Can you provide the full output of the cluster stats API? I suspect you have too many shards as your indices seem to use the default 5 shards and go back some time. Please read this blog post with guidelines about shards and sharding and try to reduce you shard count. This should allow you to query longer time periods without addressing too many shards.