Finally, I got the solution for this issue. My all 2.0.36 clients backup are running fine without any issues now. The issue due to my urbackup server server_ident_ecdsa409k1.* got changed somehow.
Solution:
I have restored the files server_ident_ecdsa409k1.* from my old urbackup database backup.