NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms

Author:

Luo Chuan1,Zhao Pu1,Qiao Bo1,Wu Youjiang2,Zhang Hongyu3,Wu Wei4,Lu Weihai1,Dang Yingnong2,Rajmohan Saravanakumar5,Lin Qingwei1,Zhang Dongmei1

Affiliation:

1. Microsoft Research, China

2. Microsoft Azure, USA

3. The University of Newcastle, Australia

4. Leibniz University Hannover, Germany

5. Microsoft Office, USA

Publisher

ACM

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1. KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding;Proceedings of the 46th IEEE/ACM International Conference on Software Engineering;2024-02-06

2. CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud;2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE);2023-10-09

3. A Failure Prediction Approach Based on BiLSTM and Deep Feature Extractor for Hard Disk Drives;2023 IEEE 6th International Conference on Information Systems and Computer Aided Education (ICISCAE);2023-09-23

4. Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11

5. 一个针对多种问题的磁盘故障预测模型;Frontiers of Information Technology & Electronic Engineering;2023-07

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