Learned Best-Effort LLM Serving
Siddharth Jha,
Coleman Hooper,
Xiaoxuan Liu,
Sehoon Kim,
Kurt Keutzer
arXiv, 2024
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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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