Hi, Oussama
Of course, you can try it. But it will cost much efforts.
As we all know, from 3.x kernel, the linux community has done much modifies, and from 3.4 kernel, all device drivers must support devce-tree and most platform-dependent codes have been removed from kernel. On the same time, bootloader, for example u-boot has also done many modifies to accommodate these linux kernel upgrades, dtb file is necessary for uboot and linux kernel. kk4.4 is based on 3.0.35 and doesn't support these new features. So, you will cost many efforts to port it from 3.0.35 to 3.10.17.