{"product_id":"streaming-systems-tyler-akidau-9781491983874","title":"Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing","description":"\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Tyler Akidau, Slava Chernyak, Reuven Lax\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1491983876\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781491983874\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/28\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 349\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.20lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.70d","brand":"Tyler Akidau","offers":[{"title":"Paperback","offer_id":43986883805439,"sku":"9781491983874","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4b7abea7-e54c-454c-bdb2-0c09e3d1e320.jpg?v=1683285730","url":"https:\/\/www.whiterainbookhouse.com\/products\/streaming-systems-tyler-akidau-9781491983874","provider":"WR Book House","version":"1.0","type":"link"}