Hi Eng,
I just tested this in my system the file only deleting from the directory but not archiving the file when we select the Process empty file parameter to Create no message.
@Raghu if the above option did not archive the message you can put XPath condition in receiver determination if the FileSize equal to zero then send the file to archive folder.
Regards,
Praveen.