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Flink CEP - When and how to use it
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  • 16 minute read

Complex Event Processing (CEP) with Apache Flink: What It Is and When (Not) to Use It

Complex Event Processing is the most underused capability in Apache Flink. It detects meaningful event sequences in real time, fires only when a pattern is confirmed, and even catches events that never arrive. This guide covers what Flink CEP is, when to reach for it instead of stream processing, how to implement it, and what happened to the legacy CEP market.
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dbt Meets Open Source Apache Flink Plugin - One Data Engineering SQL Tool for ETL Integration in Batch and Streaming
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  • 7 minute read

dbt Meets Apache Flink: One Workflow for Data Engineers on Snowflake, BigQuery, Databricks, and Confluent

Two toolchains, two skill sets, two CI/CD pipelines — that has been the reality for data engineers working across batch and streaming. dbt extending to Apache Flink changes that equation. One workflow, one tool, one engineering team for both worlds.
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