There can be numerous explanations such as your configuration (cache warm 
queries, merge factor, replication events etc) but also I/O having trouble 
flushing everything to disk. It could also be a memory problem, the OS might 
start swapping if you allocate too much RAM to the JVM leaving little for the 
OS to work with.

You need to provide more details.

> After replicating an index of around 20g my slaves experience very high
> load (50+!!)
> 
> Is there anything I can do to alleviate this problem?  Would solr cloud
> be of any help?
> 
> thanks

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