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Improving Performances of Log Mining for Anomaly Prediction Through NLP-Based Log Parsing
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-319-65948-0_12openalex-snapshot
Holistic Processing and Exploring Event Logs
inferredcites →https://doi.org/10.1109/dsn.2016.66openalex-snapshot
An Evaluation Study on Log Parsing and Its Use in Log Mining
inferredcites →https://doi.org/10.1109/icdm.2009.60openalex-snapshot
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
inferredcites →https://doi.org/10.1109/icdm.2016.0103openalex-snapshot
Spell: Streaming Parsing of System Event Logs
inferredcites →https://doi.org/10.1109/icws.2017.13openalex-snapshot
Drain: An Online Log Parsing Approach with Fixed Depth Tree
inferredcites →https://doi.org/10.1109/ipom.2003.1251233openalex-snapshot
A data clustering algorithm for mining patterns from event logs
inferredcites →https://doi.org/10.1109/issre.2017.43openalex-snapshot
Experience Report: Log Mining Using Natural Language Processing and Application to Anomaly Detection
inferredcites →https://doi.org/10.1109/tdsc.2017.2762673openalex-snapshot
Towards Automated Log Parsing for Large-Scale Log Data Analysis
inferredcites →https://doi.org/10.1109/tkde.2011.138openalex-snapshot
A Lightweight Algorithm for Message Type Extraction in System Application Logs
inferredcites →https://doi.org/10.1145/1629575.1629587openalex-snapshot
Detecting large-scale system problems by mining console logs
inferredcites →https://doi.org/10.1145/2623330.2623340openalex-snapshot
Log-based predictive maintenance
inferredcites →https://doi.org/10.1561/0600000035openalex-snapshot
Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
inferredcites →https://doi.org/10.1561/9781601985415openalex-snapshot
Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
inferredcites →https://doi.org/10.48550/arxiv.1505.06807openalex-snapshot
MLlib: Machine Learning in Apache Spark
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0082openalex-snapshot
Latent Dirichlet Allocation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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What Do Developers Discuss About Software Monitoring in Stack Overflow? A Case Study on Prometheus
inferred← citeshttps://doi.org/10.1007/978-3-030-74450-2_2openalex-snapshot
Survey on Log Clustering Approaches
inferred← citeshttps://doi.org/10.1007/978-3-031-28332-1_25openalex-snapshot
Making Sense of Failure Logs in an Industrial DevOps Environment
inferred← citeshttps://doi.org/10.1007/978-3-032-13555-1_39openalex-snapshot
Intelligent Audit Log Query Chatbot for Database Forensics Using LLM
inferred← citeshttps://doi.org/10.1007/s10664-024-10452-wopenalex-snapshot
A literature review and existing challenges on software logging practices
inferred← citeshttps://doi.org/10.1016/j.cose.2020.101739openalex-snapshot
System log clustering approaches for cyber security applications: A survey
inferred← citeshttps://doi.org/10.1016/j.future.2021.05.024openalex-snapshot
LogNADS: Network anomaly detection scheme based on log semantics representation
inferred← citeshttps://doi.org/10.1080/08839514.2022.2145642openalex-snapshot
BERT-Log: Anomaly Detection for System Logs Based on Pre-trained Language Model
inferred← citeshttps://doi.org/10.1108/idd-06-2020-0060openalex-snapshot
Bibliometric survey of IT Infrastructure Management to Avoid Failure Conditions
inferred← citeshttps://doi.org/10.1109/cecit53797.2021.00121openalex-snapshot
Improving Performance of Log Anomaly Detection With Semantic and Time Features Based on BiLSTM-Attention
inferred← citeshttps://doi.org/10.1109/compsac51774.2021.00213openalex-snapshot
A Quantitative Causal Analysis for Network Log Data
inferred← citeshttps://doi.org/10.1109/etfa54631.2023.10275489openalex-snapshot
Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin
inferred← citeshttps://doi.org/10.1109/eurospw55150.2022.00038openalex-snapshot
Towards NLP-based Processing of Honeypot Logs
inferred← citeshttps://doi.org/10.1109/icde51399.2021.00274openalex-snapshot
Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph
inferred← citeshttps://doi.org/10.1109/icoei51242.2021.9453065openalex-snapshot
LogEA: Log Extraction and Analysis Tool to Support Forensic Investigation of Linux-based System
inferred← citeshttps://doi.org/10.1109/icpics62053.2024.10795985openalex-snapshot
Anomaly Detection in Power Information System Based on CNN-BiGRU with Dual Attention Mechanism
inferred← citeshttps://doi.org/10.1109/icse48619.2023.00079openalex-snapshot
On the Temporal Relations between Logging and Code
inferred← citeshttps://doi.org/10.1109/ipdps47924.2020.00115openalex-snapshot
Aarohi: Making Real-Time Node Failure Prediction Feasible
inferred← citeshttps://doi.org/10.1109/issre59848.2023.00037openalex-snapshot
Using Transformer Models and Textual Analysis for Log Parsing
inferred← citeshttps://doi.org/10.1109/issrew60843.2023.00064openalex-snapshot
Finding Needle in a Haystack: An Algorithm for Real-Time Log Anomaly Detection with Real-Time Learning
inferred← citeshttps://doi.org/10.1109/ojim.2022.3232650openalex-snapshot
An Online Parsing Framework for Semistructured Streaming System Logs of Internet of Things Systems
inferred← citeshttps://doi.org/10.1109/qrs60937.2023.00012openalex-snapshot
Log-based Anomaly Detection of Enterprise Software: An Empirical Study
inferred← citeshttps://doi.org/10.1109/siu53274.2021.9477836openalex-snapshot
Deep Neural Network Based Log Analysis
inferred← citeshttps://doi.org/10.1109/skima57145.2022.10029532openalex-snapshot
Encoder-Decoder Language Model for Khmer Handwritten Text Recognition in Historical Documents
inferred← citeshttps://doi.org/10.1109/tkde.2022.3222417openalex-snapshot
System Log Parsing: A Survey
inferred← citeshttps://doi.org/10.1109/tps-isa62245.2024.00072openalex-snapshot
Development of a Cyber-Physical Model and Emulation of an Oil and Gas Compressor Station for Cybersecurity Research and Development
inferred← citeshttps://doi.org/10.1145/3452296.3472910openalex-snapshot
Semi-automated protocol disambiguation and code generation
inferred← citeshttps://doi.org/10.1145/3565009.3569522openalex-snapshot
On using pretext tasks to learn representations from network logs
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/10.1145/3787494openalex-snapshot
LPB-Gen: Systematic Large Log-Parsing Benchmarks Generation
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0140675openalex-snapshot
Robust Analysis of IT Infrastructure's Log Data with BERT Language Model
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From Logs to Causal Inference: Diagnosing Large Systems
inferred← citeshttps://doi.org/10.3233/ida-230133openalex-snapshot
Towards robust log parsing using self-supervised learning for system security analysis
inferred← citeshttps://doi.org/10.3390/app13063691openalex-snapshot
Deep Learning-Based Log Parsing for Monitoring Industrial ICT Systems
inferred← citeshttps://doi.org/10.3390/electronics12102260openalex-snapshot
Software Failure Log Analysis for Engineers—Review
inferred← citeshttps://doi.org/10.3390/electronics15194472openalex-snapshot
Character-Level NLP and 1D-CNN-Based Decision Support for Web Application Firewalls
inferred← citeshttps://doi.org/10.70675/367b38e4z9c5fz43e6z8ae5z93b131dc156copenalex-snapshot
Real-time anomaly detection with in-flight data : streaming anomaly detection with heterogeneous communicating agents
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