Yangrui Chen
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Optimus: an efficient dynamic resource scheduler for deep learning clusters
Y Peng, Y Bao, Y Chen, C Wu, C Guo
Proceedings of the Thirteenth EuroSys Conference, 1-14, 2018
A generic communication scheduler for distributed DNN training acceleration
Y Peng, Y Zhu, Y Chen, Y Bao, B Yi, C Lan, C Wu, C Guo
Proceedings of the 27th ACM Symposium on Operating Systems Principles, 16-29, 2019
Dl2: A deep learning-driven scheduler for deep learning clusters
Y Peng, Y Bao, Y Chen, C Wu, C Meng, W Lin
IEEE Transactions on Parallel and Distributed Systems 32 (8), 1947-1960, 2021
Preemptive all-reduce scheduling for expediting distributed DNN training
Y Bao, Y Peng, Y Chen, C Wu
IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 626-635, 2020
{BGL}:{GPU-Efficient}{GNN} training by optimizing graph data {I/O} and preprocessing
T Liu, Y Chen, D Li, C Wu, Y Zhu, J He, Y Peng, H Chen, H Chen, C Guo
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023
Elastic parameter server load distribution in deep learning clusters
Y Chen, Y Peng, Y Bao, C Wu, Y Zhu, C Guo
Proceedings of the 11th ACM Symposium on Cloud Computing, 507-521, 2020
Sapipe: Staleness-aware pipeline for data parallel dnn training
Y Chen, C Xie, M Ma, J Gu, Y Peng, H Lin, C Wu, Y Zhu
Advances in Neural Information Processing Systems 35, 17981-17993, 2022
SP-GNN: Learning structure and position information from graphs
Y Chen, J You, J He, Y Lin, Y Peng, C Wu, Y Zhu
Neural Networks 161, 505-514, 2023
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