Yizheng Jiao

Ph.D from Computer Science Department at The University of UNC Chapel Hill

LLM Researcher of Applied Machine Learning Team at ByteDance

Email: jyizheng AT gmail.com

Research Interests

LLM Systems, Storage System, High Performance Computing and GPU Architecture

Publications

Conference:

[VLDB 2024]: Hao Wang, Jiaxin Ou, Ming Zhao, Sheng Qiu, Yizheng Jiao, Yi Wang, Qizhong Mao, Zhengyu Yang, Yang Liu, Jianyang Hu, Jingwei Zhang, Jinrui Liu, Jiaqiang Chen, Yong Sheng, Cao Lixun, Heng Zhang, Hongde Li, Ming Li, Yue Ma, Lei Zhang, Jian Liu, Guanghui Zhang, Fei Liu, Jianjun Chen. LavaStore: ByteDance’s Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services.

[EuroSys'2022]: Yizheng Jiao, Simon Bertron, Nirjhar Mukherjee, Rory Bennett, Michael A. Bender, Alex Conway, Martin Farach-Colton William Jan-nen, Rob Johnson, Donald E. Porter, and Jun Yuan. BetrFS: A Compleat File System for Commodity SSDs.

[PACT'2013]: Bin Wang, Bo Wu, Dong Li, Xipeng Shen, Weikuan Yu, Yizheng Jiao, Jeffrey S. Veter. Exploring Hybrid Memory for GPU Energy Efficiency through Software-Hardware Co-Design.

[SC'2013]: Xiaobing Li, Yandong Wang, Yizheng Jiao, Cong Xu, Weikuan Yu. Coomr: Cross-Task Coordination for Efficient Data Management in MapReduce Programs.

[MASCOTS'2013]: Bin Wang, Yizheng Jiao, Xipeng Shen, Dong Li, Weikuan Yu. A Versatile Performance and Energy Simulation Tool for GPU global memory.

Patent:

Journal:

[WBDB' 2013] Yandong Wang, Yizheng Jiao, Cong Xu, Xiaobing Li, Teng Wang, Xinyu Yue, Cristi Cira, Bin Wang, Zhuo Liu, Bliss Bailey, Weikuan Yu. Assessing the Performance Impact of High-Speed Interconnects on MapReduce.

Activities

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