Concepedia

Trace Analytics

Trace Analytics is a computational framework that distinguishes itself by enabling the systematic extraction, modeling, and interpretation of performance, behavioral, and causal patterns from distributed trace data to support diagnosis, optimization, and decision-making in distributed systems.

26

Publications

1.1K

Citations

95

Authors

54

Institutions

Publications per year

2017–2026

9

Parents

Publications

26

Research Commentary—Data-Driven Computationally Intensive Theory Development

Nicholas Berente, Stefan Seidel, Hani Safadi · Information Systems Research · 2018 · 206 citations

, , +15

Small data, where n = me

Deborah Estrin · Communications of the ACM · 2014 · 109 citations

, , +6

Graph-based trace analysis for microservice architecture understanding and problem diagnosis

Xiaofeng Guo, Xin Peng, Hanzhang Wang et al. · 2020 · 104 citations

, , +11

A comparative study of dimensionality reduction techniques to enhance trace clustering performances

Minseok Song, Hanna Yang, Seyed Hossein Siadat et al. · Expert Systems with Applications · 2013 · 78 citations

, , +13

Trace data characterization and fitting for Markov modeling

Giuliano Casale, Eddy Z. Zhang, Evgenia Smirni · Performance Evaluation · 2009 · 73 citations

, , +13

1–5 of 26

Authors

95

  1. EF
    Elverton Fazzion

    Universidade Federal de Minas Gerais, Brazil

    1 publications · 13 citations

    1

    h-index

  2. DM
    Duncan McFarlane

    University of Cambridge, United Kingdom

    1 publications · 12 citations

    1

    h-index

  3. BG
    Bernd Grambow

    Laboratoire de Physique Subatomique et des Technologies Associées, France

    1 publications · 17 citations

    1

    h-index

  4. SS
    Stefan Seidel

    University of Liechtenstein, Liechtenstein

    1 publications · 206 citations

    1

    h-index

  5. HZ
    Huachun Zhou

    Beijing Jiaotong University, China

    1 publications · 17 citations

    1

    h-index

1–5 of 95

Institutions

54

  1. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    1 h-index

    2 publications

    26 citations

  2. Cornell University

    Ithaca, United States

    1 h-index

    1 publications

    109 citations

  3. Center for Systems Biology Dresden

    Dresden, Germany

    1 h-index

    2 publications

    54 citations

  4. New York City College of Technology

    Brooklyn, United States

    1 h-index

    1 publications

    109 citations

  5. University of Bologna

    Bologna, Italy

    1 h-index

    3 publications

    57 citations

  6. Kyoto Katsura Hospital

    Kyoto, Japan

    1 h-index

    1 publications

    17 citations

  7. Universidad de Málaga

    Málaga, Spain

    1 h-index

    3 publications

    81 citations

  8. William & Mary

    Williamsburg, United States

    1 h-index

    2 publications

    146 citations

1–8 of 54

Venues

  1. 1

    h-index

  2. International Journal of Ad Hoc and Ubiquitous Computing

    IJAHUC · 1 publications · 17 citations

    1

    h-index

  3. Performance Evaluation

    1 publications · 73 citations

    1

    h-index

  4. Information and Organization

    1 publications · 55 citations

    1

    h-index

  5. Behavior Research Methods

    BRM · 1 publications · 11 citations

    1

    h-index

1–5