Concepedia

Machine Learning-based Load Balancing

Machine Learning-Based Load Balancing is a load balancing approach that employs machine learning algorithms to dynamically predict and distribute workloads across computing resources by learning from historical and real-time system performance data.

122

Publications

3.8K

Citations

411

Authors

199

Institutions

Publications per year

2017–2026

97

Parents

Publications

122

Machine Learning-Based Load Balancing Algorithms in Future Heterogeneous Networks: A Survey

Emre Güreş, Ibraheem Shayea, Mustafa Ergen et al. · IEEE Access · 2022 · 107 citations · Full text

, , +12

Load Balancing for Ultradense Networks: A Deep Reinforcement Learning-Based Approach

IEEE Internet of Things Journal · 2019 · 98 citations · Full text

, , +15

Smart Congestion Control in 5G/6G Networks Using Hybrid Deep Learning Techniques

Saif E. A. Alnawayseh, Waleed T. Al-Sit, Taher M. Ghazal · Complexity · 2022 · 88 citations · Full text

, , +17

Adaptive sliding windows for improved estimation of data center resource utilization

Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Ll. Berral et al. · Future Generation Computer Systems · 2019 · 80 citations · Full text

, , +15

A multi-objective load balancing algorithm for virtual machine placement in cloud data centers based on machine learning

Arezoo Ghasemi, Abolfazl Toroghi Haghighat · Computing · 2020 · 80 citations

, , +17

1–5 of 122

Authors

411

  1. MA
    Muhammad Aleem

    National University of Computer and Emerging Sciences, Pakistan

    4 publications · 101 citations

    4

    h-index

  2. UA
    Usman Ahmed

    Western Norway University of Applied Sciences, Norway

    4 publications · 124 citations

    4

    h-index

  3. AS
    Adnan Sohail

    Iqra University, Pakistan

    3 publications · 121 citations

    3

    h-index

  4. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    3 publications · 95 citations

    3

    h-index

  5. JL
    Josep Ll. Berral

    Universitat Politècnica de Catalunya, Spain

    3 publications · 183 citations

    3

    h-index

1–5 of 411

Institutions

199

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    7 h-index

    28 publications

    1.2K citations

  2. Universitat Politècnica de Catalunya

    Barcelona, Spain

    4 h-index

    12 publications

    639 citations

  3. Tsinghua University

    Beijing, China

    4 h-index

    6 publications

    168 citations

  4. Western Norway University of Applied Sciences

    Bergen, Norway

    4 h-index

    6 publications

    185 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    8 publications

    184 citations

  6. Western University

    London, Canada

    3 h-index

    8 publications

    264 citations

  7. Qatar University

    Doha, Qatar

    3 h-index

    3 publications

    144 citations

  8. National University of Computer and Emerging Sciences

    Islamabad, Pakistan

    3 h-index

    4 publications

    82 citations

1–8 of 199

Venues

  1. IEEE Access

    7 publications · 383 citations

    7

    h-index

  2. IEEE Internet of Things Journal

    3 publications · 199 citations

    3

    h-index

  3. IEEE Wireless Communications Letters

    2 publications · 43 citations

    2

    h-index

  4. 2

    h-index

  5. IEEE Transactions on Vehicular Technology

    2 publications · 124 citations

    2

    h-index

1–5