I don't have an answer but I would recommend providing details around your system! RAM, OS, Tableau version, etc. If this is a scheduling issue then how many workbooks are being executed at the same time? Do they all have the same priority?
Details folks, details!
Tableau professional Edition 7.0
Yes all the workbooks have the same priority of 50
RAM = 8 GB
OS = 64 Bit