logpai/logzip logpai/logzip

  • Stars
    star
    53
  • Rank 552,529 (Top 11 %)
  • Language
    Python
  • License
    MIT License
  • Created about 5 years ago
  • Updated about 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
logpai/logzip
github

logpai

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

An optimized log compression tool via iterative clustering [ASE'19]

More Repositories

1

loghub

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
1,680
star
2

logparser

A machine learning toolkit for log parsing [ICSE'19, DSN'16]
Python
1,541
star
3

loglizer

A machine learning toolkit for log-based anomaly detection [ISSRE'16]
Jupyter Notebook
1,266
star
4

awesome-log-analysis

A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
695
star
5

Drain3

A robust streaming log template miner based on the Drain algorithm
Python
464
star
6

deep-loglizer

A deep learning toolkit for log-based anomaly detection
Python
217
star
7

Log3C

Log-based impactful problem identification using machine learning [FSE'18]
Python
171
star
8

bughub

A collection of free-text bug reports for duplicate issue identification
113
star
9

loghub-2.0

A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
Python
66
star
10

AutoLog

AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
Java
36
star
11

LILAC

LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]
Python
30
star
12

LogBench

A benchmark for logging statement generation.
Python
17
star
13

hybridlogparser

A toolkit for hybrid log parsing
Python
16
star
14

LoggingDescriptions

Characterizing the natural language descriptions in software logging statements [ASE'18]
16
star
15

LogAdvisor

Learning to log: A framework for determining optimal logging points [ICSE'15, ICSE'14]
C#
14
star
16

logpai.github.io

JavaScript
1
star