Sharded setup with 4 shards each having a replicaset with 2 servers and 1 arbiter.
Started initial sync for secondary. The sync finished in 2 hours or so but then hung forever.
The cause seems to be map reduce which was running on the primary. The same error happened twice but when I disabled map reduce on primary and then re-synced, it worked perfectly.