IntelligentDDS / LogShrinkLinks
LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data [ICSE'24 early]
☆22Updated 2 years ago
Alternatives and similar repositories for LogShrink
Users that are interested in LogShrink are comparing it to the libraries listed below
Sorting:
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆125Updated last month
- The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023☆66Updated 6 months ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆204Updated last year
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]☆59Updated last year
- [ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis.☆79Updated last week
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆64Updated 2 months ago
- A deep learning toolkit for log-based anomaly detection☆254Updated 2 years ago
- Brain: Log Parsing with Bidirectional Parallel Tree☆36Updated 5 months ago
- PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning☆259Updated last year
- The implementation of SwissLog in ISSRE'20 and TDSC'22☆58Updated 2 years ago
- Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)☆136Updated 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…☆246Updated 2 years ago
- Efficient Log Parsing Using n-Gram Dictionaries☆38Updated 3 years ago
- Analysis scripts for log data sets used in anomaly detection.☆77Updated last month
- A robust streaming log template miner based on the Drain algorithm☆672Updated 9 months ago
- MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments☆41Updated 3 years ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observer…☆126Updated 10 months ago
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆40Updated last year
- Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.☆79Updated 2 years ago
- ☆14Updated last year
- ☆52Updated 2 years ago
- A toolkit for hybrid log parsing☆18Updated 2 years ago
- log anomaly detection via BERT