Concepedia

Device-aware Placement

Device-Aware Placement is a service placement strategy that belongs to the class of edge computing resource allocation methods, distinguished by its explicit consideration of heterogeneous device capabilities, constraints, and operational contexts in determining optimal deployment locations for edge services.

12

Publications

781

Citations

58

Authors

23

Institutions

Publications per year

2017–2026

10

Parents

Publications

12

Device Placement Optimization with Reinforcement Learning

Azalia Mirhoseini, Hieu Pham, Quoc V. Le et al. · arXiv (Cornell University) · 2017 · 222 citations · Full text

, , +17

Resource Allocation and 3-D Placement for UAV-Enabled Energy-Efficient IoT Communications

Yanming Liu, Kai Liu, Jinglin Han et al. · IEEE Internet of Things Journal · 2020 · 131 citations

, , +16

Device Placement Optimization with Reinforcement Learning

Azalia Mirhoseini, Hieu Pham, Quoc V. Le et al. · arXiv (Cornell University) · 2017 · 121 citations · Full text

, , +17

A Hierarchical Model for Device Placement

Azalia Mirhoseini, Anna Goldie, Hieu Pham et al. · International Conference on Learning Representations · 2018 · 91 citations

, , +15

Spotlight: Optimizing Device Placement for Training Deep Neural Networks

Yuanxiang Gao, Li Chen, Baochun Li · International Conference on Machine Learning · 2018 · 57 citations

, , +14

1–5 of 12

Authors

58

  1. JD
    Jeff Dean

    Google (United States), United States

    3 publications · 434 citations

    3

    h-index

  2. BS
    Benoit Steiner

    Google (United States), United States

    3 publications · 434 citations

    3

    h-index

  3. AM
    Azalia Mirhoseini

    Google (United States), United States

    3 publications · 434 citations

    3

    h-index

  4. QV
    Quoc V. Le

    Google (United States), United States

    3 publications · 434 citations

    3

    h-index

  5. RL
    Rasmus Larsen

    Technical University of Denmark, Denmark

    2 publications · 343 citations

    2

    h-index

1–5 of 58

Institutions

23

  1. Google (United States)

    Mountain View, United States

    3 h-index

    25 publications

    3.9K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    133 citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    1 h-index

    1 publications

    15 citations

  4. University of Delaware

    Newark, United States

    1 h-index

    1 publications

    131 citations

  5. Beihang University

    Beijing, China

    1 h-index

    5 publications

    655 citations

  6. China Medical University Hospital

    Taichung, Taiwan

    1 h-index

    1 publications

    24 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    24 citations

  8. Northeastern University

    Boston, United States

    1 h-index

    1 publications

    15 citations

1–8 of 23

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 358 citations

    3

    h-index

  2. The Journal of Supercomputing

    1 publications · 44 citations

    1

    h-index

  3. IEEE Internet of Things Journal

    1 publications · 131 citations

    1

    h-index

  4. Mobile Networks and Applications

    MONET · 1 publications · 24 citations

    1

    h-index

  5. Wireless Networks

    1 publications · 20 citations

    1

    h-index

1–5