Predicting Model Training Time to Optimize Distributed Machine Learning Applications

Predicting Model Training Time to Optimize Distributed Machine Learning Applications

Despite major advances in recent years, the field of Machine Learning continues to face research and technical challenges. Mostly, these stem from big data and streaming data, which require models to be frequently updated or re-trained, at the expense of significant computational resources. One solu...

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Bibliographic Details
Main Authors: Miguel Guimarães, Davide Carneiro, Guilherme Palumbo, Filipe Oliveira, Óscar Oliveira, Victor Alves, Paulo Novais
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
meta-learning
machine learning
distributed learning
training time
optimization
Online Access:https://www.mdpi.com/2079-9292/12/4/871

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https://www.mdpi.com/2079-9292/12/4/871

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