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Streaming Data Mesh - A Model for Optimizing Real-Time Data Services (Paperback)
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Streaming Data Mesh - A Model for Optimizing Real-Time Data Services (Paperback)
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Data lakes and warehouses have become increasingly fragile, costly,
and difficult to maintain as data gets bigger and moves faster.
Data meshes can help your organization decentralize data, giving
ownership back to the engineers who produced it. This book provides
a concise yet comprehensive overview of data mesh patterns for
streaming and real-time data services. Authors Hubert Dulay and
Stephen Mooney examine the vast differences between streaming and
batch data meshes. Data engineers, architects, data product owners,
and those in DevOps and MLOps roles will learn steps for
implementing a streaming data mesh, from defining a data domain to
building a good data product. Through the course of the book,
you'll create a complete self-service data platform and devise a
data governance system that enables your mesh to work seamlessly.
With this book, you will: Design a streaming data mesh using Kafka
Learn how to identify a domain Build your first data product using
self-service tools Apply data governance to the data products you
create Learn the differences between synchronous and asynchronous
data services Implement self-services that support decentralized
data
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