IEEE

Anomaly Detection on Interleaved Log Data With Semantic Association Mining on Log-Entity Graph

Abstract: Logs record crucial information about runtime status of software system, which can be utilized for anomaly detection and fault diagnosis. However, techniques struggle to perform effectively ...
The Lancet

The navigation chart to plot the course of public health

The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) is a cornerstone in global health research and the evidence base for policy making.1 The new iteration, led by the GBD 2023 ...

How to create data bars in Excel to help others visualize your spreadsheet's numbers

To create data bars in Excel, select your cells and then choose data bars from Conditional Formatting.
GitHub

Unified Parallel Semantic Log Parsing based on Causal Graph Construction for Attack Attribution

# avoid python version conflict --- pyenv brew install pyenv-virtualenv brew install pyenv pyenv install 3.10 pyenv global 3.10 pyenv virtualenv 3.10 UTLParser # activate the environment eval "$(pyenv ...
IEEE

Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks

Abstract: One main challenge in imbalanced graph classification is to learn expressive representations of the graphs in underrepresented (minority) classes. Existing generic imbalanced learning ...