Log Analysis Automation

Log Analysis Automation is a method within the domain of audit logging that systematically employs algorithmic and computational techniques to identify, categorize, and interpret log data with minimal human intervention, distinguishing itself from manual or ad hoc analysis approaches by enabling scalable, repeatable, and real-time monitoring of system activities.

Publications

1.4K

Citations

105

Authors

Institutions

Publications per year

2017–2026

Parents

Audit Logging

Publications

Tools and Benchmarks for Automated Log Parsing

Jieming Zhu, Shilin He, Jinyang Liu et al. · 2019 · 514 citations

Computing, Computer Science, Computer Systems +15

Automated Identification of Failure Causes in System Logs

Leonardo Mariani, Fabrizio Pastore · 2008 · 130 citations

Computing, Computer Science, Application Security +16

An automated approach for abstracting execution logs to execution events

Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann et al. · Journal of Software Maintenance and Evolution Research and Practice · 2008 · 86 citations

Computing, Computer Science, Computer Systems +12

Efficiently Extracting Operational Profiles from Execution Logs Using Suffix Arrays

Meiyappan Nagappan, Kesheng Wu, Mladen A. Vouk · 2009 · 64 citations

Computing, Cloud Computing, Computer Science +13

A Semantic-aware Representation Framework for Online Log Analysis

Weibin Meng, Ying Liu, Yuheng Huang et al. · 2020 · 64 citations

Computing, Computer Science, Information Systems +16

1–5 of 29

Authors

105

SH
Shilin He
Chinese University of Hong Kong, Hong Kong SAR China
5 publications · 652 citations
5
h-index
NL
Nikolay Laptev
Yahoo (United States), United States
3 publications · 54 citations
3
h-index
SL
Seunghak Lee
Carnegie Mellon University, United States
3 publications · 54 citations
3
h-index
SS
Sriram Sankar
Meta (United States), United States
3 publications · 54 citations
3
h-index
MR
Michael R. Lyu
Chinese University of Hong Kong, Hong Kong SAR China
3 publications · 565 citations
3
h-index

1–5 of 105

Institutions

1–8 of 45

Venues

arXiv (Cornell University)
Repository · 2 publications · 51 citations
2
h-index
Expert Systems with Applications
1 publications · 37 citations
1
h-index
IEEE Transactions on Network and Service Management
TNSM · 1 publications · 22 citations
1
h-index
Proceedings of the Australasian Computer Science Week Multiconference
1 publications · 19 citations
1
h-index
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
Conference · 1 publications · 46 citations
1
h-index

1–5