Zhengda Bian

According to our database, Zhengda Bian authored at least 8 papers between 2020 and 2023.

Collaborative distances:

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

2023

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training.

Shenggui Li, Hongxin Liu, Zhengda Bian, Jiarui Fang, Haichen Huang, Yuliang Liu, Boxiang Wang, Yang You

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

A Frequency-aware Software Cache for Large Recommendation System Embeddings.

Jiarui Fang, Geng Zhang, Jiatong Han, Shenggui Li, Zhengda Bian, Yongbin Li, Jin Liu, Yang You

CoRR, 2022

Tesseract: Parallelize the Tensor Parallelism Efficiently.

Boxiang Wang, Qifan Xu, Zhengda Bian, Yang You

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training.

Zhengda Bian, Hongxin Liu, Boxiang Wang, Haichen Huang, Yongbin Li, Chuanrui Wang, Fan Cui, Yang You

CoRR, 2021

2.5-dimensional distributed model training.

Boxiang Wang, Qifan Xu, Zhengda Bian, Yang You

CoRR, 2021

Maximizing Parallelism in Distributed Training for Huge Neural Networks.

Zhengda Bian, Qifan Xu, Boxiang Wang, Yang You

CoRR, 2021

Online evolutionary batch size orchestration for scheduling deep learning workloads in GPU clusters.

Zhengda Bian, Shenggui Li, Wei Wang, Yang You

Proceedings of the International Conference for High Performance Computing, 2021

2020

Application-Oblivious L7 Parsing Using Recurrent Neural Networks.

Hao Li, Zhengda Bian, Peng Zhang, Zhun Sun, Chengchen Hu, Qiang Fu, Tian Pan, Jia Lv

IEEE/ACM Trans. Netw., 2020