Disk failure prediction based on multi-layer domain adaptive learning

Guangfu Gao, Peng Wu, Hussain Dawood

Large scale data storage is susceptible to failure. As disks are damaged and replaced, traditional machine learning models, which rely on historical data to make predictions, strug…