The invention provides a thermal-emitting memory module, a thermal-emitting module socket, and a computer system comprising the thermal-emitting memory module and the thermal-emitting module socket. An embodiment of the thermal-emitting module includes: a module substrate having electrically-conductive traces; and a semiconductor device disposed on the module substrate and coupled to the electrically-conductive traces, the module substrate including a thermal-emitting portion disposed in proximity of the semiconductor device without directly contacting the semiconductor device.