April 29, 2025

Building Real-Time Analytics Systems: From Events to Insights with Apache Kafka and Apache Pinot

16 minutes

The provided Book is primarily from the Book "Building Real-Time Analytics Systems: From Events to Insights with Apache Kafka and Apache Pinot", which guides readers through the concepts and practical implementation of such systems. The initial chapters lay the groundwork by defining real-time analytics, its benefits, and the necessary ecosystem of tools and technologies. Later sections introduce a case study involving a pizza delivery service to illustrate the building of various real-time analytics applications, including internal dashboards, tracking product changes using change data capture, and handling evolving data with upserts. The book also explores production considerations like data partitioning, replication, and deployment platforms, and concludes with real-world use case examples and a look at the future trends in the field.

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