DLTAP: A Network-efficient Scheduling Method for Distributed Deep Learning Workload in Containerized Cluster Environment

Article English OPEN
Qiao Wei ; Li Ying ; Wu Zhong-Hai (2017)
  • Publisher: EDP Sciences
  • Journal: ITM Web of Conferences (issn: 2271-2097)
  • Related identifiers: doi: 10.1051/itmconf/20171203030
  • Subject: Information technology | T58.5-58.64

Deep neural networks (DNNs) have recently yielded strong results on a range of applications. Training these DNNs using a cluster of commodity machines is a promising approach since training is time consuming and compute-intensive. Furthermore, putting DNN tasks into con... View more
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