DRAM Failure Prediction in Large-Scale Data Centers

2021 IEEE International Conference on Joint Cloud Computing (JCC)(2021)

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摘要
Cloud computing is developing rapidly. Data centers are important infrastructures of cloud service and JointCloud structure. DRAM failure is one of the main causes which can lead to node outage in data centers. This paper proposes a decision-tree-based DRAM failure prediction method for large-scale data centers of cloud service. We utilize the first public-available DRAM failure prediction dataset...
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关键词
DRAM error,Tree-based Model,Feature Engineering
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