Thanks for the reply @Mark_Harwood
Yes I'll ask it in Kibana forum too. But this problem is happening on 'Discover' tab too. That's what led me think that it might be an elasticsearch issue too.
What do you think about shard failure problem showing up on 'Discover' tab?