A memory module assembly includes a heat-sink plate attached to one or more of the integrated circuits (e.g., memory devices) of a memory module PCBA by adhesive. The heat-sink plate includes an elongated base structure, a first contact plate extending away from the base structure such that a step-like positioning surface is defined therebetween, and heat-exchange fins extending from the opposite side of the base structure. An optional upper heat-sink plate is secured to a second side of the PCBA by a second adhesive layer, and contacts the lower heat-sink plate to facilitate heat transfer to the heat-exchange fins. The adhesive is either heat-activated or heat-cured. The adhesive is applied to either the memory devices or the heat-sink plates, and then compressed between the heat-sink plates and memory module using a fixture. The fixture is then passed through an oven to activate/cure the adhesive.