{"product_id":"foundations-of-data-intensive-applications-large-scale-data-analytics-under-the-hood-paperback","title":"Foundations of Data Intensive Applications - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eSupun Kamburugamuve\u003c\/b\u003e (Author)\u003c\/p\u003e\u003ch3\u003eFront Jacket\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePEEK \"UNDER THE HOOD\" OF BIG DATA ANALYTICS\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThe world of big data analytics grows ever more complex. And while many people can work superficially with specific frameworks, far fewer understand the fundamental principles of large-scale, distributed data processing systems and how they operate. In Foundations of Data Intensive Applications: Large Scale Data Analytics under the Hood, renowned big-data experts and computer scientists Drs. Supun Kamburugamuve and Saliya Ekanayake deliver a practical guide to applying the principles of big data to software development for optimal performance. \u003c\/p\u003e\u003cp\u003eThe authors discuss foundational components of large-scale data systems and walk readers through the major software design decisions that define performance, application type, and usability. You ll learn how to recognize problems in your applications resulting in performance and distributed operation issues, diagnose them, and effectively eliminate them by relying on the bedrock big data principles explained within. \u003c\/p\u003e\u003cp\u003eMoving beyond individual frameworks and APIs for data processing, this book unlocks the theoretical ideas that operate under the hood of every big data processing system. \u003c\/p\u003e\u003cp\u003eIdeal for data scientists, data architects, dev-ops engineers, and developers, \u003ci\u003eFoundations of Data Intensive Applications: Large Scale Data Analytics under the Hood\u003c\/i\u003e shows readers how to: \u003c\/p\u003e\u003cul\u003e\u003cb\u003e\u003cli\u003eIdentify the foundations of large-scale, distributed data processing systems\u003c\/li\u003e \u003cli\u003eMake major software design decisions that optimize performance\u003c\/li\u003e \u003cli\u003eDiagnose performance problems and distributed operation issues\u003c\/li\u003e \u003cli\u003eUnderstand state-of-the-art research in big data\u003c\/li\u003e \u003cli\u003eExplain and use the major big data frameworks and understand what underpins them\u003c\/li\u003e \u003cli\u003eUse big data analytics in the real world to solve practical problems\u003c\/li\u003e\u003c\/b\u003e\u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSUPUN KAMBURUGAMUVE, PhD, \u003c\/b\u003e is a computer scientist researching and designing large scale data analytics tools. He received his doctorate in Computer Science from Indiana University, Bloomington and architected the data processing systems Twister2 and Cylon.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eSALIYA EKANAYAKE, PhD, \u003c\/b\u003e is a Senior Software Engineer at Microsoft working in the intersection of scaling deep learning systems and parallel computing. He is also a research affiliate at Berkeley Lab. He received his doctorate in Computer Science from Indiana University, Bloomington.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 416\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.9 x 9.1 x 7.4 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e August 20, 2021\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52493924663603,"sku":"9781119713029","price":62.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/aw_FbJ798L9781119713029.webp?v=1782846013","url":"https:\/\/www.vysn.com\/en-ca\/products\/foundations-of-data-intensive-applications-large-scale-data-analytics-under-the-hood-paperback","provider":"VYSN","version":"1.0","type":"link"}