Splitting a backup

Which is the best way to split a backup up – I have a huge image based site that seems to be falling over with the size – not sure how to get it to back up as its getting bigger – it was backing up smoothly until it became so big – any help would be appreciated

https://ww.wp.xz.cn/plugins/backwpup/