Petrel: Heterogeneity-aware Distributed Deep Learning via Hybrid Synchronization

Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Guo Minyi, Kun Wang

Research output: Journal article publication › Journal article › Academic research › peer-review

Original language	English
Pages (from-to)	1030 - 1043
Journal	IEEE Transactions on Parallel and Distributed Systems
Volume	32
Issue number	5
Publication status	Published - May 2021

Cite this

@article{60ab5d20fadd43e69d79d757fb0aa39b,

title = "Petrel: Heterogeneity-aware Distributed Deep Learning via Hybrid Synchronization",

author = "Qihua Zhou and Song Guo and Zhihao Qu and Peng Li and Li Li and Guo Minyi and Kun Wang",

year = "2021",

month = may,

language = "English",

volume = "32",

pages = "1030 -- 1043",

journal = "IEEE Transactions on Parallel and Distributed Systems",

issn = "1045-9219",

publisher = "IEEE Computer Society",

number = "5",

}

TY - JOUR

T1 - Petrel: Heterogeneity-aware Distributed Deep Learning via Hybrid Synchronization

AU - Zhou, Qihua

AU - Guo, Song

AU - Qu, Zhihao

AU - Li, Peng

AU - Li, Li

AU - Minyi, Guo

AU - Wang, Kun

PY - 2021/5

Y1 - 2021/5

M3 - Journal article

SN - 1045-9219

VL - 32

SP - 1030

EP - 1043

JO - IEEE Transactions on Parallel and Distributed Systems

JF - IEEE Transactions on Parallel and Distributed Systems

IS - 5

ER -