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Logs are one of the most valuable data sources for managing large-scale online services.
Euclidean distance mapping
Per-Erik Danielsson · 1980
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The pagerank citation ranking: Bringing order to the web
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Text joins for data cleansing and integration in an rdbms
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Latent dirichlet allocation
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Textrank: Bringing order into text
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ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin · 2004
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Log summarization and anomaly detection for troubleshooting distributed systems
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Open information extraction from the web
Michele Banko, Michael J. Cafarella, Stephen Soderland, M. Alexander Broadhead, and Oren Etzioni · 2008
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News keyword extraction for topic tracking
Sungjick Lee and Han-joon Kim · 2008
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Detecting large-scale system problems by mining console logs
Wei Xu, Ling Huang, Armando Fox, David Patterson, and Michael I. Jordan · 2009
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Mining program workflow from interleaved traces
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Data summarization model for user action log files
Eleonora Gentili, Alfredo Milani, and Valentina Poggioni · 2012
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Open language learning for information extraction
Mausam, Michael Schmitz, Stephen Soderland, Robert Bart, and Oren Etzioni · 2012
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Exploiting similarities among languages for machine translation
Tomas Mikolov, Quoc V Le, and Ilya Sutskever · 2013
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Clausie: clause-based open information extraction
Luciano Del Corro and Rainer Gemulla · 2013
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Understanding log lines using development knowledge
Weiyi Shang, Meiyappan Nagappan, Ahmed E Hassan, and Zhen Ming Jiang · 2014
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Question-answer driven semantic role labeling: Using natural language to annotate natural language
Luheng He, Mike Lewis, and Luke Zettlemoyer · 2015
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Leveraging linguistic structure for open domain information extraction
Gabor Angeli, Melvin Jose Johnson Premkumar, and Christopher D. Manning · 2015
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Open information extraction systems and downstream applications
Mausam · 2016
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Log clustering based problem identification for online service systems
Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, and Xuewei Chen · 2016
Identifying impactful service system problems via log analysis
Shilin He, Qingwei Lin, et al · 2018
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Semantic-aware workflow construction and analysis for distributed data analytics systems
Aidi Pi, Wei Chen, Shaoqi Wang, and Xiaobo Zhou · 2019
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Logzip: Extracting hidden structures via iterative clustering for log compression
Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, and Michael R Lyu · 2019
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Tools and benchmarks for automated log parsing
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R Lyu · 2019
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Loganomaly: Unsupervised detection of sequential and quantitative anomalies in unstructured logs
Weibin Meng, Ying Liu, Yichen Zhu, Shenglin Zhang, Dan Pei, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Shimin Tao, Pei Sun, et al · 2019
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Creating a large benchmark for open information extraction
Gabriel Stanovsky and Ido Dagan · 2016
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Getting more out of syntax with props
Gabriel Stanovsky, Jessica Ficler, Ido Dagan, and Yoav Goldberg · 2016
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Deeplog: Anomaly detection and diagnosis from system logs through deep learning
Min Du, Feifei Li, Guineng Zheng, and Vivek Srikumar · 2017
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Drain: An online log parsing approach with fixed depth tree
Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R Lyu · 2017
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Syslog processing for switch failure diagnosis and prediction in datacenter networks
Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun Xu, Yu Chen, Hui Dong, Xianping Qu, et al · 2017
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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
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Latent error prediction and fault localization for microservice applications by learning from system trace logs
Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chao Ji, Dewei Liu, Qilin Xiang, and Chuan He · 2019
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A system-wide debugging assistant powered by natural language processing
Pradeep Dogga, Karthik Narasimhan, Anirudh Sivaraman, and Ravi Netravali · 2019
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Learning latent events from network message logs
Siddhartha Satpathi, Supratim Deb, R Srikant, and He Yan · 2019
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Short text topic modeling techniques, applications, and performance: A survey
Qiang Jipeng, Qian Zhenyu, Li Yun, Yuan Yunhao, and Wu Xindong · 2019
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Neural text summarization: A critical evaluation
Wojciech Kryściński, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, and Richard Socher · 2019
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A survey on automated log analysis for reliability engineering
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, and Michael R Lyu · 2020
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Logparse: Making log parsing adaptive through word classification
Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, Dian Yang, Rong Zhou, and Dan Pei · 2020
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A semantic-aware representation framework for online log analysis
Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, and Dan Pei · 2020
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