Concepedia

Yanghua Peng

YP

16

Publications

1.4K

Citations

15

H-Index

2017

Active since

Affiliations

University of Hong Kong(Current)

Alibaba Group (China)

University of Calgary

Yanghua Peng is an author at University of Hong Kong specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceDeep LearningMachine LearningComputer EngineeringCluster ComputingData ScienceEdge ComputingParallel ComputingComputer Architecture

Publications per year

2017–2024

16

Publications

16

Optimus

Yanghua Peng, Yixin Bao, Yangrui Chen et al. · 2018 · 387 citations

Job Scheduler, Cluster Computing, Engineering +14

A generic communication scheduler for distributed DNN training acceleration

Yanghua Peng, Yibo Zhu, Yangrui Chen et al. · 2019 · 311 citations

Bytescheduler Work, Engineering, Hardware Acceleration +12

Deep Learning-based Job Placement in Distributed Machine Learning Clusters

Yixin Bao, Yanghua Peng, Chuan Wu · 2019 · 138 citations

Artificial Intelligence, Cluster Computing, Engineering +17

Online Job Scheduling in Distributed Machine Learning Clusters

Yixin Bao, Yanghua Peng, Chuan Wu et al. · 2018 · 117 citations

Cluster Computing, Engineering, Machine Learning +18

DL2: A Deep Learning-Driven Scheduler for Deep Learning Clusters

Yanghua Peng, Yixin Bao, Yangrui Chen et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 78 citations

Artificial Intelligence, Cluster Computing, Job Scheduler +14

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