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https://issues.apache.org/jira/browse/KAFKA-4084?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17030819#comment-17030819
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Jun Rao commented on KAFKA-4084:
--------------------------------

[~evanjpw]:
 # For this case, you do have to script up things yourself. Basically, you need 
to set up the per topic config for throttled replicas and then set the broker 
level throttling value.
 # We monitor the incoming/outgoing replication traffic (in-sync and 
out-of-sync) per broker. If that's higher than the throttling value, we 
throttle the out-of-sync replicas.
 # To solve this particular problem, another way is to change a bit how auto 
leader balancing works. For example, we can choose to only move the leaders to 
a broker when all replicas on it are in-sync.

> automated leader rebalance causes replication downtime for clusters with too 
> many partitions
> --------------------------------------------------------------------------------------------
>
>                 Key: KAFKA-4084
>                 URL: https://issues.apache.org/jira/browse/KAFKA-4084
>             Project: Kafka
>          Issue Type: Bug
>          Components: controller
>    Affects Versions: 0.8.2.2, 0.9.0.0, 0.9.0.1, 0.10.0.0, 0.10.0.1
>            Reporter: Tom Crayford
>            Priority: Major
>              Labels: reliability
>             Fix For: 1.1.0
>
>
> If you enable {{auto.leader.rebalance.enable}} (which is on by default), and 
> you have a cluster with many partitions, there is a severe amount of 
> replication downtime following a restart. This causes 
> `UnderReplicatedPartitions` to fire, and replication is paused.
> This is because the current automated leader rebalance mechanism changes 
> leaders for *all* imbalanced partitions at once, instead of doing it 
> gradually. This effectively stops all replica fetchers in the cluster 
> (assuming there are enough imbalanced partitions), and restarts them. This 
> can take minutes on busy clusters, during which no replication is happening 
> and user data is at risk. Clients with {{acks=-1}} also see issues at this 
> time, because replication is effectively stalled.
> To quote Todd Palino from the mailing list:
> bq. There is an admin CLI command to trigger the preferred replica election 
> manually. There is also a broker configuration “auto.leader.rebalance.enable” 
> which you can set to have the broker automatically perform the PLE when 
> needed. DO NOT USE THIS OPTION. There are serious performance issues when 
> doing so, especially on larger clusters. It needs some development work that 
> has not been fully identified yet.
> This setting is extremely useful for smaller clusters, but with high 
> partition counts causes the huge issues stated above.
> One potential fix could be adding a new configuration for the number of 
> partitions to do automated leader rebalancing for at once, and *stop* once 
> that number of leader rebalances are in flight, until they're done. There may 
> be better mechanisms, and I'd love to hear if anybody has any ideas.



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