This may help:
http://kafka.apache.org/documentation.html#basic_ops_increase_replication_factor

On Thu, Jun 11, 2015 at 11:20:05AM +0800, Shady Xu wrote:
> Right now, Kafka topics do not support changing replication factor or
> partition number after creation. The  kafka-reassign-partitions.sh tool can
> only reassign existent partitions.
> 
> 2015-06-11 9:31 GMT+08:00 Gwen Shapira <gshap...@cloudera.com>:
> 
> > What do the logs show?
> >
> > On Wed, Jun 10, 2015 at 5:07 PM, Dillian Murphey
> > <crackshotm...@gmail.com> wrote:
> > > Ran this:
> > >
> > > $KAFKA_HOME/bin/kafka-reassign-partitions.sh
> > >
> > > But Kafka did not actually do the replication. Topic description shows
> > the
> > > right numbers, but it just didn't replicate.
> > >
> > > What's wrong, and how do I trigger the replication to occur??
> > >
> > > I'm running 0.8.2.0
> > >
> > > thanks
> >

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