Concepedia

Log Parsing

Log Parsing is the process of structuring unstructured log data by identifying and extracting semantic elements, such as templates and parameters, to transform raw log messages into a machine-readable format for analysis and management.

94

Publications

6.5K

Citations

287

Authors

111

Institutions

Publications per year

2017–2026

67

Parents

Publications

94

Drain: An Online Log Parsing Approach with Fixed Depth Tree

Pinjia He, Jieming Zhu, Zibin Zheng et al. · 2017 · 813 citations

, , +16

Tools and Benchmarks for Automated Log Parsing

Jieming Zhu, Shilin He, Jinyang Liu et al. · 2019 · 514 citations

, , +15

Spell: Streaming Parsing of System Event Logs

Min Du, Li Fei-Fei · 2016 · 387 citations

, , +17

Log-based Anomaly Detection Without Log Parsing

Van-Hoang Le, Hongyu Zhang · 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2021 · 249 citations

, , +12

An Evaluation Study on Log Parsing and Its Use in Log Mining

Pinjia He, Jieming Zhu, Shilin He et al. · 2016 · 231 citations

, , +11

1–5 of 94

Authors

287

  1. PH
    Pinjia He

    Chinese University of Hong Kong, Shenzhen, China

    10 publications · 2.1K citations

    11

    h-index

  2. MR
    Michael R. Lyu

    Chinese University of Hong Kong, Hong Kong SAR China

    9 publications · 2K citations

    10

    h-index

  3. SH
    Shilin He

    Chinese University of Hong Kong, Hong Kong SAR China

    8 publications · 1.2K citations

    8

    h-index

  4. JZ
    Jieming Zhu

    Huawei Technologies (China), China

    7 publications · 1.9K citations

    7

    h-index

  5. ST
    Shimin Tao

    Huawei Technologies (China), China

    4 publications · 135 citations

    5

    h-index

1–5 of 287

Institutions

111

  1. Huawei Technologies (China)

    Shenzhen, China

    11 h-index

    24 publications

    1.5K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    9 h-index

    25 publications

    4.4K citations

  3. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    7 h-index

    14 publications

    2.2K citations

  4. Sun Yat-sen University

    Guangzhou, China

    7 h-index

    7 publications

    1.6K citations

  5. Tsinghua University

    Beijing, China

    6 h-index

    13 publications

    482 citations

  6. Concordia University

    Montreal, Canada

    6 h-index

    17 publications

    1.3K citations

  7. University of Newcastle Australia

    Newcastle, Australia

    5 h-index

    6 publications

    804 citations

  8. Chongqing University

    Chongqing, China

    5 h-index

    12 publications

    426 citations

1–8 of 111

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 147 citations

    4

    h-index

  2. 3

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 179 citations

    2

    h-index

  4. IEEE Access

    2 publications · 34 citations

    2

    h-index

  5. 2

    h-index

1–5