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LogCluster - A data clustering and pattern mining algorithm for event logs
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Outgoing claims: the papers this work cites, builds on, or argues with.
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A Framework for the Application of Association Rule Mining in Large Intrusion Detection Infrastructures
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A Breadth-First Algorithm for Mining Frequent Patterns from Event Logs
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Visualizing big network traffic data using frequent pattern mining and hypergraphs
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Towards informatic analysis of syslogs
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Network IDS alert classification with frequent itemset mining and data clustering
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Mining partially periodic event patterns with unknown periods
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Mining unstructured log files for recurrent fault diagnosis
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A data clustering algorithm for mining patterns from event logs
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Developing custom intrusion detection filters using data mining
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Using Security Logs for Collecting and Reporting Technical Security Metrics
inferredcites →https://doi.org/10.1109/noms.2002.1015598openalex-snapshot
Intelligent search of correlated alarms from database containing noise data
inferredcites →https://doi.org/10.1109/noms.2008.4575281openalex-snapshot
Mining event logs with SLCT and LogHound
inferredcites →https://doi.org/10.1109/noms.2010.5488459openalex-snapshot
Identifying symptoms of recurrent faults in log files of distributed information systems
inferredcites →https://doi.org/10.1109/pst.2008.17openalex-snapshot
LogView: Visualizing Event Log Clusters
inferredcites →https://doi.org/10.1145/1557019.1557154openalex-snapshot
Clustering event logs using iterative partitioning
inferredcites →https://doi.org/10.1145/1644893.1644897openalex-snapshot
Anomaly extraction in backbone networks using association rules
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Efficient Event Log Mining with LogClusterC
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Anomaly Detection with HMM Gauge Likelihood Analysis
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HiparaLog: Improving Log-based Anomaly Detection through Parameter Feature Integration
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OpenLog: Incremental Anomaly Classification with Changing, Unbalanced and Unknown Logs
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LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning
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SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults
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Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics
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Self-Evolutionary Group-wise Log Parsing Based on Large Language Model
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VCRLog: Variable Contents Relationship Perception for Log-based Anomaly Detection
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CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing
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Black-Box Test Case Prioritization Using Log Analysis and Test Case Diversity
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Unsupervised Log Parsing Based on Large Language Models and Entropy
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FSMFLog: Discovering Anomalous Logs Combining Full Semantic Information and Multifeature Fusion
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Event log analysis with the LogCluster tool
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Paddy: An Event Log Parsing Approach using Dynamic Dictionary
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EvoParser: An Evolutionary Approach to Log Parsing
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STGraph: Spatio-Temporal Graph Mining for Anomaly Detection in Distributed System Logs
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LogPM: Character-Based Log Parser Benchmark
