Concepedia

Distributed Model Execution

Distributed Model Execution is a model execution paradigm in which computational tasks associated with a model are partitioned and processed across multiple interconnected computing nodes, distinguished by its orchestration of concurrent, geographically or logically separated resources to enhance scalability, fault tolerance, and efficiency in executing complex models.

103

Publications

4.8K

Citations

322

Authors

129

Institutions

Publications per year

2017–2026

20

Parents

Publications

103

Tune: A Research Platform for Distributed Model Selection and Training

Richard Liaw, Eric Liang, Robert Nishihara et al. · arXiv (Cornell University) · 2018 · 619 citations · Full text

, , +12

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Eunjeong Jeong, Seungeun Oh, Hyesung Kim et al. · arXiv (Cornell University) · 2018 · 443 citations · Full text

, , +17

Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches

Fan Meng, Peng Chen, Lenan Wu et al. · IEEE Transactions on Wireless Communications · 2020 · 284 citations

, , +16

A Framework for Designing the Architectures of Deep Convolutional Neural Networks

Saleh Albelwi, Ausif Mahmood · Entropy · 2017 · 274 citations · Full text

, , +13

A Distributed Model for Mobile Robot Environment-Learning and Navigation

Maja J. Matarić · DSpace@MIT (Massachusetts Institute of Technology) · 1990 · 196 citations

, , +17

1–5 of 103

Authors

322

  1. SJ
    Simon J. E. Taylor

    Brunel University of London, United Kingdom

    4 publications · 99 citations

    4

    h-index

  2. VS
    Vittorio Scarano

    University of Salerno, Italy

    3 publications · 98 citations

    3

    h-index

  3. AG
    Andrea Giglio

    University of Rome Tor Vergata, Italy

    3 publications · 49 citations

    3

    h-index

  4. PB
    Paolo Bocciarelli

    University of Rome Tor Vergata, Italy

    3 publications · 49 citations

    3

    h-index

  5. GD
    Gabriele D’Angelo

    University of Bologna, Italy

    3 publications · 80 citations

    3

    h-index

1–5 of 322

Institutions

129

  1. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    12 publications

    180 citations

  2. University of Bologna

    Bologna, Italy

    3 h-index

    8 publications

    212 citations

  3. Mitre (United States)

    Bedford, United States

    3 h-index

    4 publications

    165 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    10 publications

    341 citations

  5. Verimag

    Gières, France

    3 h-index

    10 publications

    386 citations

  6. University of Rome Tor Vergata

    Rome, Italy

    3 h-index

    10 publications

    171 citations

  7. Arizona State University

    Tempe, United States

    2 h-index

    3 publications

    52 citations

  8. Referentia Systems (United States)

    Honolulu, United States

    2 h-index

    2 publications

    81 citations

1–8 of 129

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 1.1K citations

    4

    h-index

  2. Decision Support Systems

    3 publications · 64 citations

    3

    h-index

  3. SIMULATION

    3 publications · 91 citations

    3

    h-index

  4. IEEE Transactions on Software Engineering

    TSE · 3 publications · 228 citations

    3

    h-index

  5. Winter Simulation Conference

    Conference · 2 publications · 59 citations

    2

    h-index

1–5