1. 混合内存架构下数据放置研究综述.
- Author
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林炳辉, 张建勋, and 乔欣雨
- Abstract
The current research on hybrid memory systems based on DRAM and NVM is promising in the field of system architecture, especially the research on data placement in hybrid memory systems has become a research hotspot in domestic and foreign studies. This paper studied the data placement strategy in hybrid memory architecture. On the basis of introducing the common hybrid memory architectures, it comprehensively analyzed the design ideas of existing data placement strategies, mainly involving hardware/software mechanisms, memory access characteristics, static/dynamic analysis, machine intelligence, trigger modes, and granularity selection, and summarized the data placement optimization in hybrid memory in terms of performance, power consumption, and endurance. The comprehensive analysis reveals that existing data placement strategies in hybrid memory still have limitations in terms of memory architecture, data migration, computational cost, and global optimization. In the future, there is still a lot of research space and development prospects in improving architectural design and memory management. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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