{"product_id":"9781786468062","title":"Fast Data Processing Systems with SMACK Stack","description":"\u003cp\u003e\u003cb\u003eCombine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThis highly practical guide shows you how to use the best of the big data technologies to solve your response-critical problems\u003c\/li\u003e\n\u003cli\u003eLearn the art of making cheap-yet-effective big data architecture without using complex Greek-letter architectures\u003c\/li\u003e\n\u003cli\u003eUse this easy-to-follow guide to build fast data processing systems for your organization\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eIf you are a developer, data architect, or a data scientist looking for information on how to integrate the Big Data stack architecture and how to choose the correct technology in every layer, this book is what you are looking for.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDesign and implement a fast data Pipeline architecture\u003c\/li\u003e\n\u003cli\u003eThink and solve programming challenges in a functional way with Scala\u003c\/li\u003e\n\u003cli\u003eLearn to use Akka, the actors model implementation for the JVM\u003c\/li\u003e\n\u003cli\u003eMake on memory processing and data analysis with Spark to solve modern business demands\u003c\/li\u003e\n\u003cli\u003eBuild a powerful and effective cluster infrastructure with Mesos and Docker\u003c\/li\u003e\n\u003cli\u003eManage and consume unstructured and No-SQL data sources with Cassandra\u003c\/li\u003e\n\u003cli\u003eConsume and produce messages in a massive way with Kafka\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eSMACK is an open source full stack for big data architecture. It is a combination of Spark, Mesos, Akka, Cassandra, and Kafka. This stack is the newest technique developers have begun to use to tackle critical real-time analytics for big data. This highly practical guide will teach you how to integrate these technologies to create a highly efficient data analysis system for fast data processing.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWe'll start off with an introduction to SMACK and show you when to use it. First you'll get to grips with functional thinking and problem solving using Scala. Next you'll come to understand the Akka architecture. Then you'll get to know how to improve the data structure architecture and optimize resources using Apache Spark. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMoving forward, you'll learn how to perform linear scalability in databases with Apache Cassandra. You'll grasp the high throughput distributed messaging systems using Apache Kafka. We'll show you how to build a cheap but effective cluster infrastructure with Apache Mesos. Finally, you will deep dive into the different aspect of SMACK using a few case studies. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBy the end of the book, you will be able to integrate all the components of the SMACK stack and use them together to achieve highly effective and fast data processing.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWith the help of various industry examples, you will learn about the full stack of big data architecture, taking the important aspects in every technology. You will learn how to integrate the technologies to build effective systems rather than getting incomplete information on single technologies. You will learn how various open source technologies can be used to build cheap and fast data processing systems with the help of various industry examples\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47114776314096,"sku":"9781786468062","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781786468062_p0.jpg?v=1763730215","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781786468062","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}