Concepedia

Closed-loop Automation

Closed-Loop Automation is a network automation framework that continuously monitors system behavior and dynamically adjusts configurations in response to observed deviations from desired states, distinguishing itself from open-loop approaches through its reliance on real-time feedback and control-loop mechanisms to ensure autonomous self-correction and policy adherence.

28

Publications

1.4K

Citations

98

Authors

38

Institutions

Publications per year

2017–2026

20

Parents

Publications

28

AI-Driven Zero Touch Network and Service Management in 5G and Beyond: Challenges and Research Directions

Chafika Benzaïd, Tarik Taleb · IEEE Network · 2020 · 298 citations · Full text

, , +10

A Survey on Intent-Based Networking

Aris Leivadeas, Matthias Falkner · IEEE Communications Surveys & Tutorials · 2022 · 248 citations

, , +15

ColO-RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms

Michele Polese, Leonardo Bonati, Salvatore D’Oro et al. · IEEE Transactions on Mobile Computing · 2022 · 201 citations

, , +14

2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA)

2018 · 65 citations · Full text

, , +14

2018 Fourth International Conference on Computing Communication Control and Automation

2018 · 60 citations · Full text

, , +14

1–5 of 28

Authors

98

  1. TP
    Tony Pink

    National Oilwell Varco (United States), United States

    2 publications · 45 citations

    2

    h-index

  2. PH
    Pedro Henrique Gomes

    University of Southern California, United States

    2 publications · 52 citations

    2

    h-index

  3. VV
    Volodymyr Vasyutynskyy

    Technische Universität Dresden, Germany

    1 publications · 42 citations

    1

    h-index

  4. SK
    Swarup Kumar Mohalik

    General Motors (India), India

    1 publications · 34 citations

    1

    h-index

  5. AD
    Alessio Diamanti

    Conservatoire National des Arts et Métiers, France

    1 publications · 15 citations

    1

    h-index

1–5 of 98

Institutions

38

  1. Aalto University

    Espoo, Finland

    2 h-index

    3 publications

    608 citations

  2. Cisco Systems (Canada)

    Edmonton, Canada

    1 h-index

    1 publications

    248 citations

  3. Innovative Wireless Technologies (United States)

    Lynchburg, United States

    1 h-index

    3 publications

    87 citations

  4. Woxsen School of Business

    Hyderabad, India

    1 h-index

    1 publications

    29 citations

  5. National and Kapodistrian University of Athens

    Athens, Greece

    1 h-index

    6 publications

    102 citations

  6. University of Waterloo

    Waterloo, Canada

    1 h-index

    5 publications

    110 citations

  7. University of Utah

    Salt Lake City, United States

    1 h-index

    1 publications

    19 citations

  8. Toshiba (United Kingdom)

    Weybridge, United Kingdom

    1 h-index

    1 publications

    17 citations

1–8 of 38

Venues

  1. 1

    h-index

  2. IEEE Transactions on Network and Service Management

    TNSM · 1 publications · 15 citations

    1

    h-index

  3. Journal of Network and Systems Management

    1 publications · 18 citations

    1

    h-index

  4. SLAS TECHNOLOGY

    1 publications · 47 citations

    1

    h-index

  5. USENIX Large Installation Systems Administration Conference

    Conference · 1 publications · 13 citations

    1

    h-index

1–5