Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale, 2nd Edition (Final)КНИГИ » ПРОГРАММИНГ
Название: Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale, 2nd Edition (Final) Автор: Gwen Shapira, Todd Palino, Rajini Sivaram Издательство: O’Reilly Media, Inc. Год: 2022 Страниц: 425 Язык: английский Формат: epub Размер: 10.1 MB
Every enterprise application creates data, whether it consists of log messages, metrics, user activity, outgoing messages, or something else. Moving all of this data is just as important as the data itself. This book's updated second edition shows application architects, developers, and production engineers new to the Kafka open source streaming platform how to handle real-time data feeds. Additional chapters cover Kafka's AdminClient API, new security features, and tooling changes. Engineers from Confluent and LinkedIn responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream processing applications with this platform.
Through detailed examples, you'll learn Kafka's design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the controller, and the storage layer. You'll examine: How publish-subscribe messaging fits in the big data ecosystem Kafka producers and consumers for writing and reading messages Patterns and use-case requirements to ensure reliable data delivery Best practices for building data pipelines and applications with Kafka How to perform monitoring, tuning, and maintenance tasks with Kafka in production The most critical metrics among Kafka's operational measurements Kafka's delivery capabilities for stream processing systems.
Even as Kafka expands to new environments and use cases, writing applications that use Kafka well and deploy it confidently in production requires acclimating to Kafka’s unique way of thinking. This book covers everything developers and SREs need to use Kafka to its full potential, from the most basic APIs and configuration to the latest and most cutting-edge capabilities. It covers not just what you can do with Kafka and how to do it, but also what not to do and antipatterns to avoid. This book can be a trusted guide to the world of Kafka for both new users and experienced practitioners.
Who Should Read This Book: Kafka: The Definitive Guide was written for software engineers who develop applications that use Kafka’s APIs, and for production engineers (also called SREs, DevOps, or sysadmins) who install, configure, tune, and monitor Kafka in production. We also wrote the book with data architects and data engineers in mind—those responsible for designing and building an organization’s entire data infrastructure. Some of the chapters, especially Chapters 3, 4, and 14, are geared toward Java developers. Those chapters assume that the reader is familiar with the basics of the Java programming language, including topics such as exception handling and concurrency. Other chapters, especially Chapters 2, 10, 12, and 13, assume the reader has some experience running Linux and some familiarity with storage and network configuration in Linux. The rest of the book discusses Kafka and software architectures in more general terms and does not assume special knowledge.
Another category of people who may find this book interesting are the managers and architects who don’t work directly with Kafka but work with the people who do. It is just as important that they understand the guarantees that Kafka provides and the trade-offs that their employees and coworkers will need to make while building Kafka-based systems. The book can provide ammunition to managers who would like to get their staff trained in Apache Kafka or ensure that their teams know what they need to know.
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Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale, 2nd Edition (Final) 
Название: Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale, 2nd Edition (Final)
