Concepedia

Offloading Decision Making

Offloading Decision Making is a computational decision-making process that determines whether and how tasks should be transferred from a resource-constrained device to external, more capable systems based on optimization criteria such as latency, energy consumption, and computational load.

144

Publications

8.8K

Citations

518

Authors

213

Institutions

Publications per year

2017–2026

114

Parents

Publications

144

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

Xianfu Chen, Honggang Zhang, Celimuge Wu et al. · IEEE Internet of Things Journal · 2018 · 688 citations

, , +16

Multiuser Joint Task Offloading and Resource Optimization in Proximate Clouds

Xinchen Lyu, Hui Tian, Cigdem Sengul et al. · IEEE Transactions on Vehicular Technology · 2016 · 407 citations

, , +17

Task Offloading and Resource Allocation for Mobile Edge Computing by Deep Reinforcement Learning Based on SARSA

Taha Alfakih, Mohammad Mehedi Hassan, Abdu Gumaei et al. · IEEE Access · 2020 · 316 citations · Full text

, , +17

Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach

Qi Qi, Jingyu Wang, Zhanyu Ma et al. · IEEE Transactions on Vehicular Technology · 2019 · 272 citations

, , +14

Computation Offloading and Content Caching in Wireless Blockchain Networks With Mobile Edge Computing

Mengting Liu, F. Richard Yu, Yinglei Teng et al. · IEEE Transactions on Vehicular Technology · 2018 · 244 citations

, , +15

1–5 of 144

Authors

518

  1. SM
    Shiwen Mao

    Auburn University, United States

    4 publications · 892 citations

    4

    h-index

  2. MB
    Mehdi Bennis

    University of Oulu, Finland

    4 publications · 269 citations

    4

    h-index

  3. HZ
    Honggang Zhang

    Zhejiang University, China

    4 publications · 892 citations

    4

    h-index

  4. CT
    Chen‐Khong Tham

    National University of Singapore, Singapore

    4 publications · 189 citations

    4

    h-index

  5. YJ
    Yusheng Ji

    National Institute of Informatics, Japan

    4 publications · 892 citations

    4

    h-index

1–5 of 518

Institutions

213

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    10 h-index

    39 publications

    4.8K citations

  2. Central South University

    Changsha, China

    6 h-index

    18 publications

    1.1K citations

  3. National University of Singapore

    Singapore, Singapore

    5 h-index

    11 publications

    420 citations

  4. Zhejiang University

    Hangzhou, China

    5 h-index

    5 publications

    1K citations

  5. Tianjin University

    Tianjin, China

    4 h-index

    7 publications

    676 citations

  6. University of Waterloo

    Waterloo, Canada

    4 h-index

    10 publications

    557 citations

  7. National Taiwan University

    Taipei, Taiwan

    4 h-index

    7 publications

    239 citations

  8. Auburn University

    Auburn, United States

    3 h-index

    3 publications

    871 citations

1–8 of 213

Venues

  1. IEEE Internet of Things Journal

    12 publications · 1.6K citations

    11

    h-index

  2. IEEE Transactions on Vehicular Technology

    8 publications · 1.1K citations

    8

    h-index

  3. IEEE Access

    8 publications · 541 citations

    8

    h-index

  4. IEEE Transactions on Wireless Communications

    5 publications · 580 citations

    5

    h-index

  5. Sensors

    4 publications · 114 citations

    4

    h-index

1–5