He Mujun (何牧君)*,Zheng Linjiang*,Yang Kai**,Liu Runfeng**,Liu Weining*.[J].高技术通讯(英文),2021,27(4):347~356 |
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Research on optimization of virtual machine memory access based on NUMA architecture |
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DOI:10.3772/j.issn.1006-6748.2021.04.002 |
中文关键词: |
英文关键词: cloud computing, virtualization, non-uniform memory access (NUMA) virtual machine, memory access optimization |
基金项目: |
Author Name | Affiliation | He Mujun (何牧君)* | (*College of Computer Science, Chongqing University, Chongqing 400044, P.R.China)
(**Dawning Information Industry Co., Ltd., Beijing 100084, P.R.China) | Zheng Linjiang* | (*College of Computer Science, Chongqing University, Chongqing 400044, P.R.China)
(**Dawning Information Industry Co., Ltd., Beijing 100084, P.R.China) | Yang Kai** | (*College of Computer Science, Chongqing University, Chongqing 400044, P.R.China)
(**Dawning Information Industry Co., Ltd., Beijing 100084, P.R.China) | Liu Runfeng** | (*College of Computer Science, Chongqing University, Chongqing 400044, P.R.China)
(**Dawning Information Industry Co., Ltd., Beijing 100084, P.R.China) | Liu Weining* | (*College of Computer Science, Chongqing University, Chongqing 400044, P.R.China)
(**Dawning Information Industry Co., Ltd., Beijing 100084, P.R.China) |
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中文摘要: |
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英文摘要: |
With the rapid development of big data and artificial intelligence (AI), the cloud platform architecture system is constantly developing, optimizing, and improving. As such, new applications, like deep computing and high-performance computing, require enhanced computing power. To meet this requirement, a non-uniform memory access (NUMA) configuration method is proposed for the cloud computing system according to the affinity, adaptability, and availability of the NUMA architecture processor platform. The proposed method is verified based on the test environment of a domestic central processing unit (CPU). |
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