Release 0.7 is incompatible with newer releases. Most important changes were made to the API and ZooKeeper to add replication.The update from 0.7 to later versions requires a special tool for relocation. This relocation can be done without downtime.
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0.8.1 is fully compatible with 0.8. The next version can be done one broker at a time by simply bringing it down, updating the code, and restarting it.
The updated version of Kafka i.e. 0.9.0.0 has got a lot of positive changes.
Advantageous changes in 0.9.0.0
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