Confluent Developer ft. Tim Berglund, Adi Polak & Viktor Gamov cover image

Building and Designing Events and Event Streams with Apache Kafka

Confluent Developer ft. Tim Berglund, Adi Polak & Viktor Gamov

00:00

Denormalization vs. Normalization in Data Systems

In the world of data systems, denormalization versus normalization is a classic battle. Normalized tables make for lousy events because you have to do a lot of joins. Document style databases that largely denormalize those are how we would like to have our events structured by and large. The same thing in event streams is much more challenging because you're dealing with time and you're also dealing with discrete streams of events that will arrive asynchronously.

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