A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
☆810Dec 31, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-log-analysis
Users that are interested in awesome-log-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A machine learning toolkit for log parsing [ICSE'19, DSN'16]☆2,000Jun 10, 2025Updated last year
- A machine learning toolkit for log-based anomaly detection [ISSRE'16]☆1,432Apr 24, 2024Updated 2 years ago
- log anomaly detection toolkit including DeepLog☆466Apr 23, 2020Updated 6 years ago
- A large collection of system log datasets for AI-driven log analytics [ISSRE'23]☆2,901Updated this week
- Collection of slides, repositories, papers about AIOps☆1,574Mar 17, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Log-based impactful problem identification using machine learning [FSE'18]☆174Jul 6, 2023Updated 3 years ago
- Pytorch Implementation of DeepLog.☆431Jul 25, 2024Updated 2 years ago
- Log Anomaly Detection - Machine learning to detect abnormal events logs☆344Apr 21, 2023Updated 3 years ago
- A robust streaming log template miner based on the Drain algorithm☆905Feb 4, 2025Updated last year
- AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star☆1,756May 27, 2024Updated 2 years ago
- A deep learning toolkit for log-based anomaly detection☆270Sep 4, 2023Updated 3 years ago
- A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).☆332Feb 12, 2025Updated last year
- log anomaly detection via BERT☆365Jun 21, 2024Updated 2 years ago
- PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"☆107Jul 18, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- An optimized log compression tool via iterative clustering [ASE'19]☆60Oct 29, 2019Updated 7 years ago
- The fundamental package for AIops with python.☆402Jun 3, 2020Updated 6 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆226Sep 27, 2024Updated 2 years ago
- Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.☆81May 16, 2023Updated 3 years ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆72Sep 10, 2025Updated last year
- "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020☆58Jul 6, 2023Updated 3 years ago
- PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning☆288Aug 19, 2024Updated 2 years ago
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆285Jun 16, 2023Updated 3 years ago
- Ensemble framework of some log based anomaly detection work.☆38Oct 2, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- All things about aiops☆65Apr 30, 2021Updated 5 years ago
- Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)☆145Jun 20, 2023Updated 3 years ago
- Metis is a learnware platform in the field of AIOps.☆1,756Apr 7, 2023Updated 3 years ago
- LogCluster☆34Dec 4, 2022Updated 3 years ago
- Source code of MicroRCA☆80May 19, 2023Updated 3 years ago
- The final project of deep learning and practice (summer 2020) in NCTU.☆29Jun 29, 2022Updated 4 years ago
- The implementation of SwissLog in ISSRE'20 and TDSC'22☆56May 26, 2023Updated 3 years ago
- IWQoS 2017: A toolkit for log template extraction☆154Sep 21, 2022Updated 4 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,165Oct 21, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A project of fault localization in time series data☆12Apr 18, 2019Updated 7 years ago
- Machine learning algorithms applied on log analysis to detect intrusions and suspicious activities.☆175Updated this week
- ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks☆283Mar 24, 2023Updated 3 years ago
- ☆38Nov 4, 2022Updated 3 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,438Mar 2, 2026Updated 8 months ago
- DyCause is a root cause analysis method for the microservice system failures.☆43Dec 10, 2021Updated 4 years ago
- This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited…☆94Aug 26, 2026Updated 2 months ago