Concepedia

Forecast Drift Detection

Forecast Drift Detection is a monitoring methodology in cloud forecasting that identifies systematic deviations between predicted and actual cloud resource demands over time, distinguishing itself by focusing on sustained performance degradation due to temporal distributional shifts in workload patterns.

8

Publications

264

Citations

33

Authors

21

Institutions

Publications per year

2017–2026

4

Parents

Publications

8

Automatic monitoring of forecast errors

Everette S. Gardner · Journal of Forecasting · 1983 · 70 citations

, , +16

An effective hybrid approach based on grey and ARMA for forecasting gyro drift

Changhua Hu · Chaos Solitons & Fractals · 2006 · 59 citations

, , +12

Mitigating concept drift challenges in evolving smart grids: An adaptive ensemble LSTM for enhanced load forecasting

Abdul Azeem, Idris Ismail, Syed Sheeraz Mohani et al. · Energy Reports · 2025 · 35 citations · Full text

, , +17

Proactive QC: A Fully Flow-Dependent Quality Control Scheme Based on EFSO

Daisuke Hotta, Tse‐Chun Chen, Eugenia Kalnay et al. · Monthly Weather Review · 2017 · 30 citations

, , +12

Analysis of the Integration of Drift Detection Methods in Learning Algorithms for Electrical Consumption Forecasting in Smart Buildings

Deyslen Mariano-Hernández, Luís Hernández-Callejo, Martín Solís et al. · Sustainability · 2022 · 22 citations · Full text

, , +17

1–5 of 8

Authors

33

  1. KU
    Kamaluddeen Usman Danyaro

    Universiti Teknologi Petronas, Malaysia

    1 publications · 35 citations

    1

    h-index

  2. ES
    Everette S. Gardner

    University of Houston, United States

    1 publications · 70 citations

    1

    h-index

  3. AO
    Adalberto Ospino Castro

    University of the Coast, Colombia

    1 publications · 22 citations

    1

    h-index

  4. BA
    Bing Ai

    Huazhong University of Science and Technology, China

    1 publications · 20 citations

    1

    h-index

  5. AA
    Abdul Azeem

    Universiti Teknologi Petronas, Malaysia

    1 publications · 35 citations

    1

    h-index

1–5 of 33

Institutions

21

  1. TU Dortmund University

    Dortmund, Germany

    1 h-index

    2 publications

    32 citations

  2. Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology

    Karachi, Pakistan

    1 h-index

    1 publications

    35 citations

  3. Dartmouth College

    Hanover, United States

    1 h-index

    1 publications

    70 citations

  4. College of Business Administration

    Riga, Latvia

    1 h-index

    1 publications

    70 citations

  5. Universiti Teknologi Petronas

    Ipoh, Malaysia

    1 h-index

    4 publications

    140 citations

  6. University of Cuenca

    Cuenca, Ecuador

    1 h-index

    1 publications

    22 citations

  7. Xi'an High Tech University

    Xi'an, China

    1 h-index

    2 publications

    118 citations

  8. Instituto Tecnológico de Santo Domingo

    Santo Domingo, Dominican Republic

    1 h-index

    2 publications

    44 citations

1–8 of 21

Venues

  1. Journal of Forecasting

    1 publications · 70 citations

    1

    h-index

  2. Sustainability

    1 publications · 22 citations

    1

    h-index

  3. Monthly Weather Review

    1 publications · 30 citations

    1

    h-index

  4. Journal of Process Control

    1 publications · 20 citations

    1

    h-index

  5. Chaos Solitons & Fractals

    1 publications · 59 citations

    1

    h-index

1–5