Performance Prediction of Virtual Machines via Transfer Learning of Bayesian Network

2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS) ◽

10.1109/icccs52626.2021.9449135 ◽

2021 ◽

Author(s):

Jia Hao ◽

Jianhou Gan ◽

Juxiang Zhou ◽

Jun Wang

Keyword(s):

Bayesian Network ◽

Transfer Learning ◽

Performance Prediction ◽

Virtual Machines

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Virtual Machine Performance Prediction Based on Transfer Learning of Bayesian Network

10.1007/978-3-030-71704-9_15 ◽

2021 ◽

pp. 229-245

Author(s):

Wang Bobo

Keyword(s):

Bayesian Network ◽

Transfer Learning ◽

Virtual Machine ◽

Performance Prediction ◽

Machine Performance

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Transfer learning of Bayesian network for measuring QoS of virtual machines

Applied Intelligence ◽

10.1007/s10489-021-02362-x ◽

2021 ◽

Author(s):

Jia Hao ◽

Kun Yue ◽

Binbin Zhang ◽

Liang Duan ◽

Xiaodong Fu

Keyword(s):

Bayesian Network ◽

Transfer Learning ◽

Virtual Machines

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Performance Prediction and Fine-Grained Resource Provision of Virtual Machines via LightGBM

10.1007/978-981-16-7476-1_24 ◽

2021 ◽

pp. 261-272

Author(s):

Jia Hao ◽

Jun Wang ◽

ZhaoXiang OuYang

Keyword(s):

Performance Prediction ◽

Virtual Machines ◽

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Measuring performance degradation of virtual machines based on the Bayesian network with hidden variables

International Journal of Communication Systems ◽

10.1002/dac.3732 ◽

2018 ◽

Vol 31 (13) ◽

pp. e3732 ◽

Author(s):

Jia Hao ◽

Binbin Zhang ◽

Kun Yue ◽

Hao Wu ◽

Jixian Zhang

Keyword(s):

Bayesian Network ◽

Virtual Machines ◽

Hidden Variables ◽

Performance Degradation

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Abnormal Condition Identification Modeling Method Based on Bayesian Network Parameters Transfer Learning for the Electro-Fused Magnesia Smelting Process

IEEE Access ◽

10.1109/access.2019.2947499 ◽

2019 ◽

Vol 7 ◽

pp. 149764-149775 ◽

Author(s):

Ping Yuan ◽

Yufeng Sun ◽

Hui Li ◽

Fuli Wang ◽

Hongru Li

Keyword(s):

Bayesian Network ◽

Transfer Learning ◽

Modeling Method ◽

Smelting Process ◽

Network Parameters ◽

Abnormal Condition

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Predicting QoS of virtual machines via Bayesian network with XGboost-induced classes

Cluster Computing ◽

10.1007/s10586-020-03183-2 ◽

2020 ◽

Author(s):

Jia Hao ◽

Kun Yue ◽

Liang Duan ◽

Binbin Zhang ◽

Xiaodong Fu

Keyword(s):

Bayesian Network ◽

Virtual Machines

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Performance Prediction for Unseen Virtual Machines

Proceedings of the 4th International Conference on Cloud Computing and Services Science ◽

10.5220/0004840900700077 ◽

2014 ◽

Keyword(s):

Performance Prediction ◽

Virtual Machines

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Soil fertility grading with Bayesian Network transfer learning

2010 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2010.5580915 ◽

2010 ◽

Author(s):

Hai-Yang Jia ◽

Juan Chen ◽

He-Long Yu ◽

Da-You Liu

Keyword(s):

Soil Fertility ◽

Bayesian Network ◽

Transfer Learning

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Cross-Platform Performance Prediction with Transfer Learning using Machine Learning

2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

10.1109/icccnt49239.2020.9225281 ◽

2020 ◽

Author(s):

Rajat Kumar ◽

Amit Mankodi ◽

Amit Bhatt ◽

Bhaskar Chaudhury ◽

Aditya Amrutiya

Keyword(s):

Machine Learning ◽

Transfer Learning ◽

Performance Prediction ◽

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Selective switching mechanism in virtual machines via support vector machines and transfer learning

Machine Learning ◽

10.1007/s10994-014-5448-x ◽

2014 ◽

Vol 101 (1-3) ◽

pp. 137-161 ◽

Author(s):

Wei Kuang ◽

Laura E. Brown ◽

Zhenlin Wang

Keyword(s):

Support Vector Machines ◽

Transfer Learning ◽

Virtual Machines ◽

Support Vector ◽

Switching Mechanism ◽

Vector Machines

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