Streaming Databases:Unifying Batch and Stream Processing

by: Hubert Dulay (Author),Ralph Matthias Debusmann(Author)

Publisher: O'Reilly Media

Edition: 1st

Publication Date: 2024/9/17

Language: English

Print Length: 257 pages

ISBN-10: 1098154835

ISBN-13: 9781098154837

Book Description

Real-time applications are becoming the norm today. But building a model that works properly requires real-time data from the source, in-flight stream processing, and low latency serving of its analytics. With this practical book, data engineers, data architects, and data analysts will lea how to use streaming databases to build real-time solutions. Authors Hubert Dulay and Ralph M. Debusmann take you through streaming database fundamentals, including how these databases reduce infrastructure for real-time solutions. You'll lea the difference between streaming databases, stream processing, and real-time online analytical processing (OLAP) databases. And you'll discover when to use push queries versus pull queries, and how to serve synchronous and asynchronous data emanating from streaming databases. This guide helps you:Explore stream processing and streaming databases Lea how to build a real-time solution with a streaming database Understand how to construct materialized views from any number of streams Lea how to serve synchronous and asynchronous data Get started building low-complexity streaming solutions with minimal setup

About the Author

Real-time applications are becoming the norm today. But building a model that works properly requires real-time data from the source, in-flight stream processing, and low latency serving of its analytics. With this practical book, data engineers, data architects, and data analysts will lea how to use streaming databases to build real-time solutions. Authors Hubert Dulay and Ralph M. Debusmann take you through streaming database fundamentals, including how these databases reduce infrastructure for real-time solutions. You'll lea the difference between streaming databases, stream processing, and real-time online analytical processing (OLAP) databases. And you'll discover when to use push queries versus pull queries, and how to serve synchronous and asynchronous data emanating from streaming databases. This guide helps you:Explore stream processing and streaming databases Lea how to build a real-time solution with a streaming database Understand how to construct materialized views from any number of streams Lea how to serve synchronous and asynchronous data Get started building low-complexity streaming solutions with minimal setup