Concepedia

Communication-efficient Aggregation

Communication-Efficient Aggregation is a distributed computation strategy that minimizes data exchange overhead during collective operations by selectively combining or compressing information across participants while preserving the fidelity required for downstream tasks.

50

Publications

3K

Citations

171

Authors

93

Institutions

Publications per year

2017–2026

37

Parents

Publications

50

Fair Resource Allocation in Federated Learning

Li Tian, Maziar Sanjabi, Ahmad Beirami et al. · arXiv (Cornell University) · 2019 · 356 citations · Full text

, , +14

Holistic aggregates in a networked world

Graham Cormode, Minos Garofalakis, S. Muthukrishnan et al. · 2005 · 216 citations

, , +17

Sketching streams through the net: distributed approximate query tracking

Graham Cormode, Minos Garofalakis · 2005 · 207 citations

, , +15

Practical Secure Aggregation for Federated Learning on User-Held Data

Vladimir Ivanov, Ben Kreuter, Antonio Marcedone et al. · arXiv (Cornell University) · 2016 · 190 citations · Full text

, , +17

Optimized Power Control Design for Over-the-Air Federated Edge Learning

Xiaowen Cao, Guangxu Zhu, Jie Xu et al. · IEEE Journal on Selected Areas in Communications · 2021 · 153 citations

, , +17

1–5 of 50

Authors

171

  1. GC
    Graham Cormode

    AT&T (United States), United States

    5 publications · 541 citations

    5

    h-index

  2. XC
    Xiaowen Cao

    Guangdong University of Technology, China

    3 publications · 176 citations

    3

    h-index

  3. JZ
    Jiawei Zhao

    California Institute of Technology, United States

    3 publications · 179 citations

    3

    h-index

  4. MG
    Minos Garofalakis

    Technical University of Crete, Greece

    3 publications · 484 citations

    3

    h-index

  5. SL
    Songze Li

    University of Southern California, United States

    3 publications · 105 citations

    3

    h-index

1–5 of 171

Institutions

93

  1. Google (United States)

    Mountain View, United States

    3 h-index

    8 publications

    286 citations

  2. National Center for Supercomputing Applications

    Sofia, Bulgaria

    2 h-index

    4 publications

    102 citations

  3. Zhejiang University

    Hangzhou, China

    2 h-index

    2 publications

    78 citations

  4. Shanghai Key Laboratory of Trustworthy Computing

    Shanghai, China

    2 h-index

    7 publications

    251 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    75 citations

  6. George Mason University

    Fairfax, United States

    2 h-index

    4 publications

    166 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    2 publications

    51 citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    4 publications

    334 citations

1–8 of 93

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 899 citations

    10

    h-index

  2. IEEE Internet of Things Journal

    3 publications · 139 citations

    3

    h-index

  3. IEEE Transactions on Wireless Communications

    3 publications · 235 citations

    3

    h-index

  4. 2

    h-index

  5. 1

    h-index

1–5