Hongyu Zhu

According to our database, Hongyu Zhu authored at least 5 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

ROLLER: Fast and Efficient Tensor Compilation for Deep Learning.

Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

2020

Daydream: Accurately Estimating the Efficacy of Optimizations for DNN Training.

Hongyu Zhu, Amar Phanishayee, Gennady Pekhimenko

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

2018

TBD: Benchmarking and Analyzing Deep Neural Network Training.

Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko

CoRR, 2018

Benchmarking and Analyzing Deep Neural Network Training.

Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Anand Jayarajan, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

2017

Learning from Failure Across Multiple Clusters: A Trace-Driven Approach to Understanding, Predicting, and Mitigating Job Terminations.

Nosayba El-Sayed, Hongyu Zhu, Bianca Schroeder

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017