Everything was be related to ACPI (Advanced Configuration and Power Interface) in my case.
On my configuration ASUS N750J with kubuntu 13.x but I suspect on a lot of new laptop with some "smart" energy managers, the solution was to edit your GRUB entry and add the following parameter:
acpi=nolapic
GRUB is your boot screen, (default config, recovery config, etc). TO edit it, select the entry (or keep the default one) and press "e".
I have found various "solutions" some hacks like "pluggin/unplugging your power source 8 times and things like that. Most don't work and some only provide a temporary relief. The problem is at a very low level, some acpi tables get corrupted while dealing with the hardware. Somehow this parameter fixed my problem.