Construction and optimization of heterogeneous memory system based on NUMA architecture
Xiaojuan Jing, Haixiang Li · 2022 7th International Conference on Intelligent Computing and Signal Processing (ICSP) · 2022
With the rapid development of computer software and hardware technology, dynamic random access memory (Dynamic Random Access Memory) is limited by the defects of process and energy consumption, and can no longer meet the requirements of non-uniform memory access (Non Uniform Memory Access, NUMA) systems. Requirements for memory capacity and power consumption. Although the emergence of a new type of non-volatile memory (NVM) can avoid this defect, its read and write is not balanced and cannot be directly used as system memory. This paper first sorts out the development status of heterogeneous memory, and then establishes three heterogeneous schemes, namely hierarchical architecture, parallel architecture and hybrid architecture, and optimizes the three schemes from the aspects of memory management, page migration and hardware level. DRAM and NVM are efficiently integrated and managed to meet the needs of the current rapid development of memory.