Stock-based compensation expense is a non-cash expense arising from the grant of stock awards to employees and is excluded from non-GAAP net income because management believes such expenses can vary significantly between periods as a result of the timing of grants of new stock-based awards, including grants to new employees resulting from acquisitions.