Shuyi Pei

According to our database, Shuyi Pei authored at least 18 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving.

Zhongkai Yu, Haotian Ye, Chenyang Zhou, Ohm Rishabh Venkatachalam, Zaifeng Pan, Zhengding Hu, Junsung Kim, Won Woo Ro, Po-An Tsai, Shuyi Pei, Yangwook Kang, Yufei Ding

CoRR, April, 2026

COMETS: Cost-effective Multi-node Efficient Training System with Memory Pooling and Sharing.

Hanqiu Chen, Shao-Peng Yang, Mohammadreza Soltaniyeh, Shuyi Pei, Andrew Chang, Bryan S. Kim, Cong Hao

Proceedings of the 40th ACM International Conference on Supercomputing, 2026

Preparation Meets Opportunity: Enhancing Data Preprocessing for ML Training With Seneca.

Omkar Desai, Ziyang Jiao, Shuyi Pei, Janki Bhimani, Bryan S. Kim

Proceedings of the 24th USENIX Conference on File and Storage Technologies, 2026

Cost-Efficient Training and Checkpointing for Large Models on Preemptible Cloud VMs.

Omkar Desai, Shuyi Pei, Janki Bhimani, Bryan S. Kim

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

Efficient Mixture-of-Agents Serving via Tree-Structured Routing, Adaptive Pruning, and Dependency-Aware Prefill-Decode Overlap.

Zijun Wang, Yijiahao Qi, Hanqiu Chen, Zishen Wan, Gongjin Sun, Dongyang Li, Shuyi Pei, Cong Hao

CoRR, December, 2025

Orders in Chaos: Enhancing Large-Scale MoE LLM Serving with Data Movement Forecasting.

Zhongkai Yu, Yue Guan, Zihao Yu, Chenyang Zhou, Shuyi Pei, Yangwook Kang, Yufei Ding, Po-An Tsai

CoRR, October, 2025

Performance Characterizations and Usage Guidelines of Samsung CXL Memory Module Hybrid Prototype.

Jianping Zeng, Shuyi Pei, Da Zhang, Yuchen Zhou, Amir Beygi, Xuebin Yao, Ramdas Kachare, Tong Zhang, Zongwang Li, Marie Nguyen, Rekha Pitchumani, Yang Soek Ki, Changhee Jung

CoRR, March, 2025

Storage Abstractions for SSDs: The Past, Present, and Future.

Xiangqun Zhang, Janki Bhimani, Shuyi Pei, Eunji Lee, Sungjin Lee, Yoon Jae Seong, Eui Jin Kim, Changho Choi, Eyee Hyun Nam, Jongmoo Choi, Bryan S. Kim

ACM Trans. Storage, February, 2025

An Optimization Model of Coupled Medical Material Dispatching Inside and Outside Epidemic Areas Considering Comprehensive Satisfaction.

Jun Yang, Xiaofei Ye, Shuyi Pei, Xingchen Yan, Tao Wang, Jun Cheng, Pengjun Zheng, Rongjun Cheng

Syst., 2025

Charging Decision Optimization Strategy for Shared Autonomous Electric Vehicles Considering Multi-Objective Conflicts: An Integrated Solution Process Combining Multi-Agent Simulation Model and Genetic Algorithm.

Shasha Guo, Xiaofei Ye, Shuyi Pei, Xingchen Yan, Tao Wang, Jun Cheng, Rongjun Cheng

Syst., 2025

Performance Characterizations and Usage Guidelines of Samsung CMM-H.

Jianping Zeng, Shuyi Pei, Da Zhang, Yuchen Zhou, Amir Beygi, Xuebin Yao, Ramdas Kachare, Tong Zhang, Zongwang Li, Marie Nguyen, Rekha Pitchumani, Yang Soek Ki, Changhee Jung

IEEE Micro, 2025

2023

Excessive SSD-Internal Parallelism Considered Harmful.

Xiangqun Zhang, Shuyi Pei, Jongmoo Choi, Bryan S. Kim

Proceedings of the 15th ACM/USENIX Workshop on Hot Topics in Storage and File Systems, 2023

2021

Edges: Evenly Distributing Garbage-Collections for Enterprise SSDs via Stochastic Optimization.

Shuyi Pei, Jing Yang, Bin Li

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

2020

A Bus Authentication and Anti-Probing Architecture Extending Hardware Trusted Computing Base Off CPU Chips and Beyond.

Zhenyu Xu, Thomas Mauldin, Zheyi Yao, Shuyi Pei, Tao Wei, Qing Yang

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

2019

WARCIP: write amplification reduction by clustering I/O pages.

Jing Yang, Shuyi Pei, Qing Yang

Proceedings of the 12th ACM International Conference on Systems and Storage, 2019

Thermo-GC: Reducing Write Amplification by Tagging Migrated Pages during Garbage Collection.

Jing Yang, Shuyi Pei

Proceedings of the 2019 IEEE International Conference on Networking, 2019

2018

REGISTOR: A Platform for Unstructured Data Processing Inside SSD Storage.

Shuyi Pei, Jing Yang, Qing Yang

Proceedings of the 11th ACM International Systems and Storage Conference, 2018

2017

Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities.

Bo Tang, Zhen Chen, Gerald Hefferman, Shuyi Pei, Tao Wei, Haibo He, Qing Yang

IEEE Trans. Ind. Informatics, 2017