An Optimal Network-Aware Scheduling Technique for Distributed Deep Learning in Distributed HPC Platforms

An Optimal Network-Aware Scheduling Technique for Distributed Deep Learning in Distributed HPC Platforms

Deep learning is a growing technique used to solve complex artificial intelligence (AI) problems. Large-scale deep learning has become a significant issue as a result of the expansion of datasets and the complexity of deep learning models. For training large-scale models, the cloud can be used as a...

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Bibliographic Details
Main Authors: Sangkwon Lee, Syed Asif Raza Shah, Woojin Seok, Jeonghoon Moon, Kihyeon Kim, Syed Hasnain Raza Shah
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
cloud computing
scheduling
container technology
distributed computing
network monitoring
deep learning
Online Access:https://www.mdpi.com/2079-9292/12/14/3021

Internet

https://www.mdpi.com/2079-9292/12/14/3021

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