{"product_id":"guide-to-high-performance-distributed-computing-case-studies-with-hadoop-scalding-and-spark-von-anil-kumar-muppalla-k-g-srinivasa","title":"Guide to High Performance Distributed Computing","description":"This timely text\/reference describes the development and implementation of large-scale distributed processing systems using open source tools and technologies. Comprehensive in scope, the book presents state-of-the-art material on building high performance distributed computing systems, providing practical guidance and best practices as well as describing theoretical software frameworks. Features: describes the fundamentals of building scalable software systems for large-scale data processing in the new paradigm of high performance distributed computing; presents an overview of the Hadoop ecosystem, followed by step-by-step instruction on its installation, programming and execution; Reviews the basics of Spark, including resilient distributed datasets, and examines Hadoop streaming and working with Scalding; Provides detailed case studies on approaches to clustering, data classification and regression analysis; Explains the process of creating a working recommender system using Scalding and Spark.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319383477\"\u003e\u003ch3\u003eCase Studies with Hadoop, Scalding and Spark\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319134963\"\u003e\u003ch3\u003eCase Studies with Hadoop, Scalding and Spark\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783319383477","offer_id":39420731129949,"sku":"9783319383477","price":53.49,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783319134963","offer_id":40887446929501,"sku":"9783319134963","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/558fc4c6-0429-4c0d-a180-a0167ce10f9f.jpg?v=1775279206","url":"https:\/\/shop.autorenwelt.de\/products\/guide-to-high-performance-distributed-computing-case-studies-with-hadoop-scalding-and-spark-von-anil-kumar-muppalla-k-g-srinivasa","provider":"Autorenwelt Shop","version":"1.0","type":"link"}