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Dataengineering has become an integral part of the modern tech landscape, driving advancements and efficiencies across industries. So let’s explore the world of open-source tools for dataengineers, shedding light on how these resources are shaping the future of data handling, processing, and visualization.
This architectural concept relies on event streaming as the core element of data delivery. In practical implementation, the Kappa architecture is commonly deployed using ApacheKafka or Kafka-based tools. Applications can directly read from and write to Kafka or an alternative message queue tool.
Technologies like ApacheKafka, often used in modern CDPs, use log-based approaches to stream customer events between systems in real-time. Here’s how a composable CDP might incorporate the modeling approaches we’ve discussed: Data Storage and Processing : This is your foundation.
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