{"product_id":"foundations-of-data-intensive-applications","title":"Foundations of Data Intensive Applications","description":"\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\n\u003cli\u003e\u003cb\u003e\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eIdentify the foundations of large-scale, distributed data processing systems\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eMake major software design decisions that optimize performance\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eDiagnose performance problems and distributed operation issues\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eUnderstand state-of-the-art research in big data\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eExplain and use the major big data frameworks and understand what underpins them\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eUse big data analytics in the real world to solve practical problems\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54222269481304,"sku":"9781119713029","price":52.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781119713029.jpg?v=1765348228","url":"https:\/\/agendabookshop.com\/products\/foundations-of-data-intensive-applications","provider":"Agenda Bookshop","version":"1.0","type":"link"}