Concepedia

Cloud Demand Forecasting

Cloud Demand Forecasting is a predictive modeling approach that estimates future utilization of cloud computing resources by analyzing historical usage patterns, system metrics, and external variables to support capacity planning and resource allocation in cloud environments.

39

Publications

1.4K

Citations

127

Authors

66

Institutions

Publications per year

2017–2026

22

Parents

Publications

39

Pricing cloud bandwidth reservations under demand uncertainty

Di Niu, Chen Feng, Baochun Li · 2012 · 110 citations

, , +17

ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning

Yexi Jiang, Chang-Shing Perng, Tao Li et al. · 2011 · 79 citations

, , +16

Self-Adaptive Prediction of Cloud Resource Demands Using Ensemble Model and Subtractive-Fuzzy Clustering Based Fuzzy Neural Network

Zhijia Chen, Yuanchang Zhu, Yanqiang Di et al. · Computational Intelligence and Neuroscience · 2015 · 76 citations · Full text

, , +17

Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization

Bratislav Predić, Luka Jovanović, Vladimir Šimić et al. · Complex & Intelligent Systems · 2023 · 67 citations · Full text

, , +15

A hybrid wavelet decomposer and GMDH-ELM ensemble model for Network function virtualization workload forecasting in cloud computing

Sima Jeddi, Saeed Sharifian · Applied Soft Computing · 2019 · 63 citations

, , +17

1–5 of 39

Authors

127

  1. CP
    Chang-Shing Perng

    IBM (United States), United States

    3 publications · 147 citations

    3

    h-index

  2. RC
    Rong Chang

    IBM (United States), United States

    3 publications · 147 citations

    3

    h-index

  3. YJ
    Yexi Jiang

    Florida International University, United States

    3 publications · 147 citations

    3

    h-index

  4. SS
    Saeed Sharifian

    Amirkabir University of Technology, Iran

    3 publications · 141 citations

    3

    h-index

  5. BL
    Baochun Li

    University of Toronto, Canada

    2 publications · 164 citations

    2

    h-index

1–5 of 127

Institutions

66

  1. Florida International University

    Miami, United States

    4 h-index

    6 publications

    250 citations

  2. Amirkabir University of Technology

    Tehran, Iran

    4 h-index

    7 publications

    318 citations

  3. IBM (United States)

    Armonk, United States

    3 h-index

    7 publications

    373 citations

  4. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    4 publications

    136 citations

  5. University of Toronto

    Toronto, Canada

    2 h-index

    6 publications

    492 citations

  6. University of Miami

    Coral Gables, United States

    2 h-index

    4 publications

    262 citations

  7. Research Triangle Park Foundation

    Durham, United States

    2 h-index

    14 publications

    168 citations

  8. National Tsing Hua University

    Hsinchu, Taiwan

    2 h-index

    3 publications

    140 citations

1–8 of 66

Venues

  1. The Journal of Supercomputing

    2 publications · 119 citations

    2

    h-index

  2. Future Generation Computer Systems

    FGCS · 2 publications · 81 citations

    2

    h-index

  3. IEEE Transactions on Services Computing

    2 publications · 70 citations

    2

    h-index

  4. Business Informatics

    1 publications · 14 citations

    1

    h-index

  5. Proceedings of the IEEE

    1 publications · 58 citations

    1

    h-index

1–5