A Probabilistic Prediction Approach for Memory Resource of Complex System Simulation in Cloud Computing Environment

A Probabilistic Prediction Approach for Memory Resource of Complex System Simulation in Cloud Computing Environment

Accurate memory resource prediction can achieve optimal performance for complex system simulation (CSS) using optimistic parallel execution in the cloud computing environment. However, because of the varying memory resource demands of CSS applications caused by the simulation entity scale and freque...

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Bibliographic Details
Main Authors: Shuai Wang, Yiping Yao, Feng Zhu, Wenjie Tang, Yuhao Xiao
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Symmetry
Subjects:
complex system simulation
cloud computing
probabilistic prediction
memory resource
ensemble learning
Online Access:https://www.mdpi.com/2073-8994/12/11/1826

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https://www.mdpi.com/2073-8994/12/11/1826

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