Concepedia

Scalable Experimentation

Scalable Experimentation is a methodological framework within computational science that enables the systematic expansion of experimental scope and complexity through modular, reusable, and interoperable components, distinguishing it from ad hoc or monolithic approaches by its emphasis on architectural flexibility and resource-efficient adaptation across varying scales of data, computation, or deployment.

79

Publications

3.8K

Citations

300

Authors

121

Institutions

Publications per year

2017–2026

23

Parents

Publications

79

Online controlled experiments at large scale

Ron Kohavi, Alex Deng, Brian Frasca et al. · 2013 · 432 citations

, , +17

Scalable modeling of real graphs using Kronecker multiplication

Jure Leskovec, Christos Faloutsos · 2007 · 228 citations

, , +15

From Infrastructure to Culture

Ya Xu, Nanyu Chen, Addrian Fernandez et al. · 2015 · 214 citations

, , +16

OMF

Thierry Rakotoarivelo, Maximilian Ott, Guillaume Jourjon et al. · ACM SIGOPS Operating Systems Review · 2010 · 171 citations

, , +13

What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results

Omar Al‐Ubaydli, John A. List, Dana Suskind · American Economic Review · 2017 · 153 citations · Full text

, , +9

1–5 of 79

Authors

300

  1. YX
    Ya Xu

    LinkedIn (United States), United States

    3 publications · 665 citations

    3

    h-index

  2. SM
    Susan M. Sanchez

    Naval Postgraduate School, United States

    3 publications · 64 citations

    3

    h-index

  3. VS
    Victoria Stodden

    University of Illinois Urbana-Champaign, United States

    3 publications · 133 citations

    3

    h-index

  4. JM
    Justin M. Wozniak

    Argonne National Laboratory, United States

    2 publications · 125 citations

    2

    h-index

  5. JH
    Jan Himmelspach

    University of Rostock, Germany

    2 publications · 61 citations

    2

    h-index

1–5 of 300

Institutions

121

  1. European Organization for Nuclear Research

    Geneva, Switzerland

    4 h-index

    13 publications

    758 citations

  2. Microsoft (United States)

    Redmond, United States

    4 h-index

    21 publications

    3.6K citations

  3. Argonne National Laboratory

    Lemont, United States

    4 h-index

    8 publications

    403 citations

  4. Brookhaven National Laboratory

    Upton, United States

    3 h-index

    6 publications

    139 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    4 publications

    202 citations

  6. Naval Postgraduate School

    Monterey, United States

    3 h-index

    3 publications

    64 citations

  7. LinkedIn (United States)

    Sunnyvale, United States

    2 h-index

    8 publications

    1.1K citations

  8. University of Rostock

    Rostock, Germany

    2 h-index

    6 publications

    183 citations

1–8 of 121

Venues

  1. Journal of Physics Conference Series

    4 publications · 201 citations

    4

    h-index

  2. ACM SIGOPS Operating Systems Review

    2 publications · 187 citations

    2

    h-index

  3. 2008 Winter Simulation Conference

    Conference · 2 publications · 43 citations

    2

    h-index

  4. Winter Simulation Conference

    Conference · 2 publications · 66 citations

    2

    h-index

  5. Archives of Gerontology and Geriatrics

    1 publications · 28 citations

    1

    h-index

1–5