Upvote:3
If it fits, there's a little area next to your seat/by your feet in front. There's a lot of space.
Worst case, they'll likely offer to fetch it for you if you need it during flight. It's less about the weight and more the size.
Source: Flew Emirates business on two legs last year and in first once this year, kept bag by feet.