Concepedia

Predictive Scaling

Predictive Scaling is an elastic resource management technique that proactively adjusts computing resources based on forecasted workload patterns using historical data and machine learning models to optimize performance and efficiency.

79

Publications

4.6K

Citations

273

Authors

114

Institutions

Publications per year

2017–2026

40

Parents

Publications

79

PRESS: PRedictive Elastic ReSource Scaling for cloud systems

Zhenhuan Gong, Xiaohui Gu, John Wilkes · 2010 · 541 citations

, , +17

Multi-scaling in finance

Tiziana Di Matteo · Quantitative Finance · 2007 · 371 citations · Full text

, , +16

Prediction of Human Pharmacokinetics From Preclinical Information: Comparative Accuracy of Quantitative Prediction Approaches

Natilie Hosea, Wendy T. Collard, Susan Cole et al. · The Journal of Clinical Pharmacology · 2009 · 297 citations

, , +15

Quality-assured cloud bandwidth auto-scaling for video-on-demand applications

Di Niu, Hong Xu, Baochun Li et al. · 2012 · 184 citations

, , +16

Group Contribution Method for Viscosities Based on Entropy Scaling Using the Perturbed-Chain Polar Statistical Associating Fluid Theory

Oliver Lötgering-Lin · Industrial & Engineering Chemistry Research · 2015 · 153 citations

, , +17

1–5 of 79

Authors

273

  1. MA
    Muhammad Abdullah

    University of the Punjab, Pakistan

    5 publications · 221 citations

    5

    h-index

  2. WI
    Waheed Iqbal

    University of the Punjab, Pakistan

    5 publications · 221 citations

    5

    h-index

  3. CL
    Chung–Horng Lung

    Carleton University, Canada

    4 publications · 195 citations

    4

    h-index

  4. SA
    Samuel A. Ajila

    Carleton University, Canada

    4 publications · 195 citations

    4

    h-index

  5. IK
    In Kee Kim

    University of Virginia, United States

    3 publications · 162 citations

    3

    h-index

1–5 of 273

Institutions

114

  1. University of the Punjab

    Lahore, Pakistan

    5 h-index

    14 publications

    550 citations

  2. Carleton University

    Ottawa, Canada

    5 h-index

    15 publications

    633 citations

  3. Information Technology University

    Lahore, Pakistan

    4 h-index

    12 publications

    590 citations

  4. University of Virginia

    Charlottesville, United States

    3 h-index

    10 publications

    478 citations

  5. Qatar University

    Doha, Qatar

    3 h-index

    3 publications

    117 citations

  6. Barcelona Supercomputing Center

    Barcelona, Spain

    2 h-index

    5 publications

    339 citations

  7. Universitat Politècnica de Catalunya

    Barcelona, Spain

    2 h-index

    5 publications

    339 citations

  8. Northeastern University

    Shenyang, China

    2 h-index

    4 publications

    58 citations

1–8 of 114

Venues

  1. 4

    h-index

  2. IEEE Transactions on Cloud Computing

    3 publications · 165 citations

    3

    h-index

  3. IEEE Access

    3 publications · 86 citations

    3

    h-index

  4. Geophysical Journal International

    GJI · 2 publications · 74 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 41 citations

    2

    h-index

1–5