{"product_id":"9783319134963","title":"Computer Communications and Networks: Case Studies with Hadoop, Scalding and Spark","description":"\u003ch1\u003eComputer Communications and Networks: Case Studies with Hadoop, Scalding and Spark\u003c\/h1\u003e \u003ch2\u003eSrinivasa, K.G.; Muppalla, Anil Kumar\u003c\/h2\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2015-03-09\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319134963\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-13497-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 304\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47380214120588,"sku":"9783319134963","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319134963.jpg?v=1775739064","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319134963","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}