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Logs are ubiquitous digital footprints, playing an indispensable role in system diagnostics, security analysis, and performance optimization.
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.
A data clustering algorithm for mining patterns from event logs. In Proceedings of the 3rd IEEE Workshop on IP Operations & Management (IPOM 2003)(IEEE Cat. No. 03EX764) . Ieee, 119–126
Risto Vaarandi. 2003 · 2003
Earlier work this paper cites.
Failure diagnosis using decision trees. In International Conference on Autonomic Computing, 2004. Proceedings. IEEE, 36–43
Mike Chen, Alice X Zheng, Jim Lloyd, Michael I Jordan, and Eric Brewer. 2004 · 2004
Earlier work this paper cites.
Abstracting execution logs to execution events for enterprise applications (short paper). In 2008 The Eighth International Conference on Quality Software . IEEE, 181–186
Zhen Ming Jiang, Ahmed E Hassan, Parminder Flora, and Gilbert Hamann. 2008 · 2008
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. 2009a · 2009
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. 2009b · 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.
Detecting large-scale system problems by mining console logs. In Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles . 117–132
Wei Xu, Ling Huang, Armando Fox, David Patterson, and Michael I Jordan. 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.
Identifying faults in large-scale distributed systems by filtering noisy error logs. In 2011 IEEE/IFIP 41st International Conference on Dependable Systems and Networks Workshops (DSN-W) . IEEE, 140–145
Xiang Rao, Huaimin Wang, Dianxi Shi, Zhenbang Chen, Hua Cai, Qi Zhou, and Tingtao Sun. 2011 · 2011
Earlier work this paper cites.
LogSig: Generating system events from raw textual logs. In Proceedings of the 20th ACM international conference on Information and knowledge management . 785–794
Liang Tang, Tao Li, and Chang-Shing Perng. 2011 · 2011
Earlier work this paper cites.
Bridging the divide between software developers and operators using logs. In 2012 34th international conference on software engineering (ICSE) . IEEE, 1583–1586
Weiyi Shang. 2012 · 2012
Earlier work this paper cites.
Incremental mining of system log format. In 2013 IEEE International Conference on Services Computing . IEEE, 595–602
Masayoshi Mizutani. 2013 · 2013
Earlier work this paper cites.
Towards detecting patterns in failure logs of large-scale distributed systems. In 2015 IEEE International Parallel and Distributed Processing Symposium Workshop . IEEE, 1052–1061
Nentawe Gurumdimma, Arshad Jhumka, Maria Liakata, Edward Chuah, and James Browne. 2015 · 2015
Earlier work this paper cites.
Industry practices and event logging: Assessment of a critical software development process. In 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering , Vol. 2. IEEE, 169–178
Antonio Pecchia, Marcello Cinque, Gabriella Carrozza, and Domenico Cotroneo. 2015 · 2015
Earlier work this paper cites.
Logcluster-a data clustering and pattern mining algorithm for event logs. In 2015 11th International conference on network and service management (CNSM) . IEEE, 1–7
Risto Vaarandi and Mauno Pihelgas. 2015 · 2015
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.
Log clustering based problem identification for online service systems. In Proceedings of the 38th International Conference on Software Engineering Companion . 102–111
Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, and Xuewei Chen. 2016 · 2016
Cited alongside, same era.
Length matters: Clustering system log messages using length of words
Keiichi Shima. 2016 · 2016
Cited alongside, same era.
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
Cited alongside, same era.
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
Cited alongside, same era.
Investigating and improving log parsing in practice. In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering . 1566–1577
Ying Fu, Meng Yan, Jian Xu, Jianguo Li, Zhongxin Liu, Xiaohong Zhang, and Dan Yang. 2022 · 2022
Later among the works it cites.
Guidelines for assessing the accuracy of log message template identification techniques. In Proceedings of the 44th International Conference on Software Engineering . 1095–1106
Zanis Ali Khan, Donghwan Shin, Domenico Bianculli, and Lionel Briand. 2022 · 2022
Later among the works it cites.
SPINE: a scalable log parser with feedback guidance. In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering . 1198–1208
Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin, Yingnong Dang, et al · 2022
Later among the works it cites.
Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al · 2022
Later among the works it cites.
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Identifying impactful service system problems via log analysis. In Proceedings of the 2018 26th ACM joint meeting on European software engineering conference and symposium on the foundations of software engineering . 60–70
Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R Lyu, and Dongmei Zhang. 2018 · 2018
Cited alongside, same era.
A search-based approach for accurate identification of log message formats. In Proceedings of the 26th Conference on Program Comprehension . 167–177
Salma Messaoudi, Annibale Panichella, Domenico Bianculli, Lionel Briand, and Raimondas Sasnauskas. 2018 · 2018
Cited alongside, same era.
Prefix: Switch failure prediction in datacenter networks
Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, et al · 2018
Cited alongside, same era.
Aiops: real-world challenges and research innovations. In 2019 IEEE/ACM 41st International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) . IEEE, 4–5
Yingnong Dang, Qingwei Lin, and Peng Huang. 2019 · 2019
Cited alongside, same era.
Rethinking social media for qualitative research: The use of Facebook Activity Logs and Search History in interview settings
Justine Gangneux. 2019 · 2019
Cited alongside, same era.
Tracing back log data to its log statement: from research to practice. In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR) . IEEE, 545–549
Daan Schipper, Maurício Aniche, and Arie van Deursen. 2019 · 2019
Cited alongside, same era.
Robust log-based anomaly detection on unstable log data. In Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering . 807–817
Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, Yingnong Dang, Chunyu Xie, Xinsheng Yang, Qian Cheng, Ze Li, et al · 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)
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R Lyu. 2019 · 2019
Cited alongside, same era.
SemParser: A Semantic Parser for Log Analytics. In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE) . IEEE, 881–893
Yintong Huo, Yuxin Su, Cheryl Lee, and Michael R Lyu. 2023 · 2023
Later among the works it cites.
A Large-scale Benchmark for Log Parsing
Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, and Michael R Lyu. 2023 · 2023
Later among the works it cites.
An Evaluation of Log Parsing with ChatGPT
Van-Hoang Le and Hongyu Zhang. 2023a · 2023
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Log Parsing with Prompt-based Few-shot Learning
Van-Hoang Le and Hongyu Zhang. 2023b · 2023
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Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction
Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, and Dongmei Zhang. 2023 · 2023
Later among the works it cites.
LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis
Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Wenbing Ma, Yanqing Zhao, Yuhang Chen, Hao Yang, Yanfei Jiang, and Xun Chen. 2023 · 2023
Later among the works it cites.
Meta Reports First Quarter 2023 Results
Meta. 2023 · 2023
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An Assessment of ChatGPT on Log Data
Priyanka Mudgal and Rita Wouhaybi. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al · 2023
Later among the works it cites.
Interactive Log Parsing via Light-weight User Feedbacks
Liming Wang, Hong Xie, Ye Li, Jian Tan, and John Lui. 2023 · 2023
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Prompting for Automatic Log Template Extraction
Junjielong Xu, Ruichun Yang, Yintong Huo, Chengyu Zhang, and Pinjia He. 2023 · 2023
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Brain: Log Parsing with Bidirectional Parallel Tree
Siyu Yu, Pinjia He, Ningjiang Chen, and Yifan Wu. 2023 · 2023
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DivLog: Log Parsing with Prompt Enhanced In-Context Learning. In 2024 46th international conference on software engineering (ICSE) . IEEE
Junjielong Xu, Ruichun Yang, Yintong Huo, Chengyu Zhang, and Pinjia He. 2024 · 2024
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