A survey on automated log analysis for reliability engineering
Logs are semi-structured text generated by logging statements in software source code. In
recent decades, software logs have become imperative in the reliability assurance …
recent decades, software logs have become imperative in the reliability assurance …
[HTML][HTML] System log clustering approaches for cyber security applications: A survey
Log files give insight into the state of a computer system and enable the detection of
anomalous events relevant to cyber security. However, automatically analyzing log data is …
anomalous events relevant to cyber security. However, automatically analyzing log data is …
Logzip: Extracting hidden structures via iterative clustering for log compression
System logs record detailed runtime information of software systems and are used as the
main data source for many tasks around software engineering. As modern software systems …
main data source for many tasks around software engineering. As modern software systems …
LogAssist: Assisting log analysis through log summarization
Logs contain valuable information about the runtime behaviors of software systems. Thus,
practitioners rely on logs for various tasks such as debugging, system comprehension, and …
practitioners rely on logs for various tasks such as debugging, system comprehension, and …
Logshrink: Effective log compression by leveraging commonality and variability of log data
Log data is a crucial resource for recording system events and states during system
execution. However, as systems grow in scale, log data generation has become increasingly …
execution. However, as systems grow in scale, log data generation has become increasingly …
Graph-based incident aggregation for large-scale online service systems
As online service systems continue to grow in terms of complexity and volume, how service
incidents are managed will significantly impact company revenue and user trust. Due to the …
incidents are managed will significantly impact company revenue and user trust. Due to the …
A study of the performance of general compressors on log files
Large-scale software systems and cloud services continue to produce a large amount of log
data. Such log data is usually preserved for a long time (eg, for auditing purposes). General …
data. Such log data is usually preserved for a long time (eg, for auditing purposes). General …
Loghub: A large collection of system log datasets for ai-driven log analytics
Logs have been widely adopted in software system development and maintenance because
of the rich runtime information they record. In recent years, the increase of software size and …
of the rich runtime information they record. In recent years, the increase of software size and …
Improving state-of-the-art compression techniques for log management tools
Log data records important runtime information about the running of a software system for
different purposes including performance assurance, capacity planning, and anomaly …
different purposes including performance assurance, capacity planning, and anomaly …
On the feasibility of parser-based log compression in {Large-Scale} cloud systems
On the Feasibility of Parser-based Log Compression in Large-Scale Cloud Systems Page 1
This paper is included in the Proceedings of the 19th USENIX Conference on File and …
This paper is included in the Proceedings of the 19th USENIX Conference on File and …