Put it simply - bitrate.
For example, if the combined bitrate of video and sound is 500kbit/sec for example, then a one minute video at that bitrate would be about 3.7MB (don't forget the difference between kilobytes and kilobits - there are 8 bits to a byte)
If I've done my maths right, then you want to look at a bitrate of approximately 3,600kbit/s for 1.1 Gigabytes for 44 minutes.
Let us know how you get on, I'd be interested to know if I'm right