Demystifying and Extracting Fault-indicating Information from Logs for
Failure Diagnosis

Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis

20 September 2024

Jinyang Liu

Michael R. Lyu

ArXiv (abs)PDF HTML Github (8★)

Papers citing "Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis"

16 / 16 papers shown

Title
TraceMesh: Scalable and Streaming Sampling for Distributed Traces Zhuangbin Chen Zhihan Jiang Yuxin Su Michael R. Lyu Zibin Zheng 32 3 0 11 Jun 2024
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach Jinxi Kuang Jinyang Liu Junjie Huang Renyi Zhong Jiazhen Gu Lan Yu Rui Tan Zengyin Yang Michael R. Lyu 33 6 0 11 Mar 2024
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention Cheryl Lee Tianyi Yang Zhuangbin Chen Yuxin Su Yongqiang Yang Michael R. Lyu 23 32 0 14 Feb 2023
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems Tianyi Yang Jiacheng Shen Yuxin Su Xiaoxue Ren Yongqiang Yang Michael R. Lyu 31 7 0 13 Apr 2022
Log-based Anomaly Detection with Deep Learning: How Far Are We? Van-Hoang Le Hongyu Zhang 51 166 0 09 Feb 2022
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems Tianyi Yang Jiacheng Shen Yuxin Su Xiao Ling Yongqiang Yang Michael R. Lyu 36 21 0 20 Aug 2021
Log-based Anomaly Detection Without Log Parsing Van-Hoang Le Hongyu Zhang 63 184 0 04 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 237 4,004 0 28 Jul 2021
Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection Zhuangbin Chen Jinyang Liu Wen-Cheng Gu Yuxin Su Michael R. Lyu AI4TS 52 106 0 13 Jul 2021
Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs S. Nedelkoski Jasmin Bogatinovski Alexander Acker Jorge Cardoso O. Kao 67 129 0 21 Aug 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 185 4,100 0 10 Apr 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 176 2,672 0 19 Feb 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 689 24,557 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,174 0 16 Jun 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015

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