Concepedia

Bounded Staleness

Bounded Staleness is a consistency model that guarantees the staleness of data reads is confined within a specified bound, either in terms of time or version differences, relative to the most recent update.

12

Publications

514

Citations

47

Authors

21

Institutions

Publications per year

2017–2026

5

Parents

Publications

12

Exploiting bounded staleness to speed up Big Data analytics

Henggang Cui, James Cipar, Qirong Ho et al. · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 128 citations

, , +16

Sancus

Jingshu Peng, Zhao Chen, Yingxia Shao et al. · Proceedings of the VLDB Endowment · 2022 · 75 citations · Full text

, , +17

Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data

Zihao Zhou, Xuebin Ren, Shusen Yang · IEEE Transactions on Parallel and Distributed Systems · 2022 · 70 citations · Full text

, , +11

ASPIRE

Keval Vora, Sai Charan Koduru, Rajiv Gupta · 2014 · 66 citations

, , +17

BSSync: Processing Near Memory for Machine Learning Workloads with Bounded Staleness Consistency Models

Joo Hwan Lee, Jaewoong Sim, Hyesoon Kim · 2015 · 57 citations

, , +16

1–5 of 12

Authors

47

  1. AG
    Andrew G. Klein

    Worcester Polytechnic Institute, United States

    2 publications · 39 citations

    2

    h-index

  2. SC
    Sai Charan Koduru

    University of California, Riverside, United States

    2 publications · 81 citations

    2

    h-index

  3. KV
    Keval Vora

    University of California, Riverside, United States

    2 publications · 81 citations

    2

    h-index

  4. RG
    Rajiv Gupta

    University of California, Riverside, United States

    2 publications · 81 citations

    2

    h-index

  5. SF
    Shahab Farazi

    Worcester Polytechnic Institute, United States

    2 publications · 39 citations

    2

    h-index

1–5 of 47

Institutions

21

  1. Western Washington University

    Bellingham, United States

    2 h-index

    2 publications

    39 citations

  2. Worcester Polytechnic Institute

    Worcester, United States

    2 h-index

    4 publications

    78 citations

  3. University of California, Riverside

    Riverside, United States

    2 h-index

    6 publications

    243 citations

  4. Intel (United States)

    Santa Clara, United States

    1 h-index

    1 publications

    128 citations

  5. Carnegie Mellon University Qatar

    Doha, Qatar

    1 h-index

    1 publications

    14 citations

  6. Berkeley College

    New York, United States

    1 h-index

    5 publications

    50 citations

  7. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    20 citations

  8. Gates (United States)

    Denver, United States

    1 h-index

    1 publications

    27 citations

1–8 of 21

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 95 citations

    2

    h-index

  2. Computer Communications

    1 publications · 14 citations

    1

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 1 publications · 70 citations

    1

    h-index

  4. IEEE Transactions on Wireless Communications

    1 publications · 27 citations

    1

    h-index

  5. ACM SIGPLAN Notices

    1 publications · 15 citations

    1

    h-index

1–5