Concepedia

Predictive Resource Scheduling

Predictive Resource Scheduling is a computational framework within resource forecasting that integrates predictive analytics to dynamically allocate and sequence resources by anticipating future demand, availability, and performance constraints through data-driven modeling.

111

Publications

5K

Citations

362

Authors

141

Institutions

Publications per year

2017–2026

58

Parents

Publications

111

Recent advances and trends in predictive manufacturing systems in big data environment

Jay Lee, Edzel Lapira, Behrad Bagheri et al. · Manufacturing Letters · 2013 · 1.1K citations

, , +16

Machine learning for predictive scheduling and resource allocation in large scale manufacturing systems

Cristina Morariu, Octavian Morariu, Silviu Răileanu et al. · Computers in Industry · 2020 · 214 citations

, , +16

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

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

, , +15

Characterization and prediction of deep learning workloads in large-scale GPU datacenters

Qinghao Hu, Peng Sun, Shengen Yan et al. · 2021 · 120 citations · Full text

, , +16

Utilizing green energy prediction to schedule mixed batch and service jobs in data centers

Jagannathan Venkatesh, Liuyi Zhang, Tajana Rosing · 2011 · 112 citations

, , +16

1–5 of 111

Authors

362

  1. CY
    Chenyang Yang

    Beihang University, China

    5 publications · 126 citations

    5

    h-index

  2. JG
    Jia Guo

    Beihang University, China

    3 publications · 60 citations

    3

    h-index

  3. ML
    Michael Lewis

    University of Pittsburgh, United States

    2 publications · 55 citations

    2

    h-index

  4. SV
    Shyam Vasudeva Rao

    Maastricht University, Netherlands

    2 publications · 58 citations

    2

    h-index

  5. AS
    Aravind Srinivasan

    Aravind Eye Hospital, India

    2 publications · 58 citations

    2

    h-index

1–5 of 362

Institutions

141

  1. Beihang University

    Beijing, China

    5 h-index

    13 publications

    333 citations

  2. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    312 citations

  3. Universitat Politècnica de Catalunya

    Barcelona, Spain

    3 h-index

    9 publications

    444 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    8 publications

    439 citations

  5. Barcelona Supercomputing Center

    Barcelona, Spain

    3 h-index

    9 publications

    444 citations

  6. Southeast University

    Nanjing, China

    3 h-index

    8 publications

    190 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    4 publications

    221 citations

  8. ShanghaiTech University

    Shanghai, China

    2 h-index

    8 publications

    100 citations

1–8 of 141

Venues

  1. Computers & Chemical Engineering

    3 publications · 119 citations

    3

    h-index

  2. Computer Networks

    2 publications · 76 citations

    3

    h-index

  3. Future Generation Computer Systems

    FGCS · 3 publications · 182 citations

    3

    h-index

  4. IEEE/ACM Transactions on Networking

    TON · 2 publications · 50 citations

    2

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 35 citations

    2

    h-index

1–5