Performance Prediction of Virtual Machines via Transfer Learning of Bayesian Network

Jia Hao,Jianhou Gan,Juxiang Zhou,Jun Wang

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

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摘要

Bayesian Network (BN) can quantify the uncertain relationships among the multiple Virtual Machine (VM) related features and then predict the VM performance accurately. However, when the settings of hardware/software or the loads running on the VMs change over time, the VM-related features might be different, which will lead to the modification of VM performance prediction results. Thus, we resort ...

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关键词

Maximum likelihood estimation,Communication systems,Conferences,Transfer learning,Benchmark testing,Virtual machining,Bayes methods

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