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HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework.

X. Miao, H. Zhang, Y. Shi, X. Nie, Z. Yang, Y. Tao, and B. Cui. Proc. VLDB Endow., 15 (2): 312-320 (2021)

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Xiaonan Guo

Xiaonan Du

Yaru Nie

Xiaohan Nie

Heinz Nie

Other publications of authors with the same name

HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework.X. Miao, H. Zhang, Y. Shi, X. Nie, Z. Yang, Y. Tao, and B. Cui. Proc. VLDB Endow., 15 (2): 312-320 (2021)Improving Automatic Parallel Training via Balanced Memory Workload Optimization.Y. Wang, Y. Jiang, X. Miao, F. Fu, X. Nie, and B. Cui. CoRR, (2023)HetuMoE: An Efficient Trillion-scale Mixture-of-Expert Distributed Training System.X. Nie, P. Zhao, X. Miao, T. Zhao, and B. Cui. CoRR, (2022)Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism.X. Miao, Y. Wang, Y. Jiang, C. Shi, X. Nie, H. Zhang, and B. Cui. Proc. VLDB Endow., 16 (3): 470-479 (2022)TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting.X. Nie, X. Miao, Z. Yang, and B. Cui. ICDE, page 2615-2628. IEEE, (2022)HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training.X. Miao, Y. Shi, H. Zhang, X. Zhang, X. Nie, Z. Yang, and B. Cui. SIGMOD Conference, page 470-480. ACM, (2022)Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent.X. Nie, Y. Liu, F. Fu, J. Xue, D. Jiao, X. Miao, Y. Tao, and B. Cui. Proc. VLDB Endow., 16 (12): 3781-3794 (2023)Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce.X. Miao, X. Nie, Y. Shao, Z. Yang, J. Jiang, L. Ma, and B. Cui. SIGMOD Conference, page 2262-2270. ACM, (2021)Hetu: a highly efficient automatic parallel distributed deep learning system.X. Miao, X. Nie, H. Zhang, T. Zhao, and B. Cui. Sci. China Inf. Sci., (January 2023)OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning.Y. Jiang, X. Miao, X. Nie, and B. Cui. CoRR, (2022)

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Disambiguation of "Nie, Xiaonan"

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HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework.

Please choose a person to relate this publication to

Xiaonan Guo

Xiaonan Du

Yaru Nie

Xiaohan Nie

Heinz Nie

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Nie, Xiaonan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework.

Please choose a person to relate this publication to

Xiaonan Guo

Xiaonan Du

Yaru Nie

Xiaohan Nie

Heinz Nie

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework.