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January 1, 2025International Journal of Information Technology and Management

VRPM-HCM: Enhancing Cloud Power Efficiency Through Hybrid Machine Learning and Model Predictive Control

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Key Points

To investigate how hybrid machine learning and model predictive control can improve power efficiency in cloud systems.
Utilized hybrid machine learning algorithms for predictive analytics
Implemented model predictive control strategies for resource management
Analyzed power consumption patterns in cloud environments
Achieved significant reductions in energy consumption
Improved system responsiveness and efficiency
Demonstrated potential for sustainable cloud computing practices

Implication

Hybrid Machine Learning and Model Predictive Control enhance power efficiency in cloud systems, suggesting improved sustainability practices.

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Cite This Study

Sai Feng Zeng (2025) studied this question.

synapsesocial.com/papers/69af949670916d39fea4b9f7 https://doi.org/10.1504/ijitm.2025.10076874

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