2 papers
cs.DC2025
UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogenous NPU-PIM
Hai Huang
Large Language Models (LLMs) are increasingly deployed on edge devices with Neural Processing Units (NPUs), yet the decode phase remains memory-intensive, limiting performance. Pro…
cs.AR2025
PDA-LSTM: Knowledge-driven page data arrangement based on LSTM for LCM supression in QLC 3D NAND flash memories
Qianhui Li, Weiya Wang, Qianqi Zhao +7
Quarter level cell (QLC) 3D NAND flash memory is emerging as the predominant storage solution in the era of artificial intelligence. QLC 3D NAND flash stores 4 bit per cell to expa…