I use WebDriver with Chrome Driver 2.35 with Selenium.
I have a dual monitor setup in which I run my test cases. I do run my cases headlessly most of the times but
Even I have faced this Issue, the solution I found was i ran my solution from the second monitor (i.e) Dragged the Eclipse to the second monitor and then Ran the test.