Failure Prediction by Utilizing Log Analysis

Author:

Das Dipta1,Schiewe Micah1,Brighton Elizabeth1,Fuller Mark1,Cerny Tomas1,Bures Miroslav2,Frajtak Karel2,Shin Dongwan3,Tisnovsky Pavel4

Affiliation:

1. Computer Science, Baylor University, Waco, Texas, USA

2. CS, FEE, Czech Technical University, Prague, Czech Republic

3. Computer Science, New Mexico Tech Socorro, New Mexico, USA

4. Red Hat Brno, Czech Republic

Funder

National Science Foundation

Red Hat Research

Publisher

ACM

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Decoding Logs for Automatic Metric Identification;2024 IEEE 17th International Conference on Cloud Computing (CLOUD);2024-07-07

2. Interpretable Analysis of Production GPU Clusters Monitoring Data via Association Rule Mining;2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2024-05-27

3. Fairness issues, current approaches, and challenges in machine learning models;International Journal of Machine Learning and Cybernetics;2024-01-31

4. Learning Representations on Logs for AIOps;2023 IEEE 16th International Conference on Cloud Computing (CLOUD);2023-07

5. LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision;2023 IEEE International Conference on Software Services Engineering (SSE);2023-07

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