SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update

Yu Liu^{a b}, Yunchuan Guan^b, Tianming Jiang^{b c}✉, Ke Zhou^b, Hua Wang^b, Guangxing Hu^b, Ji Zhang^d, Wei Fang^d, Cheng Zhuo^d, Ping Sheng Huang^e

1. ^aSchool of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
2. ^bWuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, 430074, China
3. ^cSchool of Information Management, Central China Normal University, Wuhan, 430079, China
4. ^dInnovation Center of Data Storage, HUAWEI Technology, 611730, Chengdu, China
5. ^eTemple University, Philadelphia, United States of America
6. ✉Corresponding author