I have two Kafka streams applications running on two different nodes. Brokers are 5. Replication factor of topics and changelog topics is 2. Now I want to increase or decrease replication factor for internal topics. Would this affect my running Kafka Streams? Do I have to restart applications for the change to take place or do I have to change application ids for streams? If yes, is there any strong reason for that?
Same is question for changing standy by replicas of stores (e.g NUM_STANDBY_REPLICAS_CONFIG)?
Thank you.