Self-Supervised Log Parsing

Self-Supervised Log Parsing

17 March 2020

Jasmin Bogatinovski

Alexander Acker

Papers citing "Self-Supervised Log Parsing"

12 / 12 papers shown

Title
System Log Parsing with Large Language Models: A Review Viktor Beck Max Landauer Markus Wurzenberger Florian Skopik Andreas Rauber 43 0 0 07 Apr 2025
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 68 0 0 03 Sep 2024
LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing Zeyang Ma A. Chen Dong Jae Kim Tse-Husn Chen Shaowei Wang 35 47 0 27 Apr 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Jian Yang Anjie Le Zhiyu Li Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 69 14 0 28 Feb 2024
USTEP: Structuration des logs en flux gr{â}ce {à} un arbre de recherche {é}volutif Arthur Vervaet Raja Chiky Mar Callau-Zori 11 0 0 24 Apr 2023
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges Qian Cheng Doyen Sahoo Amrita Saha Wenjing Yang Chenghao Liu Gerald Woo Manpreet Singh Silvio Saverese Guosheng Lin 60 18 0 10 Apr 2023
Interactive Log Parsing via Light-weight User Feedback Liming Wang Hong Xie Ye Li Jian Tan John C. S. Lui 26 1 0 28 Jan 2023
A2Log: Attentive Augmented Log Anomaly Detection Thorsten Wittkopp Alexander Acker S. Nedelkoski Jasmin Bogatinovski Dominik Scheinert Wu Fan O. Kao 32 22 0 20 Sep 2021
LogBERT: Log Anomaly Detection via BERT Haixuan Guo Shuhan Yuan Xintao Wu 30 215 0 07 Mar 2021
Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models Harold Ott Jasmin Bogatinovski Alexander Acker S. Nedelkoski O. Kao 19 29 0 23 Feb 2021
Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper Jasmin Bogatinovski S. Nedelkoski Alexander Acker Florian Schmidt Thorsten Wittkopp Soeren Becker Jorge Cardoso O. Kao AI4CE 16 15 0 15 Jan 2021
Multi-Source Anomaly Detection in Distributed IT Systems Jasmin Bogatinovski S. Nedelkoski 13 11 0 13 Jan 2021