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Template mining is one of the foundational tasks to support log analysis, which supports the diagnosis and troubleshooting of large scale Web applications.
UniParser: A Unified Log Parser for Heterogeneous Log Data. In Proceedings of the ACM Web Conference 2022 . 1893–1901
Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin, Yingnong Dang, et al · 1901
Earlier work this paper cites.
Logan: A distributed online log parser. In 2019 IEEE 35th International Conference on Data Engineering (ICDE) . IEEE, 1946–1951
Amey Agrawal, Rohit Karlupia, and Rajat Gupta. 2019 · 1951
Earlier work this paper cites.
The string-to-string correction problem
Robert A Wagner and Michael J Fischer. 1974 · 1974
Earlier work this paper cites.
Sublinear approximate string matching and biological applications
William I. Chang and Eugene L. Lawler. 1994 · 1994
Earlier work this paper cites.
Execution anomaly detection in distributed systems through unstructured log analysis. In 2009 ninth IEEE international conference on data mining . IEEE, 149–158
Qiang Fu, Jian-Guang Lou, Yi Wang, and Jiang Li. 2009 · 2009
Earlier work this paper cites.
Clustering event logs using iterative partitioning. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining . 1255–1264
Adetokunbo AO Makanju, A Nur Zincir-Heywood, and Evangelos E Milios. 2009 · 2009
Earlier work this paper cites.
Abstracting log lines to log event types for mining software system logs. In 2010 7th IEEE Working Conference on Mining Software Repositories (MSR 2010) . IEEE, 114–117
Meiyappan Nagappan and Mladen A Vouk. 2010 · 2010
Earlier work this paper cites.
Spell: Streaming parsing of system event logs. In 2016 IEEE 16th International Conference on Data Mining (ICDM) . IEEE, 859–864
Min Du and Feifei Li. 2016 · 2016
Earlier work this paper cites.
Logmine: Fast pattern recognition for log analytics. In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management . 1573–1582
Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Guofei Jiang, and Abdullah Mueen. 2016 · 2016
Earlier work this paper cites.
Deeplog: Anomaly detection and diagnosis from system logs through deep learning. In Proceedings of the 2017 ACM SIGSAC conference on computer and communications security . 1285–1298
Min Du, Feifei Li, Guineng Zheng, and Vivek Srikumar. 2017 · 2017
Earlier work this paper cites.
Drain: An online log parsing approach with fixed depth tree. In 2017 IEEE international conference on web services (ICWS) . IEEE, 33–40
Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R Lyu. 2017 · 2017
Earlier work this paper cites.
Syslog processing for switch failure diagnosis and prediction in datacenter networks. In 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS) . IEEE, 1–10
Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun Xu, Yu Chen, Hui Dong, Xianping Qu, et al · 2017
Earlier work this paper cites.
A search-based approach for accurate identification of log message formats. In 2018 IEEE/ACM 26th International Conference on Program Comprehension (ICPC) . IEEE, 167–16710
Salma Messaoudi, Annibale Panichella, Domenico Bianculli, Lionel Briand, and Raimondas Sasnauskas. 2018 · 2018
Cited alongside, same era.
Aecid-pg: A tree-based log parser generator to enable log analysis. In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) . IEEE, 7–12
Markus Wurzenberger, Max Landauer, Florian Skopik, and Wolfgang Kastner. 2019 · 2019
Cited alongside, same era.
An efficient log parsing algorithm based on heuristic rules. In International Symposium on Advanced Parallel Processing Technologies . Springer, 123–134
Lin Zhang, Xueshuo Xie, Kunpeng Xie, Zhi Wang, Ye Lu, and Yujun Zhang. 2019 · 2019
Cited alongside, same era.
Tools and benchmarks for automated log parsing. In 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) . IEEE, 121–130
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R Lyu. 2019 · 2019
Cited alongside, same era.
QuickLogS: A Quick Log Parsing Algorithm based on Template Similarity. In 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) . IEEE, 1085–1092
Luyue Fang, Xiaoqiang Di, Xu Liu, Yiping Qin, Weiwu Ren, and Qiang Ding. 2021 · 2021
Later among the works it cites.
A survey on automated log analysis for reliability engineering
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, and Michael R Lyu. 2021 · 2021
Later among the works it cites.
