We use Kafka, Kafka Connect, and Kafka Streams to enable our developers to access data freely in the company. Kafka Streams powers parts of our analytics pipeline and delivers endless options to …

Kafka Streams is an abstraction over producers and consumers that lets you ignore low-level details and focus on processing your Kafka data. Since it's declarative, processing code written in Kafka …

Jul 23, 2025 · Kafka Streams is a library for processing and analyzing data stored in Kafka. It expands on crucial stream processing ideas such as clearly separating event time from processing time, …

Jul 30, 2025 · Kafka Streams greatly simplifies the stream processing from topics. Built on top of Kafka client libraries, it provides data parallelism, distributed coordination, fault tolerance, and scalability.

Apr 9, 2025 · Learn how to build real-time data processing applications with Kafka Streams. This guide covers core concepts, Java & Python implementations, and step-by-step examples for building …

Jan 31, 2024 · Kafka Streams is a versatile library for building scalable, high-throughput, and fault-tolerant real-time stream processing applications. By following this guide, you’ve learned the basics …

Kafka Streams (or Streams API) is a stream-processing library written in Java. It was added in the Kafka 0.10.0.0 release. The library allows for the development of stateful stream-processing applications …

The Nuts and Bolts of Kafka Streams: An Architectural Deep Dive (’24 update) Matthias J. Sax Software Engineer | Apache Kafka Committer and PMC member Twitter/ @MatthiasJSax

Jan 7, 2025 · Kafka Streams gives you the ability to perform powerful data processing operations on Kafka data in real-time. Follow this detailed guide to understand how it works along with some …

In this course, Sophie Blee-Goldman (Apache Kafka® Committer) will get you started with Kafka Streams. Kafka Streams is a functional Java API for processing ...