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Preprocessing is All You Need: Boosting the Performance of Log Parsers with a General Preprocessing Framework
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A Story About Cohesion and Separation: Label-Free Metric for Log Parser Evaluation
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A multi-device Android mobile raw log Dataset for intelligent analysis
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Detection of anomalies in the HDFS dataset
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Spatio-Temporal Situation Recognition in Service Fields - Validation by Discrete-event Simulation
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A Review of Software Testing Process Log Parsing and Mining
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Automated Log-Based Anomaly Detection under Noise Circumstances
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PosParser: A Heuristic Online Log Parsing Method Based on Part-of-Speech Tagging
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SwissLog: Robust Anomaly Detection and Localization for Interleaved Unstructured Logs
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TCMS: A Multi-Sequence Log Parsing Method Based on Token Conversion
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System Log Parsing: A Survey
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LPV: A Log Parsing Framework Based on Vectorization
inferred← citeshttps://doi.org/10.1109/tnsm.2023.3282270openalex-snapshot
LogRule: Efficient Structured Log Mining for Root Cause Analysis
inferred← citeshttps://doi.org/10.1109/tnsm.2024.3391290openalex-snapshot
LogTransformer: Transforming IT System Logs Into Events Using Tree-Based Approach
inferred← citeshttps://doi.org/10.1109/tnsm.2024.3400283openalex-snapshot
ContexLog: Non-Parsing Log Anomaly Detection With All Information Preservation and Enhanced Contextual Representation
inferred← citeshttps://doi.org/10.1109/tnsm.2025.3605764openalex-snapshot
SLNALog: A Log Anomaly Detection Scheme Based on Swift Layer Normalization Attention Mechanism for Next-Generation Power Communication Networks
inferred← citeshttps://doi.org/10.1109/tnsm.2026.3719139openalex-snapshot
LogPISA: An Improved Pre-Training and Tuning Pipeline for Log Understanding With Invariant and Semantic-Aware Objectives
inferred← citeshttps://doi.org/10.1109/tr.2023.3340020openalex-snapshot
Revisiting Log Parsing: The Present, the Future, and the Uncertainties
inferred← citeshttps://doi.org/10.1109/trustcom53373.2021.00148openalex-snapshot
QuickLogS: A Quick Log Parsing Algorithm based on Template Similarity
inferred← citeshttps://doi.org/10.1109/tsc.2023.3280575openalex-snapshot
Loader: A Log Anomaly Detector Based on Transformer
inferred← citeshttps://doi.org/10.1109/tsc.2023.3289488openalex-snapshot
MLog: Mogrifier LSTM-Based Log Anomaly Detection Approach Using Semantic Representation
inferred← citeshttps://doi.org/10.1111/coin.12573openalex-snapshot
Distributed system anomaly detection using deep learning‐based log analysis
inferred← citeshttps://doi.org/10.1142/s0217751x21500706openalex-snapshot
Clustering error messages produced by distributed computing infrastructure during the processing of high energy physics data
inferred← citeshttps://doi.org/10.1142/s0218843023500181openalex-snapshot
An Unsupervised Gradient-Based Approach for Real-Time Log Analysis From Distributed Systems
inferred← citeshttps://doi.org/10.1145/2939672.2939712openalex-snapshot
Anomaly Detection Using Program Control Flow Graph Mining From Execution Logs
inferred← citeshttps://doi.org/10.1145/3341105.3373845openalex-snapshot
Logging statements' prediction based on source code clones
inferred← citeshttps://doi.org/10.1145/3373017.3373018openalex-snapshot
Automatic Event Log Abstraction to Support Forensic Investigation
inferred← citeshttps://doi.org/10.1145/3428280openalex-snapshot
Structure interpretation of text formats
inferred← citeshttps://doi.org/10.1145/3441448openalex-snapshot
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples
inferred← citeshttps://doi.org/10.1145/3459637.3482209openalex-snapshot
Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation
inferred← citeshttps://doi.org/10.1145/3460345openalex-snapshot
A Survey on Automated Log Analysis for Reliability Engineering
inferred← citeshttps://doi.org/10.1145/3465481.3470083openalex-snapshot
