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Real-Time ETL

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Open-source streaming framework
Change Data Capture accelerates business insight and lightens the load on the database. This is especially true if data is being pulled from the write-ahead log vs. query-based methods.
Implementing it in real-time has historically been substantial work or substantial cost. Typically requiring Debezium/Kafka/ZooKeeper and expertise to manage these tools at scale. Or it would require using an expensive 3pd vendor.
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