Concepedia

Load-balanced Reduction

Load-Balanced Reduction is a reduction operation technique that distributes computational or data processing tasks evenly across processing units to minimize bottlenecks and optimize resource utilization during the aggregation of data.

6

Publications

157

Citations

22

Authors

14

Institutions

Publications per year

2017–2026

3

Parents

Publications

6

Balancing reducer skew in MapReduce workloads using progressive sampling

Smriti Ramakrishnan, Garret Swart, Aleksey Urmanov · 2012 · 82 citations

, , +17

A Collaborative Data Collection Scheme Based on Optimal Clustering for Wireless Sensor Networks

Guorui Li, Haobo Chen, Sancheng Peng et al. · Sensors · 2018 · 19 citations · Full text

, , +16

Load balancing in reducers for skewed data in MapReduce systems by using scalable simple random sampling

Elaheh Gavagsaz, Ali Rezaee, Hamid Haj Seyyed Javadi · The Journal of Supercomputing · 2018 · 17 citations

, , +16

Efficient parallel out-of-core isosurface extraction

H. Zhang, Timothy S. Newman · IEEE Sensors Journal · 2004 · 16 citations

, , +17

Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach

Ali Bakhthemmat, Mohammad Izadi · Journal Of Big Data · 2020 · 13 citations · Full text

, , +17

1–5 of 6

Authors

22

  1. SP
    Sancheng Peng

    Guangdong University of Foreign Studies, China

    1 publications · 19 citations

    1

    h-index

  2. GS
    Garret Swart

    IBM Research - Almaden, United States

    1 publications · 82 citations

    1

    h-index

  3. AB
    Ali Bakhthemmat

    Sharif University of Technology, Iran

    1 publications · 13 citations

    1

    h-index

  4. DL
    Dangpeng Liu

    Chinese People's Armed Police Force

    1 publications · 10 citations

    1

    h-index

  5. AU
    Aleksey Urmanov

    Oracle (United States), United States

    1 publications · 82 citations

    1

    h-index

1–5 of 22

Institutions

14

  1. Oracle (United States)

    Austin, United States

    1 h-index

    3 publications

    246 citations

  2. Guangdong University of Foreign Studies

    Guangzhou, China

    1 h-index

    2 publications

    38 citations

  3. Northeastern University

    Shenyang, China

    1 h-index

    3 publications

    57 citations

  4. Central South University

    Changsha, China

    1 h-index

    1 publications

    19 citations

  5. University of Alabama

    Tuscaloosa, United States

    1 h-index

    2 publications

    32 citations

  6. Islamic Azad University, Science and Research Branch

    Tehran, Iran

    1 h-index

    2 publications

    34 citations

  7. Jishou University

    Zhangjiajie, China

    1 h-index

    1 publications

    19 citations

  8. University of Alabama in Huntsville

    Huntsville, United States

    1 h-index

    2 publications

    32 citations

1–8 of 14

Venues

  1. The Journal of Supercomputing

    1 publications · 17 citations

    1

    h-index

  2. Journal Of Big Data

    1 publications · 13 citations

    1

    h-index

  3. Sensors

    1 publications · 19 citations

    1

    h-index

  4. IEEE Sensors Journal

    1 publications · 16 citations

    1

    h-index

1–4