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Channel: Stream Processing Archives - Kai Waehner
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Streaming Machine Learning with Kafka-native Model Deployment

Apache Kafka became the de facto standard for event streaming across the globe and industries. Machine Learning (ML) includes model training on historical data and model deployment for scoring and...

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Kafka for Cybersecurity (Part 3 of 6) – Cyber Threat Intelligence

Apache Kafka became the de facto standard for processing data in motion across enterprises and industries. Cybersecurity is a key success factor across all use cases. Kafka is not just used as a...

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When to Use Reverse ETL and when it is an Anti-Pattern

Most enterprises store their massive volumes of transactional and analytics data at rest in data warehouses or data lakes. Sales, marketing, and customer success teams require access to these data...

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Is Apache Kafka an iPaaS or is Event Streaming its own Software Category?

Enterprise integration is more challenging than ever before. The IT evolution requires the integration of more and more technologies. Applications are deployed across the edge, hybrid, and multi-cloud...

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Real Time Analytics with Apache Kafka in the Healthcare Industry

IT modernization and innovative new technologies change the healthcare industry significantly. This blog series explores how data streaming with Apache Kafka enables real-time data processing and...

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The Data Streaming Landscape 2023

Data streaming is a new software category to process data in motion. Apache Kafka is the de facto standard used by over 100,000 organizations. Plenty of vendors offer Kafka platforms and cloud...

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Apache Kafka (including Kafka Streams) + Apache Flink = Match Made in Heaven

Apache Kafka and Apache Flink are increasingly joining forces to build innovative real-time stream processing applications. This blog post explores the benefits of combining both open-source...

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Data Streaming is not a Race, it is a Journey!

Data Streaming is not a race, it is a Journey! Event-driven architectures and technologies like Apache Kafka or Apache Flink require a mind shift in architecting, developing, deploying, and monitoring...

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Quix Streams – Stream Processing with Kafka and Python

Over 100,000 organizations use Apache Kafka for data streaming. However, there is a problem: The broad ecosystem lacks a mature client framework and managed cloud service for Python data engineers....

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