Yixin Bao
Publications by Year
Research Areas
Cloud Computing and Resource Management, IoT and Edge/Fog Computing, Stochastic Gradient Optimization Techniques, Advanced Neural Network Applications, Advanced Graph Neural Networks
Most-Cited Works
- → Optimus(2018)392 cited
- → A generic communication scheduler for distributed DNN training acceleration(2019)315 cited
- → Deep Learning-based Job Placement in Distributed Machine Learning Clusters(2019)140 cited
- → Online Job Scheduling in Distributed Machine Learning Clusters(2018)117 cited
- → DL2: A Deep Learning-Driven Scheduler for Deep Learning Clusters(2021)82 cited
- → Preemptive All-reduce Scheduling for Expediting Distributed DNN Training(2020)61 cited
- → Elastic parameter server load distribution in deep learning clusters(2020)32 cited
- → Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads(2022)28 cited
- → AutoHighlight : Automatic Highlights Detection and Segmentation in Soccer Matches(2018)14 cited