{"product_id":"anil-kumar-muppalla-guide-to-high-performance-distributed-computing-9783319383477","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.","brand":"Springer","offers":[{"title":"Default Title","offer_id":54705280909654,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783319383477_1.jpg?v=1791122109","url":"https:\/\/www.momoxbooks.com\/products\/anil-kumar-muppalla-guide-to-high-performance-distributed-computing-9783319383477","provider":"momox","version":"1.0","type":"link"}