Concepedia

Resource Consumption Forecasting

Resource Consumption Forecasting is a predictive modeling technique that specifically estimates future utilization levels of computational, storage, and network resources in cloud environments based on historical usage patterns and system dynamics.

189

Publications

8.3K

Citations

675

Authors

300

Institutions

Publications per year

2017–2026

96

Parents

Publications

189

On the Use of Machine Learning to Predict the Time and Resources Consumed by Applications

Andréa Matsunaga, J.A.B. Fortes · 2010 · 200 citations

, , +17

Experiences with predicting resource performance on-line in computational grid settings

Rich Wolski · ACM SIGMETRICS Performance Evaluation Review · 2003 · 176 citations

, , +15

The application of life cycle assessment in buildings: challenges, and directions for future research

Abdulrahman Fnais, Yacine Rezgui, Ioan Petri et al. · The International Journal of Life Cycle Assessment · 2022 · 174 citations · Full text

, , +16

Data center growth in the United States: decoupling the demand for services from electricity use

Arman Shehabi, Sarah Smith, Eric Masanet et al. · Environmental Research Letters · 2018 · 169 citations · Full text

, , +16

Virtual Machine Consolidation with Multiple Usage Prediction for Energy-Efficient Cloud Data Centers

Nguyen Trung Hieu, Mario Di Francesco, Antti Ylä-Jääski · IEEE Transactions on Services Computing · 2017 · 165 citations · Full text

, , +17

1–5 of 189

Authors

675

  1. RW
    Rich Wolski

    University of California, Santa Barbara, United States

    3 publications · 334 citations

    3

    h-index

  2. LL
    Lu Liu

    University of Derby, United Kingdom

    3 publications · 71 citations

    3

    h-index

  3. KQ
    Kashifuddin Qazi

    Manhattan University, United States

    3 publications · 49 citations

    3

    h-index

  4. JC
    Jian Cao

    Shanghai Jiao Tong University, China

    3 publications · 89 citations

    3

    h-index

  5. JF
    J.A.B. Fortes

    University of Florida, United States

    3 publications · 343 citations

    3

    h-index

1–5 of 675

Institutions

300

  1. Beihang University

    Beijing, China

    5 h-index

    13 publications

    472 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    711 citations

  3. University of Florida

    Gainesville, United States

    4 h-index

    9 publications

    498 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    13 publications

    763 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    16 publications

    791 citations

  6. Institute of Informatics of the Slovak Academy of Sciences

    Bratislava, Slovakia

    3 h-index

    3 publications

    113 citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    344 citations

  8. University of Derby

    Derby, United Kingdom

    3 h-index

    10 publications

    226 citations

1–8 of 300

Venues

  1. Future Generation Computer Systems

    FGCS · 4 publications · 159 citations

    4

    h-index

  2. The Journal of Supercomputing

    4 publications · 117 citations

    4

    h-index

  3. IEEE Access

    4 publications · 201 citations

    4

    h-index

  4. Software Practice and Experience

    3 publications · 147 citations

    3

    h-index

  5. IEEE Transactions on Services Computing

    3 publications · 242 citations

    3

    h-index

1–5