The academic sessions don't have any "significance". Its just a way of demarcating the various semesters in a year according to the season.
What you need to care about is whether schools follow a trimester pattern (Fall/Winter, Spring and summer) or quarter system (fall, winter, spring and summer)
As an example, fall semester typically starts in Aug/Sep.
Hope that helps.