{"product_id":"hadoop-application-architectures-designing-real-world-big-data-applications-9781491900086","title":"Hadoop Application Architectures: Designing Real-World Big Data Applications","description":"\u003cp\u003e • Author(s): Grover Rajat (Mark) | Ted Malaska | Jonathan Seidman\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Programming - Parallel\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eGet 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. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cp\u003e This book covers: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eFactors to consider when using Hadoop to store and model data \u003c\/li\u003e\n\u003cli\u003eBest practices for moving data in and out of the system \u003c\/li\u003e\n\u003cli\u003eData processing frameworks, including MapReduce, Spark, and Hive \u003c\/li\u003e\n\u003cli\u003eCommon Hadoop processing patterns, such as removing duplicate records and using windowing analytics \u003c\/li\u003e\n\u003cli\u003eGiraph, GraphX, and other tools for large graph processing on Hadoop \u003c\/li\u003e\n\u003cli\u003eUsing workflow orchestration and scheduling tools such as Apache Oozie \u003c\/li\u003e\n\u003cli\u003eNear-real-time stream processing with Apache Storm, Apache Spark Streaming, and Apache Flume \u003c\/li\u003e\n\u003cli\u003eArchitecture examples for clickstream analysis, fraud detection, and data warehousing \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46485667020951,"sku":"9781491900086","price":4971.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491900086.jpg?v=1766327662","url":"https:\/\/atlanticbooks.com\/products\/hadoop-application-architectures-designing-real-world-big-data-applications-9781491900086","provider":"Atlantic Books","version":"1.0","type":"link"}