{"product_id":"streaming-systems-the-what-where-when-and-how-of-large-scale-data-processing-9781491983874","title":"Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing","description":"\u003cp\u003e • Author(s): Tyler Akidau\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eStreaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way. \u003c\/p\u003e\u003cp\u003e Expanded from Tyler Akidau's popular blog posts \"Streaming 101\" and \"Streaming 102\", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You'll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax. \u003c\/p\u003e\u003cp\u003e You'll explore: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eHow streaming and batch data processing patterns compare \u003c\/li\u003e\n\u003cli\u003eThe core principles and concepts behind robust out-of-order data processing \u003c\/li\u003e\n\u003cli\u003eHow watermarks track progress and completeness in infinite datasets \u003c\/li\u003e\n\u003cli\u003eHow exactly-once data processing techniques ensure correctness \u003c\/li\u003e\n\u003cli\u003eHow the concepts of streams and tables form the foundations of both batch and streaming data processing \u003c\/li\u003e\n\u003cli\u003eThe practical motivations behind a powerful persistent state mechanism, driven by a real-world example \u003c\/li\u003e\n\u003cli\u003eHow time-varying relations provide a link between stream processing and the world of SQL and relational algebra \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45299189383319,"sku":"9781491983874","price":5483.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491983874.webp?v=1769285205","url":"https:\/\/atlanticbooks.com\/products\/streaming-systems-the-what-where-when-and-how-of-large-scale-data-processing-9781491983874","provider":"Atlantic Books","version":"1.0","type":"link"}