Concepedia

Computational Granularity

Computational Granularity is the degree of detail or size of individual computational tasks in a parallel or distributed algorithm, distinguishing it by characterizing the balance between computation and communication overhead in scalable algorithm design.

252

Publications

13.6K

Citations

453

Authors

237

Institutions

Publications per year

2017–2026

77

Parents

Publications

252

ZeRO: Memory optimizations Toward Training Trillion Parameter Models

Samyam Rajbhandari, Jeff Rasley, Olatunji Ruwase et al. · 2020 · 741 citations

, , +16

Three-way decision and granular computing

Yiyu Yao · International Journal of Approximate Reasoning · 2018 · 593 citations

, , +11

Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems

Lotfi A. Zadeh · Soft Computing · 1998 · 483 citations

, , +11

Granular computing: an introduction

Witold Pedrycz · 2002 · 382 citations

, , +14

THE INFORMATION ENTROPY, ROUGH ENTROPY AND KNOWLEDGE GRANULATION IN ROUGH SET THEORY

Jiye Liang, Zhongzhi Shi · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2004 · 344 citations

, , +12

1–5 of 252

Authors

453

  1. WP
    Witold Pedrycz

    University of Alberta, Canada

    39 publications · 2.6K citations

    24

    h-index

  2. YY
    Yiyu Yao

    University of Regina, Canada

    20 publications · 2.1K citations

    17

    h-index

  3. GW
    Guoyin Wang

    Chongqing University of Posts and Telecommunications, China

    9 publications · 650 citations

    9

    h-index

  4. AS
    Andrzej Skowron

    Institute of Mathematics, Poland

    9 publications · 615 citations

    9

    h-index

  5. TY
    Tsau Young Lin

    San Jose State University, United States

    6 publications · 217 citations

    6

    h-index

1–5 of 453

Institutions

237

  1. University of Alberta

    Edmonton, Canada

    24 h-index

    49 publications

    3K citations

  2. Polish Academy of Sciences

    Warsaw, Poland

    22 h-index

    32 publications

    2.4K citations

  3. Systems Research Institute

    Warsaw, Poland

    21 h-index

    28 publications

    2.2K citations

  4. University of Regina

    Regina, Canada

    19 h-index

    24 publications

    2.2K citations

  5. King Abdulaziz University

    Jeddah, Saudi Arabia

    16 h-index

    28 publications

    1.4K citations

  6. Institute of Mathematics

    Warsaw, Poland

    9 h-index

    12 publications

    846 citations

  7. Chongqing University of Posts and Telecommunications

    Chongqing, China

    8 h-index

    34 publications

    2.9K citations

  8. San Jose State University

    San Jose, United States

    7 h-index

    7 publications

    234 citations

1–8 of 237

Venues

  1. Information Sciences

    14 publications · 1.1K citations

    13

    h-index

  2. Applied Soft Computing

    10 publications · 624 citations

    10

    h-index

  3. Granular Computing

    9 publications · 716 citations

    9

    h-index

  4. Fundamenta Informaticae

    8 publications · 196 citations

    8

    h-index

  5. Knowledge-Based Systems

    7 publications · 270 citations

    7

    h-index

1–5