1 code implementation • 13 Sep 2019 • Yanghua Peng, Yixin Bao, Yangrui Chen, Chuan Wu, Chen Meng, Wei. Lin
DL2 is a DL-driven scheduler for DL clusters, targeting global training job expedition by dynamically resizing resources allocated to jobs.
no code implementations • 12 Jun 2018 • Xiaoteng Zhang, Yixin Bao, Feiyun Zhang, Kai Hu, Yicheng Wang, Liang Zhu, Qinzhu He, Yining Lin, Jie Shao, Yao Peng
We also propose new non-local-based models for further improvement on the recognition accuracy.
no code implementations • 3 Jan 2018 • Yixin Bao, Yanghua Peng, Chuan Wu, Zongpeng Li
In a shared cluster handling multiple training jobs, a fundamental issue is how to efficiently schedule jobs and set the number of concurrent workers to run for each job, such that server resources are maximally utilized and model training can be completed in time.
Distributed, Parallel, and Cluster Computing
1 code implementation • 26 Apr 2016 • Yixin Bao, Xiaoke Wang, Zhi Wang, Chuan Wu, Francis C. M. Lau
Nevertheless, the existing studies mostly investigate the problem on a one-off basis, assuming fixed known influence probabilities among users, or the knowledge of the exact social network topology.