SemParser: A Semantic Parser for Log Analysis
Yintong Huo, Yuxin Su, Baitong Li, and Michael R Lyu. 2021 · 2021
Later among the works it cites.
LogDTL: Network Log Template Generation with Deep Transfer Learning. In 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM) . IEEE, 848–853
Thieu Nguyen, Satoru Kobayashi, and Kensuke Fukuda. 2021 · 2021
Later among the works it cites.
AWSOM-LP: An Effective Log Parsing Technique Using Pattern Recognition and Frequency Analysis
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Meting: A robust log parser based on frequent n-gram mining. In 2020 IEEE International Conference on Web Services (ICWS) . IEEE, 84–88
Oihana Coustié, Josiane Mothe, Olivier Teste, and Xavier Baril. 2020 · 2020
Cited alongside, same era.
Logram: Efficient log parsing using n-gram dictionaries
Hetong Dai, Heng Li, Che Shao Chen, Weiyi Shang, and Tse-Hsun Chen. 2020 · 2020
Cited alongside, same era.
Paddy: An event log parsing approach using dynamic dictionary. In NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium . IEEE, 1–8
Shaohan Huang, Yi Liu, Carol Fung, Rong He, Yining Zhao, Hailong Yang, and Zhongzhi Luan. 2020 · 2020
Cited alongside, same era.
A semantic-aware representation framework for online log analysis. In 2020 29th International Conference on Computer Communications and Networks (ICCCN) . IEEE, 1–7
Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, and Dan Pei. 2020a · 2020
Cited alongside, same era.
Logparse: Making log parsing adaptive through word classification. In 2020 29th International Conference on Computer Communications and Networks (ICCCN) . IEEE, 1–9
Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, et al · 2020
Cited alongside, same era.
Self-supervised log parsing. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases . Springer, 122–138
Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, and Odej Kao. 2020 · 2020
Cited alongside, same era.
LPV: A Log Parser Based on Vectorization for Offline and Online Log Parsing. In 2020 IEEE International Conference on Data Mining (ICDM) . IEEE, 1346–1351
Tong Xiao, Zhe Quan, Zhi-Jie Wang, Kaiqi Zhao, and Xiangke Liao. 2020 · 2020
Cited alongside, same era.
Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph. In 2021 IEEE 37th International Conference on Data Engineering (ICDE) . IEEE, 2411–2422
Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Shimin Tao, and Jianxin Liao. 2021 · 2021
Cited alongside, same era.
Issam Sedki, Abdelwahab Hamou-Lhadj, and Otmane Ait-Mohamed. 2021 · 2021
Later among the works it cites.
USTEP: Unfixed Search Tree for Efficient Log Parsing. In 2021 IEEE International Conference on Data Mining (ICDM) . IEEE, 659–668
Arthur Vervaet, Raja Chiky, and Mar Callau-Zori. 2021 · 2021
Later among the works it cites.
Efficient Online Log Parsing with Log Punctuations Signature
Shijie Zhang and Gang Wu. 2021 · 2021
Later among the works it cites.
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks
Yichen Zhu, Weibin Meng, Ying Liu, Shenglin Zhang, Tao Han, Shimin Tao, and Dan Pei. 2021 · 2021
Later among the works it cites.
vue4logs–Automatic Structuring of Heterogeneous Computer System Logs
Isuru Boyagane, Oshadha Katulanda, Surangika Ranathunga, and Srinath Perera. 2022 · 2022
Later among the works it cites.
DIP: a log parser based on" disagreement index token" conditions. In Proceedings of the 2022 ACM Southeast Conference . 113–122
Daniel Plaisted and Mengjun Xie. 2022 · 2022
Later among the works it cites.
FlexParser—The adaptive log file parser for continuous results in a changing world
Nadine Rücker and Andreas Maier. 2022 · 2022
Later among the works it cites.
LogStamp: Automatic Online Log Parsing Based on Sequence Labelling
Shimin Tao, Weibin Meng, Yimeng Cheng, Yichen Zhu, Ying Liu, Chunning Du, Tao Han, Yongpeng Zhao, Xiangguang Wang, and Hao Yang. 2022 · 2022
Later among the works it cites.