QiaoLing Chen (陈巧玲)

Master in NUS Singapore E-mail: qiaoling_chen@u.nus.edu

About me

I am an incoming Ph.D student in S-Lab Lab at Nanyang Technological University, Singapore in Sep. 2024, doing research on distributed training and inference for large models.

Publications

[Preprint]

InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding

Qiaoling Chen, Diandian Gu, Guoteng Wang, Xun Chen, YingTong Xiong, Ting Huang, Qinghao Hu,Xin Jin, Yonggang Wen, Tianwei Zhang, Peng Sun

[IWQoS'24]

AMSP: Reducing Communication Overhead of ZeRO for Efficient LLM Training

Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang

[NSDI'24]

Characterization of Large Language Model Development in the Datacente

Qinghao Hu*, Zhisheng Ye*, Zerui Wang* ,Guoteng Wang, Meng Zhang,Qiaoling Chen ,Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang [To appear]

[OSDI'23]

Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters

Qinghao Hu, Zhisheng Ye*, Meng Zhang*, Qiaoling Chen*, Peng Sun, Yonggang Wen, Tianwei Zhang

Professional Services

[EuroSys'24] Shadow Committee Member

[OSDI'23] AE Committee Member

[ATC'23] AE Committee Member

Education

M.E., Enterprise Biz Analytics,National University of Singapore, 08.2022- 09.2023

• Main Courses: Advanced Mathematics 98, Linear Algebra 91, Probability and Mathematical Statistics 94, Data Structures 91, Intelligent Decision Making 95, Data Analysis and Visualisation 90, Big Data Management and Applications 97

• GPA：91.61/100 Rank：5 / 120