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Follow the steps mentioned in Kafka upgrade to reach the state where all brokers are running on the latest binaries with the respective inter.broker.protocol and log.message.format versions. Tiered storage requires the message format to be > 0.11.

To enable tiered storage subsytems, a rolling restart should be done by enabling "remote.log.storage.system.enable" on all brokers.

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