Why does standing water collect along the bottom edge of my roof?
As Jimmy said, apparently the area in question effectively has no pitch. It's a low spot possibly due to poor workmanship on the drip edge. Some roofers install it incorrectly, creating a "ski jump" at the eave. 

As you have a glass roof, I'm really not sure what your situation is. A photo would help us offer more specific advice.