LogAI is a one-stop open source library for log analytics and intelligence. LogAI supports various log analytics and log intelligence tasks such as log summarization, log clustering, log anomaly detection and more. It adopts the OpenTelemetry data model, to enable compatibility with different log management platforms.

2025年1月15日 · Coroot is an open-source APM & Observability tool, a DataDog and NewRelic alternative 📊, 🖥️, 👉. Powered by eBPF for rapid insights into system performance. Monitor, analyze, and optimize your infrastructure effortlessly for peak reliability at any scale.

The details of log parsing can be found at our logparser project. Feature extraction: Structured logs can be sliced into short log sequences through interval window, sliding window, or session window. Then, feature extraction is performed to vectorize each log sequence, for example, using an event counting vector.

Log Analytics Powered by AI. LOGPAI has 18 repositories available. Follow their code on GitHub.

Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis, by Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li. [Microsoft] ↗️: MSR'10: LFA: Abstracting Log Lines to Log Event Types for Mining Software System Logs, by Meiyappan Nagappan, Mladen A. Vouk. ↗️: CIKM'11: LogSig

2024年12月1日 · LogAI - An open-source library for log analytics and intelligence python benchmarking machine-learning log-analysis ai anomaly-detection aiops log-intelligence Updated Nov 14, 2024

Sagan is an open source (GNU/GPLv2) high performance, real-time log analysis & correlation engine. It is written in C and uses a multi-threaded architecture to deliver high performance log & event analysis. The Sagan structure and Sagan rules work similarly to the Suricata & …

Octopussy - Open Source Log Management Solution. Contribute to Octopussy-Project/Octopussy development by creating an account on GitHub.

To get the most current features you can build the application from the source code. Download the latest source here: LogAnalyzer Source on GitHub as ZIP. Alternatively you can also checkout the code directly from the git repository:

OSSEC is an Open Source Host-based Intrusion Detection System that performs log analysis, file integrity checking, policy monitoring, rootkit detection, real-time alerting and active response. - ossec/ossec-hids