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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 …
Experience report: System log analysis for anomaly detection
Anomaly detection plays an important role in management of modern large-scale distributed
systems. Logs, which record system runtime information, are widely used for anomaly …
systems. Logs, which record system runtime information, are widely used for anomaly …
MODE: automated neural network model debugging via state differential analysis and input selection
Artificial intelligence models are becoming an integral part of modern computing systems.
Just like software inevitably has bugs, models have bugs too, leading to poor classification …
Just like software inevitably has bugs, models have bugs too, leading to poor classification …
An evaluation study on log parsing and its use in log mining
Logs, which record runtime information of modern systems, are widely utilized by developers
(and operators) in system development and maintenance. Due to the ever-increasing size of …
(and operators) in system development and maintenance. Due to the ever-increasing size of …
Towards automated log parsing for large-scale log data analysis
Logs are widely used in system management for dependability assurance because they are
often the only data available that record detailed system runtime behaviors in production …
often the only data available that record detailed system runtime behaviors in production …
System log parsing: A survey
Modern information and communication systems have become increasingly challenging to
manage. The ubiquitous system logs contain plentiful information and are thus widely …
manage. The ubiquitous system logs contain plentiful information and are thus widely …
A survey on network verification and testing with formal methods: Approaches and challenges
Networks have grown increasingly complicated. Violations of intended policies can
compromise network availability and network reliability. Network operators need to ensure …
compromise network availability and network reliability. Network operators need to ensure …
A search-based approach for accurate identification of log message formats
Many software engineering activities process the events contained in log files. However,
before performing any processing activity, it is necessary to parse the entries in a log file, to …
before performing any processing activity, it is necessary to parse the entries in a log file, to …
Taking a long look at QUIC: an approach for rigorous evaluation of rapidly evolving transport protocols
Google's QUIC protocol, which implements TCP-like properties at the application layer atop
a UDP transport, is now used by the vast majority of Chrome clients accessing Google …
a UDP transport, is now used by the vast majority of Chrome clients accessing Google …
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 …