Data compression for thermal mitigation in the Hybrid Memory Cube

摘要

Main memory performance is becoming an increasingly important factor contributing to overall system performance, especially due to the so-called memory wall. The Hybrid Memory Cube (HMC) is an attempt to overcome this memory wall by stacking DRAM on top of a logic die and interconnecting them with dense and fast through silicon vias (TSVs). However, modeling the Hybrid Memory Cube in HotSpot has indicated that this cube has a natural temperature variation, with the hottest layers at the bottom and the cooler layers at the top. High temperatures and variations within a DRAM can result in reduced performance and efficiency, especially when dynamic thermal management (DTM) schemes are used to throttle DRAM bandwidth whenever temperature gets too high. Hence this paper attempts to reduce the maximum temperature and variation by using data compression, where the compression is performed in the on chip memory controller, and the compressed blocks are read/written using fewer bursts in the Hybrid Memory Cube, hence reducing power dissipation. The compressed blocks are stored only in the hotter banks of the cube to mitigate the thermal gradient in the cube. Maximum temperature was reduced by as much as 6 °C, and since the HMC spent lesser time throttling when DTM schemes were used, a maximum of 14.2% speed up was observed, at an average of 2.8%.