NDPage: Efficient Address Translation for Near-Data Processing Architectures via Tailored Page Table
DATE 2025. The 28th Design, Automation and Test in Europe Conference
M.S. Student in Computer Science and Technology
Buxin Tu
School of Computer Science and Technology, University of Science and Technology of China
Research Interests
- Memory Systems
- LLM for Arch
- Near-Data Processing
- LLM systems
About
Now I am an M.S. student in Computer Science at the University of Science and Technology of China (USTC), where I am advised by Prof. Hong An. My research has focused on computer architecture, including Hardware/Software co-design for HPC workloads and memory systems.
In particular, I have been working on near-data processing systems and address translation mechanisms, including address translation designs for NDP architectures and NDP-based co-designs for accelerating density functional theory workloads. Looking ahead, I am exploring LLM systems and LLM for computer architecture, including how LLM-based methods can support architecture research in practice.
Publications
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NDFT: Accelerating Density Functional Theory Calculations via Hardware/Software Co-Design on Near-Data Computing System
DAC 2025. The 62nd Design Automation Conference
* equal contribution.
Education & Experience
Education
M.S. in Computer Science and Technology
University of Science and Technology of China (USTC), Hefei, China
- Average grade: 82.3/100.
- Advisor: Prof. Hong An.
- First-Class Academic Scholarship.
B.E. in Software Engineering
University of Electronic Science and Technology of China (UESTC), Chengdu, China
- GPA: 3.81/4.0.
- Advisor: Prof. Liao Yong.
Experience
Software Development Intern
Hangzhou Alibaba Cloud, Shenlong HPC Department, Hangzhou, China
- Developed a high-performance cross-OS file system: HPCFS.