Log Abstraction for Information Security: Heuristics and Reproducibility
inferred← citeshttps://doi.org/10.1145/3485447.3511993openalex-snapshot
UniParser: A Unified Log Parser for Heterogeneous Log Data
inferred← citeshttps://doi.org/10.1145/3503159openalex-snapshot
Extracting Formats of Service Messages with Varying Payloads
inferred← citeshttps://doi.org/10.1145/3510003.3510101openalex-snapshot
Guidelines for assessing the accuracy of log message template identification techniques
inferred← citeshttps://doi.org/10.1145/3510003.3510155openalex-snapshot
Log-based anomaly detection with deep learning
inferred← citeshttps://doi.org/10.1145/3540250.3549176openalex-snapshot
SPINE: a scalable log parser with feedback guidance
inferred← citeshttps://doi.org/10.1145/3540250.3558947openalex-snapshot
Investigating and improving log parsing in practice
inferred← citeshttps://doi.org/10.1145/3540250.3558963openalex-snapshot
An empirical study of log analysis at Microsoft
inferred← citeshttps://doi.org/10.1145/3569932openalex-snapshot
Exploring Better Black-Box Test Case Prioritization via Log Analysis
inferred← citeshttps://doi.org/10.1145/3588918openalex-snapshot
Robust and Transferable Log-based Anomaly Detection
inferred← citeshttps://doi.org/10.1145/3597503.3623308openalex-snapshot
Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection
inferred← citeshttps://doi.org/10.1145/3597503.3639155openalex-snapshot
DivLog: Log Parsing with Prompt Enhanced In-Context Learning
inferred← citeshttps://doi.org/10.1145/3611643.3616260openalex-snapshot
Hue: A User-Adaptive Parser for Hybrid Logs
inferred← citeshttps://doi.org/10.1145/3611643.3617847openalex-snapshot
Privacy-Centric Log Parsing for Timely, Proactive Personal Data Protection
inferred← citeshttps://doi.org/10.1145/3617572.3617881openalex-snapshot
Log Summarisation for Defect Evolution Analysis
inferred← citeshttps://doi.org/10.1145/3618257.3624998openalex-snapshot
Poster: COPA -- Parsing Outputs of CLI Commands for Failure Diagnosis of Network Devices
inferred← citeshttps://doi.org/10.1145/3626719openalex-snapshot
AS-Parser: Log Parsing Based on Adaptive Segmentation
inferred← citeshttps://doi.org/10.1145/3627377.3627414openalex-snapshot
Improved Insider Threat Detection Method of University Cluster System based on Log-Clustering
inferred← citeshttps://doi.org/10.1145/3637528.3671810openalex-snapshot
LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models
inferred← citeshttps://doi.org/10.1145/3641525.3663625openalex-snapshot
LogFlux: A Software Suite for Replicating Results in Automated Log Parsing
inferred← citeshttps://doi.org/10.1145/3643661.3643952openalex-snapshot
An Exploratory Study on How Non-Determinism in Large Language Models Affects Log Parsing
inferred← citeshttps://doi.org/10.1145/3643733openalex-snapshot
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache
inferred← citeshttps://doi.org/10.1145/3650212.3652123openalex-snapshot
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
inferred← citeshttps://doi.org/10.1145/3663529.3663791openalex-snapshot
A Preliminary Study on the Privacy Concerns of Using IP Addresses in Log Data
inferred← citeshttps://doi.org/10.1145/3664476.3664494openalex-snapshot
Prov2vec: Learning Provenance Graph Representation for Anomaly Detection in Computer Systems
inferred← citeshttps://doi.org/10.1145/3691620.3694994openalex-snapshot
Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
inferred← citeshttps://doi.org/10.1145/3696630.3728506openalex-snapshot
Exploring Variable Potential for LLM-based Log Parsing Efficiency and Reduced Costs
inferred← citeshttps://doi.org/10.1145/3727582.3728685openalex-snapshot
LogLSHD: Fast Log Parsing with Locality-Sensitive Hashing and Dynamic Time Warping
inferred← citeshttps://doi.org/10.1145/3728969openalex-snapshot
LogBase: A Large-Scale Benchmark for Semantic Log Parsing
inferred← citeshttps://doi.org/10.1145/3729377openalex-snapshot
No More Labelled Examples? An Unsupervised Log Parser with LLMs
inferred← citeshttps://doi.org/10.1145/3746252.3761231openalex-snapshot
ECLIPSE: Efficient Cross-Lingual Log Intelligence Parser with Semantic Entropy-Enhanced LCS Algorithm
inferred← citeshttps://doi.org/10.1145/3794763.3794808openalex-snapshot
SCOPE:Tree-based Self-Correcting Online Log Parsing via Syntactic-Semantic Collaboration
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