Alternatives and similar repositories for LILAC

Users that are interested in LILAC are comparing it to the libraries listed below

• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆110Updated 9 months ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆61Updated last week
• logpai / hybridlogparser
  A toolkit for hybrid log parsing
  ☆18Updated last year
• ginolzh / Variable_Aware_Log_Abstraction
  ☆9Updated last year
• phamquiluan / RCAEval
  [ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065
  ☆47Updated 3 weeks ago
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆39Updated last year
• IntelligentDDS / Nezha
  The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023
  ☆52Updated 2 weeks ago
• IntelligentDDS / LogShrink
  LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data [ICSE'24 early]
  ☆18Updated last year
• gaiusyu / Denum
  A log compression tool (ASE2024)
  ☆12Updated last month
• LogIntelligence / log-analytics-chatgpt
  Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)
  ☆21Updated last year
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆70Updated 10 months ago
• LogIntelligence / LogBatcher
  Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
  ☆14Updated last month
• Jun-jie-Huang / awesome-LLM-AIOps
  A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operat…
  ☆212Updated last month
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆195Updated 8 months ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆75Updated 2 years ago
• microsoft / OpenRCA
  [ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
  ☆78Updated last month
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆90Updated 2 months ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆19Updated 3 months ago
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆33Updated last week
• LogIntelligence / PreLog
  Code for "Pre-training with Contrastive Learning for Unified Log Analytics"
  ☆16Updated last year
• phamquiluan / baro
  [FSE'24 - 🏆 Best Artifact Award] BARO: Robust Root Cause Analysis for Microservice Systems.
  ☆36Updated 5 months ago
• AIOps-LogDB / MultiLog-Dataset
  ☆11Updated last year
• zeyang919 / LLMParser
  ☆40Updated 11 months ago
• NetManAIOps / TraceRCA
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
  ☆87Updated 2 years ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆55Updated 2 years ago
• LeaperOvO / KnowLog
  ☆43Updated last year
• yinfangchen / cloud-incident-lit
  Cloud incidents/failures related work.
  ☆17Updated 4 months ago
• IntelligentDDS / LogReducer
  ☆12Updated 2 years ago
• lunyiliu / LogPrompt
  ☆62Updated 7 months ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆131Updated last year