DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation

Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Tim Kwang-Ting Cheng, Chi-Ying Tsui

ISLPED 2025IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)First author

arXivPaper

DIRC-RAG overview

A high-density digital In-ReRAM computation architecture for edge RAG retrieval, combining robust MLC ReRAM storage with query-stationary similarity search.

Citation

Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Tim Kwang-Ting Cheng, and Chi-Ying Tsui. DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation. In 2025 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), pages 1-7. IEEE, 2025.