Kafka Streams assumes that all your data lives in a single Kafka cluster. As you scale to multiple data centers, or into a hybrid/multi-cloud environment, you are likely to encounter a much more complicated reality.
This talk presents several strategies for dealing with geo-replicated Kafka topics in Kafka Streams applications. You'll see that it's easy to get started, but there are trade-offs to consider with each approach.