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UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks

UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks

6 December 2021
Yichen Zhu
Weibin Meng
Ying Liu
Shenglin Zhang
Tao Han
Shimin Tao
Dan Pei
    MoE
ArXivPDFHTML

Papers citing "UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks"

7 / 7 papers shown
Title
LogLM: From Task-based to Instruction-based Automated Log Analysis
LogLM: From Task-based to Instruction-based Automated Log Analysis
Yilun Liu
Yuhe Ji
Shimin Tao
Minggui He
Weibin Meng
Shenglin Zhang
Yongqian Sun
Yuming Xie
Boxing Chen
Hao Yang
45
2
0
10 Jan 2025
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models
Lipeng Ma
Weidong Yang
Sihang Jiang
Ben Fei
Mingjie Zhou
Shuhao Li
Bo Xu
Bo Xu
Yanghua Xiao
49
0
0
03 Sep 2024
Make A Long Image Short: Adaptive Token Length for Vision Transformers
Make A Long Image Short: Adaptive Token Length for Vision Transformers
Yuqin Zhu
Yichen Zhu
ViT
51
17
0
05 Jul 2023
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities
  and Challenges
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges
Qian Cheng
Doyen Sahoo
Amrita Saha
Wenjing Yang
Chenghao Liu
Gerald Woo
Manpreet Singh
Silvio Saverese
S. Hoi
27
17
0
10 Apr 2023
LogAI: A Library for Log Analytics and Intelligence
LogAI: A Library for Log Analytics and Intelligence
Qian Cheng
Amrita Saha
Wenjing Yang
Chenghao Liu
Doyen Sahoo
Steven C. H. Hoi
14
5
0
31 Jan 2023
Leveraging Log Instructions in Log-based Anomaly Detection
Leveraging Log Instructions in Log-based Anomaly Detection
Jasmin Bogatinovski
Gjorgji Madjarov
S. Nedelkoski
Jorge Cardoso
O. Kao
9
4
0
07 Jul 2022
Failure Identification from Unstable Log Data using Deep Learning
Failure Identification from Unstable Log Data using Deep Learning
Jasmin Bogatinovski
S. Nedelkoski
Li Wu
Jorge Cardoso
O. Kao
13
3
0
06 Apr 2022
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