Hadoop Application Architectures is popular PDF and ePub book, written by Mark Grover in 2015-06-30, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Hadoop Application Architectures can be Read Online from any device for your convenience.
Hadoop Application Architectures Book PDF Summary
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
Detail Book of Hadoop Application Architectures PDF
- Author : Mark Grover
- Release : 30 June 2015
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781491900079
- Genre : Computers
- Total Page : 399 pages
- Language : English
- PDF File Size : 7,8 Mb
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