I was able to setup a kibana 5.1 (with x-pack) cluster with HA. (having several kibana nodes with haproxy setup). I was able to get the cluster running but when I try to log in, it logged me in but in the next request, it will show session timeout and asked me to log in again. I guess it is because the 2nd request hit another node hence it is not logged in. My question is how to config the auth under this scenario? Thanks!
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(Moving to an answer since the OP liked it...)
Make your haproxy use sticky sessions.