{"product_id":"9781617290343","title":"Big Data: Principles and best practices of scalable realtime data systems","description":"\u003cp\u003e\u003cb\u003eSummary\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eBig Data\u003c\/i\u003e teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built.\u003c\/p\u003e\u003cp\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWeb-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional database systems. These applications require architectures built around clusters of machines to store and process data of any size, or speed. Fortunately, scale and simplicity are not mutually exclusive.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eBig Data\u003c\/i\u003e teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach that can be built and run by a small team. You'll explore the theory of big data systems and how to implement them in practice. In addition to discovering a general framework for processing big data, you'll learn specific technologies like Hadoop, Storm, and NoSQL databases.\u003c\/p\u003e\u003cp\u003eThis book requires no previous exposure to large-scale data analysis or NoSQL tools. Familiarity with traditional databases is helpful.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntroduction to big data systems\u003c\/li\u003e\n\u003cli\u003eReal-time processing of web-scale data\u003c\/li\u003e\n\u003cli\u003eTools like Hadoop, Cassandra, and Storm\u003c\/li\u003e\n\u003cli\u003eExtensions to traditional database skills\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eAbout the Authors\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eNathan Marz\u003c\/b\u003e is the creator of Apache Storm and the originator of the Lambda Architecture for big data systems. \u003cb\u003eJames Warren\u003c\/b\u003e is an analytics architect with a background in machine learning and scientific computing.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003col\u003e\n\u003cli\u003eA new paradigm for Big Data\u003c\/li\u003e\n\u003cb\u003ePART 1 BATCH LAYER\u003c\/b\u003e\u003cli\u003eData model for Big Data\u003c\/li\u003e\n\u003cli\u003eData model for Big Data: Illustration\u003c\/li\u003e\n\u003cli\u003eData storage on the batch layer\u003c\/li\u003e\n\u003cli\u003eData storage on the batch layer: Illustration\u003c\/li\u003e\n\u003cli\u003eBatch layer\u003c\/li\u003e\n\u003cli\u003eBatch layer: Illustration\u003c\/li\u003e\n\u003cli\u003eAn example batch layer: Architecture and algorithms\u003c\/li\u003e\n\u003cli\u003eAn example batch layer: Implementation\u003c\/li\u003e\n\u003cb\u003ePART 2 SERVING LAYER\u003c\/b\u003e\u003cli\u003eServing layer\u003c\/li\u003e\n\u003cli\u003eServing layer: Illustration\u003c\/li\u003e\n\u003cb\u003ePART 3 SPEED LAYER\u003c\/b\u003e\u003cli\u003eRealtime views\u003c\/li\u003e\n\u003cli\u003eRealtime views: Illustration\u003c\/li\u003e\n\u003cli\u003eQueuing and stream processing\u003c\/li\u003e\n\u003cli\u003eQueuing and stream processing: Illustration\u003c\/li\u003e\n\u003cli\u003eMicro-batch stream processing\u003c\/li\u003e\n\u003cli\u003eMicro-batch stream processing: Illustration\u003c\/li\u003e\n\u003cli\u003eLambda Architecture in depth\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Manning Publications Company","offers":[{"title":"Default Title","offer_id":47054703034608,"sku":"9781617290343","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781617290343_p0.jpg?v=1763850026","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781617290343","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}