Concepedia

Scalability Modeling

Scalability Modeling is a formal analytical framework that characterizes the performance behavior of parallel systems under varying scales of workload or resources by quantifying the relationship between system size and efficiency, distinguishing it from general performance models through its explicit focus on growth-oriented predictability and bottleneck identification.

229

Publications

9.6K

Citations

648

Authors

241

Institutions

Publications per year

2017–2026

51

Parents

Publications

229

Scalability Analysis of Large-Scale LoRaWAN Networks in ns-3

Floris Van den Abeele, Jetmir Haxhibeqiri, Ingrid Moerman et al. · IEEE Internet of Things Journal · 2017 · 349 citations

, , +14

Isoefficiency: measuring the scalability of parallel algorithms and architectures

Ananth Grama, Aman Gupta, Vipin Kumar · IEEE Parallel & Distributed Technology Systems & Applications · 1993 · 313 citations

, , +17

PREDICTIVE PERFORMANCE AND SCALABILITY MODELING OF A LARGE-SCALE APPLICATION

Darren J. Kerbyson · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 2024 · 312 citations · Full text

, , +15

Evaluating the scalability of distributed systems

P. Jogalekar, Murray Woodside · IEEE Transactions on Parallel and Distributed Systems · 2000 · 281 citations

, , +17

Methodology for large-scale systems

Yacov Y. Haimes · Proceedings of the IEEE · 1978 · 263 citations

, , +12

1–5 of 229

Authors

648

  1. DJ
    Darren J. Kerbyson

    Los Alamos National Laboratory, United States

    7 publications · 714 citations

    7

    h-index

  2. JS
    Jeffrey S. Vetter

    Oak Ridge National Laboratory, United States

    6 publications · 337 citations

    6

    h-index

  3. TH
    Torsten Hoefler

    ETH Zurich, Switzerland

    5 publications · 281 citations

    5

    h-index

  4. AH
    Adolfy Hoisie

    Los Alamos National Laboratory, United States

    5 publications · 332 citations

    5

    h-index

  5. XS
    Xian‐He Sun

    Illinois Institute of Technology, United States

    4 publications · 291 citations

    4

    h-index

1–5 of 648

Institutions

241

  1. Lawrence Livermore National Laboratory

    Livermore, United States

    7 h-index

    26 publications

    1.9K citations

  2. Los Alamos National Laboratory

    Los Alamos, United States

    7 h-index

    28 publications

    1.6K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    12 publications

    439 citations

  4. Universitat Politècnica de Catalunya

    Barcelona, Spain

    6 h-index

    30 publications

    662 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    6 h-index

    16 publications

    574 citations

  6. ETH Zurich

    Zurich, Switzerland

    5 h-index

    8 publications

    407 citations

  7. University College London

    London, United Kingdom

    5 h-index

    9 publications

    273 citations

  8. Oak Ridge National Laboratory

    Oak Ridge, United States

    4 h-index

    6 publications

    148 citations

1–8 of 241

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 8 publications · 678 citations

    8

    h-index

  2. Journal of Parallel and Distributed Computing

    5 publications · 174 citations

    5

    h-index

  3. 4

    h-index

  4. Computer

    3 publications · 223 citations

    3

    h-index

  5. ACM SIGMETRICS Performance Evaluation Review

    PER · 2 publications · 120 citations

    2

    h-index

1–5