Joint Optimization of Gradient Checkpointing and Tensor Parallelism for Model Training
Xiaoxuan Liu,
Siddharth Jha,
Alvin Cheung,
Ion Stoica
In Submission, 2023
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An Evaluation of Memory Optimization Methods for Training Neural Networks
Xiaoxuan Liu,
Siddharth Jha,
Alvin Cheung
arXiv, 2023
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Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
Xiaoxuan Liu,
Shuxian Wang,
Mengzhu Sun,
Sicheng Pan,
Ge Li,
Siddharth Jha
Cong Yan,
Junwen Yang,
Shan Lu,
Alvin Cheung
VLDB, 2023
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Databases Head Teaching Assistant (Fall 2023)
Databases Teaching Assistant (Fall 2022, Spring 2023)
Computer Architecture Teaching Assistant (Summer 2022)
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