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 …
Loggan: a log-level generative adversarial network for anomaly detection using permutation event modeling
B Xia, Y Bai, J Yin, Y Li, J Xu - Information Systems Frontiers, 2021 - Springer
Abstract System logs that trace system states and record valuable events comprise a
significant component of any computer system in our daily life. Each log contains sufficient …
significant component of any computer system in our daily life. Each log contains sufficient …
A literature review and existing challenges on software logging practices: From the creation to the analysis of software logs
Software logging is the practice of recording different events and activities that occur within a
software system, which are useful for different activities such as failure prediction and …
software system, which are useful for different activities such as failure prediction and …
LogGAN: A sequence-based generative adversarial network for anomaly detection based on system logs
B Xia, J Yin, J Xu, Y Li - Science of Cyber Security: Second International …, 2019 - Springer
Abstract System logs which trace system states and record valuable events comprise a
significant component of any computer system in our daily life. There exist abundant …
significant component of any computer system in our daily life. There exist abundant …
Landscape and Taxonomy of Online Parser-Supported Log Anomaly Detection Methods
As production system estates become larger and more complex, ensuring stability through
traditional monitoring approaches becomes more challenging. Rule-based monitoring is …
traditional monitoring approaches becomes more challenging. Rule-based monitoring is …
Log File Template Detection as a Multi-Objective Optimization Problem
E Baburaj - International Journal of Swarm Intelligence Research …, 2022 - igi-global.com
There is a need for automatic log file template detection tool to find out all the log messages
through search space. On the other hand, the template detection tool should cope with two …
through search space. On the other hand, the template detection tool should cope with two …
[PDF][PDF] Automatisierte Fehlererkennung einer Microservice-Anwendung basierend auf Log-Dateien
V Restat - mn.h-da.de
ZUSAMMENFASSUNG Log-Dateien dokumentieren das Verhalten einer Anwendung oder
eines Systems, was deren Analyse zu einem Schlüsselfaktor für die Sicherheit, Stabilität und …
eines Systems, was deren Analyse zu einem Schlüsselfaktor für die Sicherheit, Stabilität und …
Behavior Flow Graph Construction from System Logs for Anomaly Analysis
Anomaly analysis plays a significant role in building a secure and reliable system. Raw
system logs contain important system information, such as execution paths and execution …
system logs contain important system information, such as execution paths and execution …
[引用][C] System Application Behavioural Profiling using Log Analysis
EV Soundariya, S Kalaiselvi, KN Mallikarjunan - System, 2020