Machine Deserves Better Logging: A Log Enhancement Approach for Automatic Fault Diagnosis
暂无分享,去创建一个
Ying Li | Tong Jia | Jie Jiang | Chengbo Zhang | Yuhong Liu | Wensheng Xia | Ying Li | Tong Jia | Yuhong Liu | Chengbo Zhang | Wensheng Xia | Jie Jiang
[1] Ding Yuan,et al. Characterizing logging practices in open-source software , 2012, 2012 34th International Conference on Software Engineering (ICSE).
[2] Qiang Fu,et al. Learning to Log: Helping Developers Make Informed Logging Decisions , 2015, 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering.
[3] Qiang Fu,et al. Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis , 2009, 2009 Ninth IEEE International Conference on Data Mining.
[4] R. A. Leibler,et al. On Information and Sufficiency , 1951 .
[5] Ying Zou,et al. Towards just-in-time suggestions for log changes , 2016, Empirical Software Engineering.
[6] Ying Li,et al. An Approach for Anomaly Diagnosis Based on Hybrid Graph Model with Logs for Distributed Services , 2017, 2017 IEEE International Conference on Web Services (ICWS).
[7] Yang Liu,et al. Be conservative: enhancing failure diagnosis with proactive logging , 2012, OSDI 2012.
[8] Risto Vaarandi,et al. LogCluster - A data clustering and pattern mining algorithm for event logs , 2015, 2015 11th International Conference on Network and Service Management (CNSM).
[9] Qiang Fu,et al. Mining program workflow from interleaved traces , 2010, KDD.
[10] Ying Li,et al. LogSed: Anomaly Diagnosis through Mining Time-Weighted Control Flow Graph in Logs , 2017, 2017 IEEE 10th International Conference on Cloud Computing (CLOUD).
[11] Yu Luo,et al. Log20: Fully Automated Optimal Placement of Log Printing Statements under Specified Overhead Threshold , 2017, SOSP.
[12] Carl E. Landwehr,et al. Basic concepts and taxonomy of dependable and secure computing , 2004, IEEE Transactions on Dependable and Secure Computing.
[13] Ding Yuan,et al. Improving Software Diagnosability via Log Enhancement , 2012, TOCS.
[14] Qiang Fu,et al. Where do developers log? an empirical study on logging practices in industry , 2014, ICSE Companion.
[15] Wil M. P. van der Aalst,et al. Workflow mining: discovering process models from event logs , 2004, IEEE Transactions on Knowledge and Data Engineering.