SHERA: SHAP-Enhanced Resource Allocation for VM Scheduling and Efficient Cloud Computing

SHERA: SHAP-Enhanced Resource Allocation for VM Scheduling and Efficient Cloud Computing

Cloud computing plays a crucial role in modern technology, providing scalable and on-demand computing resources. However, excessive resource use can result in higher energy demand, higher operating expenses, and a more significant adverse effect on the environment as per study by Berl et al. (2010)....

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Bibliographic Details
Main Authors: Ashwin Singh Slathia, Abhiram Sharma, P. B. Krishna, Saksham Anand, Ayush Rathi, Linda Joseph, Xiao-Zhi Gao
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Cloud computing
cloud resource management
machine learning
resource optimization
SHapley Additive Explanations (SHAP)
sustainability
Online Access:https://ieeexplore.ieee.org/document/11000120/
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