Concepedia

Training Orchestration

Training Orchestration is a methodological framework within vine architecture that systematically coordinates the scheduling, resource allocation, and execution of distributed machine learning training tasks to optimize efficiency, scalability, and convergence behavior.

6

Publications

1.1K

Citations

56

Authors

6

Institutions

Publications per year

2017–2026

5

Parents

Publications

6

Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Kim Hazelwood, Sarah Bird, David Brooks et al. · 2018 · 590 citations

, , +14

TFX

Denis Baylor, Eric Breck, Heng-Tze Cheng et al. · 2017 · 328 citations · Full text

, , +17

Learning design as a vehicle for developing TPACK in blended teacher training on technology enhanced learning

Kyparisia Papanikolaou, Katerina Makri · International Journal of Educational Technology in Higher Education · 2017 · 92 citations · Full text

, , +17

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

Elias De Coninck, Steven Bohez, Sam Leroux et al. · Journal of Systems and Software · 2018 · 29 citations · Full text

, , +12

On the Orchestration of Federated Learning through Vehicular Knowledge Networking

Duncan Deveaux, Takamasa Higuchi, Seyhan Uçar et al. · 2020 · 23 citations

, , +16

1–5 of 6

Authors

56

  1. NF
    Noah Fiedel

    Google (United States), United States

    1 publications · 328 citations

    1

    h-index

  2. KP
    Kyparisia Papanikolaou

    National and Kapodistrian University of Athens, Greece

    1 publications · 92 citations

    1

    h-index

  3. JW
    Jarek Wilkiewicz

    Google (United States), United States

    1 publications · 328 citations

    1

    h-index

  4. CY
    Chuan Yu Foo

    Google (United States), United States

    1 publications · 328 citations

    1

    h-index

  5. UD
    Utku Diril

    Meta (United States), United States

    1 publications · 590 citations

    1

    h-index

1–5 of 56

Institutions

6

  1. EURECOM

    Valbonne, France

    1 h-index

    2 publications

    46 citations

  2. Ghent University

    Ghent, Belgium

    1 h-index

    7 publications

    203 citations

  3. Toyota Motor North America (United States)

    Torrance, United States

    1 h-index

    4 publications

    92 citations

  4. School of Pedagogical and Technological Education

    Marousi, Greece

    1 h-index

    2 publications

    184 citations

  5. Google (United States)

    Mountain View, United States

    1 h-index

    21 publications

    6.9K citations

  6. Meta (Israel)

    Tel Aviv, Israel

    1 h-index

    17 publications

    10K citations

1–6 of 6

Venues

  1. 1

    h-index

  2. Journal of Systems and Software

    JSS · 1 publications · 29 citations

    1

    h-index

1–2