Event Streams in Action: Unified log processing with Kafka and Kinesis
暫譯: 事件流實戰：使用 Kafka 和 Kinesis 的統一日誌處理
Alexander Dean, Valentin Crettaz
- 出版商: Manning
- 出版日期: 2019-05-30
- 售價: $1,575
- 貴賓價: 9.5 折 $1,496
- 語言: 英文
- 頁數: 344
- 裝訂: Paperback
- ISBN: 1617292346
- ISBN-13: 9781617292347
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相關分類:
Message Queue
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相關翻譯:
事件流實戰 (簡中版)
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商品描述
Event Streams in Action is a foundational book introducing the ULP paradigm and presenting techniques to use it effectively in data-rich environments. The book begins with an architectural overview, illustrating how ULP addresses the thorny issues associated with processing data from multiple sources. It then guides the reader through examples using the unified log technologies Apache Kafka and Amazon Kinesis and a variety of stream processing frameworks and analytics databases.
Readers learn to aggregate events from multiple sources, store them in a unified log, and build data processing applications on the resulting event streams. As readers progress through the book, they learn how to validate, filter, enrich, and store event streams, master key stream processing approaches, and explore important patterns like the lambda architecture, stream aggregation, and event re-processing. The book also dives into the methods and tools usable for event modelling and event analytics, along with scaling, resiliency, and advanced stream patterns.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
商品描述(中文翻譯)
《事件串流實戰》是一本基礎書籍，介紹了ULP（Unified Log Processing）範式，並呈現了在數據豐富環境中有效使用該範式的技術。這本書首先提供了架構概述，說明ULP如何解決與處理來自多個來源的數據相關的棘手問題。接著，書中通過使用統一日誌技術Apache Kafka和Amazon Kinesis，以及各種串流處理框架和分析數據庫的範例，引導讀者進行學習。
讀者將學會如何從多個來源聚合事件，將其存儲在統一日誌中，並在生成的事件串流上構建數據處理應用程式。隨著讀者逐步深入書中內容，他們將學會如何驗證、過濾、豐富和存儲事件串流，掌握關鍵的串流處理方法，並探索重要的模式，如lambda架構、串流聚合和事件重處理。這本書還深入探討了可用於事件建模和事件分析的方法和工具，以及擴展性、韌性和高級串流模式。
購買印刷版書籍可獲得Manning Publications提供的免費PDF、Kindle和ePub格式的電子書。
