Concepedia

Straggler Mitigation

Straggler Mitigation is a distributed data processing technique that specifically addresses the delay caused by slow-running tasks by employing strategies such as task replication, speculative execution, or dynamic resource allocation to ensure timely completion of parallel computations.

175

Publications

9K

Citations

489

Authors

185

Institutions

Publications per year

2017–2026

133

Parents

Publications

175

Speeding Up Distributed Machine Learning Using Codes

Kangwook Lee, Maximilian Lam, Ramtin Pedarsani et al. · IEEE Transactions on Information Theory · 2017 · 866 citations · Full text

, , +16

Effective straggler mitigation: attack of the clones

Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker et al. · 2013 · 415 citations

, , +7

SkewTune

YongChul Kwon, Magdalena Bałazińska, Bill Howe et al. · 2012 · 399 citations

, , +14

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 313 citations

, , +15

Tarazu

Faraz S. Ahmad, Srimat Chakradhar, Anand Raghunathan et al. · 2012 · 229 citations

, , +17

1–5 of 175

Authors

489

  1. XO
    Xue Ouyang

    National University of Defense Technology, China

    8 publications · 227 citations

    8

    h-index

  2. QY
    Qian Yu

    University of Southern California, United States

    8 publications · 719 citations

    8

    h-index

  3. PT
    Paul Townend

    University of Leeds, United Kingdom

    6 publications · 118 citations

    6

    h-index

  4. PG
    Peter Garraghan

    Lancaster University, United Kingdom

    6 publications · 177 citations

    6

    h-index

  5. AS
    A. Salman Avestimehr

    University of Southern California, United States

    6 publications · 409 citations

    6

    h-index

1–5 of 489

Institutions

185

  1. University of Southern California

    Los Angeles, United States

    11 h-index

    26 publications

    2K citations

  2. University of California, Berkeley

    Berkeley, United States

    8 h-index

    26 publications

    4.6K citations

  3. Beihang University

    Beijing, China

    6 h-index

    12 publications

    397 citations

  4. University of Leeds

    Leeds, United Kingdom

    6 h-index

    21 publications

    582 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    18 publications

    1.3K citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    6 h-index

    12 publications

    1K citations

  7. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    6 h-index

    13 publications

    1.1K citations

  8. Microsoft (United States)

    Redmond, United States

    5 h-index

    5 publications

    490 citations

1–8 of 185

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 965 citations

    19

    h-index

  2. IEEE Transactions on Communications

    6 publications · 212 citations

    6

    h-index

  3. IEEE Transactions on Wireless Communications

    5 publications · 201 citations

    5

    h-index

  4. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 5 publications · 185 citations

    5

    h-index

  5. 3

    h-index

1–5