How to solve Slow open Excel 2013 from Server?

Something that has helped me with this issue (Excel 2013) is to disable hardware graphics acceleration.

Open a blank excel file, go to File>Options. In the advanced area find the display section and check 'disable hardware graphics acceleration'.