We have MongoDB 3.2 and are adding replica set members. During initial sync the connection was interupted for ~20 minutes and upon the connection being reestablished there was an error that the data was too old to catch up. The oplog size is set to the upper limit.

Can you confirm that oplog is used for initial sync? Are connectivity errors during initial synch not recoverable?