Siddharth (Sid) Jha

I am a third-year undergraduate studying Electrical Engineering and Computer Science at UC Berkeley.

My current research interests are in databases and machine learning systems, and I am lucky to be mentored by Xiaoxuan (Lily) Liu and Alvin Cheung. At Berkeley, I've been a teaching assistant for Databases and Computer Architecture. I've also worked at Pure Storage and YugabyteDB as a software engineer intern.

Email  /  Github

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Joint Optimization of Gradient Checkpointing and Tensor Parallelism for Model Training
Xiaoxuan Liu, Siddharth Jha, Alvin Cheung, Ion Stoica
In Submission, 2023
An Evaluation of Memory Optimization Methods for Training Neural Networks
Xiaoxuan Liu, Siddharth Jha, Alvin Cheung
arXiv, 2023
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
Databases Head Teaching Assistant (Fall 2023)
Databases Teaching Assistant (Fall 2022, Spring 2023)
Computer Architecture Teaching Assistant (Summer 2022)

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