Concepedia

Log Classification

Log Classification is a systematic method within log analysis that categorizes log entries into predefined classes based on their semantic content, origin, or operational context to support efficient processing, monitoring, and compliance in accordance with a logging policy.

72

Publications

3K

Citations

262

Authors

119

Institutions

Publications per year

2017–2026

36

Parents

Publications

72

LogCluster - A data clustering and pattern mining algorithm for event logs

Risto Vaarandi, Mauno Pihelgas · 2015 · 244 citations

, , +15

Activity logging using lightweight classification techniques in mobile devices

Henar Martín, Ana M. Bernardos, Josué Iglesias et al. · Personal and Ubiquitous Computing · 2012 · 177 citations

, , +14

Learning to Log: Helping Developers Make Informed Logging Decisions

Jieming Zhu, Pinjia He, Qiang Fu et al. · 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering · 2015 · 160 citations

, , +12

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs

Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker et al. · 2020 · 152 citations

, , +10

Learning to log: helping developers make informed logging decisions

NOVA (University of Newcastle Australia) · 2015 · 123 citations

, , +12

1–5 of 72

Authors

262

  1. SZ
    Shenglin Zhang

    Tsinghua University, China

    4 publications · 211 citations

    4

    h-index

  2. DP
    Dan Pei

    Tsinghua University, China

    4 publications · 211 citations

    4

    h-index

  3. WM
    Weibin Meng

    Tsinghua University, China

    4 publications · 211 citations

    4

    h-index

  4. FZ
    Federico Zaiter

    Tsinghua University, China

    3 publications · 161 citations

    3

    h-index

  5. SY
    Shi Ying

    Wuhan University, China

    3 publications · 146 citations

    3

    h-index

1–5 of 262

Institutions

119

  1. Nankai University

    Tianjin, China

    5 h-index

    9 publications

    400 citations

  2. China University of Geosciences

    Wuhan, China

    4 h-index

    19 publications

    693 citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    14 publications

    741 citations

  4. Wuhan University

    Wuhan, China

    3 h-index

    16 publications

    808 citations

  5. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    76 citations

  6. National Engineering Research Center for Information Technology in Agriculture

    Beijing, China

    3 h-index

    14 publications

    741 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    547 citations

  8. Huawei Technologies (China)

    Shenzhen, China

    3 h-index

    6 publications

    263 citations

1–8 of 119

Venues

  1. Journal of Petroleum Science and Engineering

    5 publications · 183 citations

    5

    h-index

  2. IEEE Transactions on Network and Service Management

    TNSM · 2 publications · 131 citations

    2

    h-index

  3. Empirical Software Engineering

    2 publications · 63 citations

    2

    h-index

  4. Information Processing & Management

    2 publications · 50 citations

    2

    h-index

  5. Molecular Diversity

    1 publications · 32 citations

    1

    h-index

1–5