A system to aid in cooling an in-line memory module may include a heat spreader including a channel to accommodate the in-line memory module, thermal interface material, and a liquid-cooler block including a heat-conducting cold plate and an internal liquid channel filled with circulating cooling liquid. Also disclosed are systems employing tubes to convey cooling fluid.