Zhongyi Lin

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

E. K. Ardestani, John Douglas Owens, A. Kejariwal, 2022, 2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC).

Mystique: Accurate and Scalable Production AI Benchmarks Generation

Srinivas Sridharan, Christina Delimitrou, Mingyu Liang, 2023, ArXiv.

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

John D. Owens, Arun Kejariwal, Ehsan K. Ardestani, 2022, IEEE International Symposium on Performance Analysis of Systems and Software.

Mystique: Enabling Accurate and Scalable Generation of Production AI Benchmarks

Srinivas Sridharan, Christina Delimitrou, Shengbao Zheng, 2022, ISCA.

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

E. K. Ardestani, John Douglas Owens, A. Kejariwal, 2022, 2022 IEEE 29th International Conference on High Performance Computing, Data, and Analytics (HiPC).

Accelerating DNN Inference with GraphBLAS and the GPU

John D. Owens, Carl Yang, Zhongyi Lin, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Changkyu Kim, Zhongyi Lin, Louis Feng, 2022, 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS).