FC2: Cloud-based cluster provisioning for distributed machine learning

Training large, complex machine learning models such as deep neural networks with big data requires powerful computing clusters, which are costly to acquire, use and maintain. As a result, many machine learning researchers turn to cloud computing services for on-demand and elastic resource provision...

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Bibliographic Details
Main Author: TA, Nguyen Binh Duong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/4763
https://ink.library.smu.edu.sg/context/sis_research/article/5766/viewcontent/Ta2019_Article_FC2FC2Cloud_basedClusterProvis.pdf
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Institution: Singapore Management University
Language: English

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