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Top Trends for Data Streaming with Apache Kafka and Flink in 2025

Kai Waehner
19 min read5 days ago

The evolution of data streaming has transformed modern business infrastructure, establishing real-time data processing as a critical asset across industries. At the forefront of this transformation, Apache Kafka and Apache Flinkstand out as leading open-source frameworks that serve as the foundation for cloud services, enabling organizations to unlock the potential of real-time data. Over recent years, trends have shifted from batch-based data processing to real-time analytics, scalable cloud-native architectures, and improved data governance powered by these technologies. Looking ahead to 2025, the data streaming ecosystem is set to undergo even greater changes. Here are the top trends shaping the future of data streaming for businesses.

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The Top Data Streaming Trends

Some followers might notice that this became a series with articles about the top 5 data streaming trends for 2021, the top 5 for 2022, the top 5 for 2023, and the top 5 for 2024. Trends change over time, but the huge value of having a scalable real-time…

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Kai Waehner
Kai Waehner

Written by Kai Waehner

Technology Evangelist — www.kai-waehner.de → Big Data Analytics, Data Streaming, Apache Kafka, Middleware, Microservices => linkedin.com/in/kaiwaehner

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