Cloudera's Data-in-Motion Philosophy outlines a blueprint for enterprise-wide streaming architectures by integrating three key components: flow management (via Apache NiFi), streams messaging (Apache Kafka), and stream processing/analytics (Apache Flink). This triad ensures scalable, real-time data handling across edge, cloud, and hybrid environments. Real-world use cases, like a medical device manufacturer, demonstrate the shift from batch to real-time processing. Cloudera DataFlow and Shared Data Experience (SDX) simplify orchestration, governance, and security. The approach supports diverse data sources, enables business-driven workflows, and empowers organizations to derive insights from data in motion—not just data at rest.

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