Log‐based anomaly detection for distributed systems: State of the art, industry experience, and open issues
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2650
Abstract: Distributed systems have been widely used in many safety‐critical areas. Any abnormalities (e.g., service interruption or service quality degradation) could lead to application crashes or decrease user satisfaction. These things may cause serious economic losses.… read more here.
Keywords: anomaly detection; based anomaly; log based; distributed systems ... See more keywords
Log-Based Session Profiling and Online Behavioral Prediction in E–Commerce Websites
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3024649
Abstract: Improvements to customer experience give companies a competitive advantage, as understanding customers’ behaviors allows e-commerce companies to enhance their marketing strategies by means of recommendation techniques and the customization of products and services. This is… read more here.
Keywords: commerce; log based; prediction; based session ... See more keywords
Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2025.3599494
Abstract: Log-based fault diagnosis is essential for ensuring system reliability and resilience. However, current methods only provide fault diagnosis results without explanations, which undermines their credibility. Large language models (LLMs) have extensive pre-trained knowledge and show… read more here.
Keywords: log based; language; fault diagnosis; log ... See more keywords
LogLabeler: Towards Effective Acquisition of Log Labels in Industrial Log-Based Analysis
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2025.3605635
Abstract: Log-based AIOps is a widely researched topic aiming at reducing the developer burden in system maintenance. Since industrial developers prefer lightweight supervised solutions for log-based AIOps, the strong dependence of these solutions on labeled data… read more here.
Keywords: log; based aiops; acquisition; loglabeler ... See more keywords
Application of nanoindentation for uncertainty assessment of elastic properties in mudrocks from micro- to well-log scales
Sign Up to like & getrecommendations! Published in 2017 at "Geophysics"
DOI: 10.1190/geo2016-0545.1
Abstract: Uncertainty in estimates of elastic properties of soft mudrock components such as clay minerals and kerogen can influence well-log-based evaluation of effective elastic properties in organic-rich mudrocks. Existing methods, such as effective medium models for… read more here.
Keywords: uncertainty; application nanoindentation; well log; log based ... See more keywords
Log-Based Analysis of Creativity in the Context of Computational Thinking
Sign Up to like & getrecommendations! Published in 2024 at "Education Sciences"
DOI: 10.3390/educsci15010003
Abstract: Computational thinking (CT) and creativity have been recognized as crucial skills for adapting to the current digital era. However, despite being extensively studied over the last few decades, research on their associations has only emerged… read more here.
Keywords: measures creativity; computational thinking; analysis; log based ... See more keywords