technical lead on the big data team at Orbitz Worldwide, helping to manage the Hadoop clusters for one of the most heavily trafficked sites on the internet. He's also a co--founder of the Chicago Hadoop User Group and Chicago Big Data, technical editor for Hadoop in Practice, and has spoken at a number of industry conferences on Hadoop and big data. Gwen is a Solutions Architect at Cloudera. She has 15 years of experience working with customers to design scalable data architectures. Formerly a senior consultant at Pythian,Oracle ACE Director and board member at NoCOUG. Gwen is a frequent speaker at industry conferences and maintains a popular blog.

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Descripci�n de la librer�a

We are a family run online bookshop based in Wales at the western edge of the Brecon Beacons National park and have been selling books online since October 2004. I have always had a love of books and it eventually got to the stage where my own book collection began to take over the family home! I reluctantly decided to sell a few of my own books on Amazon and was astonished at how quickly they sold. I was hooked and decided to start buying and selling books as a small part-time business from my spare bedroom. The business rapidly expanded, taking over the spare bedroom and my garage, swiftly followed by a spare bedroom in my mother's house and her garage! I acquired a small industrial unit in February 2007 and took the plunge to go full-time in March 2007, closely followed by my wife in September 2007. In October 2007 we moved in to larger premises and also took on our first members of staff to assist with the ever increasing workload. Our aim is to ensure that the people who buy our books enjoy the same service that we would hope for when purchasing a book ourselves. To that end, we endeavour to give all our books accurate descriptions, price them accordingly and dispatch swiftly and safely. All orders are dispatched within one working day, Monday to Friday. We will endeavour to answer all queries by email within 24 hours.

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Goldstone Books
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Goldstone Books Limited
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