Concepedia

Micro-batch Processing

Micro-Batch Processing is a data processing paradigm within the broader category of stream processing that processes continuous data streams in small, discrete, and sequentially ordered intervals of near-real-time data to balance throughput and latency.

35

Publications

1.5K

Citations

159

Authors

71

Institutions

Publications per year

2017–2026

21

Parents

Publications

35

Drizzle

Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout et al. · 2017 · 145 citations

, , +13

A Distributed Network Intrusion Detection System for Distributed Denial of Service Attacks in Vehicular Ad Hoc Network

Ying Gao, Hongrui Wu, Binjie Song et al. · IEEE Access · 2019 · 134 citations · Full text

, , +15

Micro-Batch Training with Batch-Channel Normalization and Weight Standardization

Siyuan Qiao, Huiyu Wang, Chenxi Liu et al. · arXiv (Cornell University) · 2019 · 123 citations · Full text

, , +12

Evaluation of Stream Processing Frameworks

Giselle van Dongen, Dirk Van den Poel · IEEE Transactions on Parallel and Distributed Systems · 2020 · 98 citations

, , +17

A Performance Comparison of Open-Source Stream Processing Platforms

Martin Andreoni Lopez, Antonio Gonzalez Pastana Lobato, Otto Carlos M. B. Duarte · 2016 · 81 citations

, , +17

1–5 of 35

Authors

159

  1. VH
    Volker Hessel

    Eindhoven University of Technology, Netherlands

    2 publications · 53 citations

    2

    h-index

  2. DC
    Dazhao Cheng

    University of North Carolina at Charlotte, United States

    2 publications · 103 citations

    2

    h-index

  3. WS
    Wei Shen

    Shanghai University, China

    2 publications · 173 citations

    2

    h-index

  4. BL
    Baochun Li

    University of Toronto, Canada

    2 publications · 25 citations

    2

    h-index

  5. AY
    Alan Yuille

    Johns Hopkins University, United States

    2 publications · 173 citations

    2

    h-index

1–5 of 159

Institutions

71

  1. University of Toronto

    Toronto, Canada

    2 h-index

    7 publications

    86 citations

  2. Dalian University of Technology

    Dalian, China

    2 h-index

    2 publications

    25 citations

  3. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    2 publications

    53 citations

  4. Fraunhofer Institute for Microengineering and Microsystems

    Mainz, Germany

    2 h-index

    6 publications

    121 citations

  5. University of North Carolina at Charlotte

    Charlotte, United States

    2 h-index

    3 publications

    158 citations

  6. Sungkyunkwan University

    Seoul, South Korea

    2 h-index

    5 publications

    75 citations

  7. University of Alberta

    Edmonton, Canada

    2 h-index

    2 publications

    25 citations

  8. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    1 h-index

    3 publications

    243 citations

1–8 of 71

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 3 publications · 167 citations

    3

    h-index

  2. Journal of Micromechanics and Microengineering

    JMM · 3 publications · 79 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 205 citations

    3

    h-index

  4. IEEE Access

    2 publications · 150 citations

    2

    h-index

  5. Starch - Stärke

    1 publications · 24 citations

    1

    h-index

1–5