Concepedia

Application Log Analysis

Application Log Analysis is a methodological framework within log analysis that specifically involves the systematic examination, interpretation, and extraction of meaningful patterns, anomalies, and operational insights from application-generated log data to support software reliability, performance optimization, and fault diagnosis.

50

Publications

2.5K

Citations

166

Authors

59

Institutions

Publications per year

2017–2026

22

Parents

Publications

50

Advances and challenges in log analysis

Adam J. Oliner, Archana Ganapathi, Wei Xü · Communications of the ACM · 2012 · 288 citations

, , +16

Kernel-based Behavior Analysis for Android Malware Detection

Takamasa Isohara, Keisuke Takemori, Ayumu Kubota · 2011 · 189 citations

, , +15

A Lightweight Algorithm for Message Type Extraction in System Application Logs

Adetokunbo Makanju, A. Nur Zincir‐Heywood, Evangelos Milios · IEEE Transactions on Knowledge and Data Engineering · 2011 · 146 citations

, , +14

Anomaly Detection Using Program Control Flow Graph Mining From Execution Logs

Animesh Nandi, Atri Mandal, Shubham Atreja et al. · 2016 · 143 citations

, , +14

LogLens: A Real-Time Log Analysis System

Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar et al. · 2018 · 109 citations

, , +14

1–5 of 50

Authors

166

  1. AE
    Ahmed E. Hassan

    Queen's University, Canada

    6 publications · 416 citations

    6

    h-index

  2. ZM
    Zhen Ming Jiang

    Queen's University, Canada

    4 publications · 244 citations

    4

    h-index

  3. PF
    Parminder Flora

    Queen's University, Canada

    4 publications · 238 citations

    4

    h-index

  4. WS
    Weiyi Shang

    Concordia University, Canada

    3 publications · 203 citations

    3

    h-index

  5. AP
    Antonio Pecchia

    University of Naples Federico II, Italy

    2 publications · 55 citations

    2

    h-index

1–5 of 166

Institutions

59

  1. Queen's University

    Kingston, Canada

    7 h-index

    16 publications

    947 citations

  2. Google (United States)

    Mountain View, United States

    4 h-index

    17 publications

    645 citations

  3. Berkeley College

    New York, United States

    4 h-index

    11 publications

    813 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    12 publications

    420 citations

  5. Blackberry (Canada)

    Waterloo, Canada

    4 h-index

    9 publications

    547 citations

  6. University of California, Berkeley

    Berkeley, United States

    3 h-index

    7 publications

    389 citations

  7. University of Naples Federico II

    Naples, Italy

    2 h-index

    5 publications

    141 citations

  8. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    4 publications

    61 citations

1–8 of 59

Venues

  1. Empirical Software Engineering

    3 publications · 227 citations

    3

    h-index

  2. 1

    h-index

  3. International Journal of Machine Learning and Computing

    IJMLC · 1 publications · 16 citations

    1

    h-index

  4. Education and Information Technologies

    1 publications · 21 citations

    1

    h-index

  5. Knowledge-Based Systems

    1 publications · 24 citations

    1

    h-index

1–5