A couple of thoughts here:
How are you running it manually? Is it through designer or any other client? What credentials are being used here?
Is very little information to figure out , have you confirmed that this is indeed linked to the time of execution of the complex task?
You can check the security logs is enabled to get some hint about where the request is originating from.
-NP
#webMethods