Remove Data Analysis Tools Remove Java Remove Lambda Architecture
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20+ Data Engineering Projects for Beginners with Source Code

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This architecture shows that simulated sensor data is ingested from MQTT to Kafka. The data in Kafka is analyzed with Spark Streaming API, and the data is stored in a column store called HBase. Finally, the data is published and visualized on a Java-based custom Dashboard.