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Exploring Dynamic Sink Routing in Apache Flink via DemultiplexingSink
apache flink streaming open-source

Exploring Dynamic Sink Routing in Apache Flink via DemultiplexingSink

Last year, I wrote a blog post discussing ideas on how to support use-cases in Apache Flink that required dynamically resolving (and potentially creating) sinks at runtime based on the incoming data. While this solution was fairly practical, it was written against older APIs as opposed leveraging the new Unified

  • Rion Williams
Rion Williams Nov 5, 2025 • 5 min read
Incremental Optimization in Apache Flink ... with AI
apache flink ai streaming

Incremental Optimization in Apache Flink ... with AI

While performance always matters, streaming pipelines are where it can matter a lot. Concepts like Big O notation that you may have repressed from your days learning computer science can come back to bite you if neglected (I’m looking at you, quadruply nested loops). Often, the most minimal of

  • Rion Williams
Rion Williams Oct 24, 2025 • 10 min read
Dynamic Sink Routing in Apache Flink
apache flink streaming kotlin

Dynamic Sink Routing in Apache Flink

Apache Flink makes it incredibly seamless to take your streaming data and throw it exactly where you want it to go. It supports tons of different sources and sinks out of the box to easily plug and play to your ETL'ing hearts desire. But what happens when you

  • Rion Williams
Rion Williams Mar 1, 2024 • 3 min read
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