There was a filtered Edge synchronization port(TCP/50636) that's why Edge Synchronization was not working. After opening the Edge Synchronization port, we had tried force sync but still, exchange server information was not replication with the Edge server.
Then we recreated Edge subscription and this issue has been resolved.