Concepedia

Parallel Streaming Algorithms

Parallel Streaming Algorithms is a class of algorithmic methods designed to process massive data streams by simultaneously executing multiple computational tasks in parallel, distinguished from sequential streaming algorithms by their ability to leverage concurrent processing architectures for improved throughput and scalability.

86

Publications

3.8K

Citations

246

Authors

110

Institutions

Publications per year

2017–2026

22

Parents

Publications

86

MapReduce for Data Intensive Scientific Analyses

Jaliya Ekanayake, Shrideep Pallickara, Geoffrey Fox · 2008 · 378 citations

, , +16

Online clustering of parallel data streams

Jürgen Beringer, Eyke Hüllermeier · Data & Knowledge Engineering · 2005 · 241 citations

, , +14

Densest subgraph in streaming and MapReduce

Bahman Bahmani, Ravi Kumar, Sergei Vassilvitskii · Proceedings of the VLDB Endowment · 2012 · 223 citations

, , +17

Optimal Sorting Algorithms for Parallel Computers

Baudet, Stevenson · IEEE Transactions on Computers · 1978 · 157 citations

, , +13

A Streaming Parallel Decision Tree Algorithm

Yael Ben‐Haim, Elad Tom-Tov · 2010 · 139 citations

, , +17

1–5 of 86

Authors

246

  1. DA
    David A. Bader

    Georgia Institute of Technology, United States

    3 publications · 126 citations

    3

    h-index

  2. SK
    Scott Klasky

    Oak Ridge National Laboratory, United States

    2 publications · 91 citations

    2

    h-index

  3. MT
    Massimo Torquati

    University of Pisa, Italy

    2 publications · 62 citations

    2

    h-index

  4. HC
    Hank Childs

    Lawrence Berkeley National Laboratory, United States

    2 publications · 31 citations

    2

    h-index

  5. DF
    Dan Feldman

    University of Haifa, Israel

    2 publications · 71 citations

    2

    h-index

1–5 of 246

Institutions

110

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    14 publications

    649 citations

  2. IBM (United States)

    Armonk, United States

    3 h-index

    7 publications

    161 citations

  3. Lawrence Berkeley National Laboratory

    Berkeley, United States

    3 h-index

    4 publications

    62 citations

  4. University of Turin

    Turin, Italy

    3 h-index

    3 publications

    85 citations

  5. Concordia University

    Montreal, Canada

    3 h-index

    6 publications

    124 citations

  6. Princeton University

    Princeton, United States

    3 h-index

    9 publications

    409 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    6 publications

    467 citations

  8. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    2 publications

    86 citations

1–8 of 110

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 49 citations

    3

    h-index

  2. IEEE Transactions on Computers

    2 publications · 259 citations

    2

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 2 publications · 66 citations

    2

    h-index

  4. The Journal of Supercomputing

    2 publications · 30 citations

    2

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 279 citations

    2

    h-index

1–5