Concepedia

Dataflow Optimization

Dataflow Optimization is a methodological framework within dataflow modeling that systematically enhances the efficiency, performance, or resource utilization of data processing systems by transforming and reorganizing dataflow representations according to specified optimization criteria.

152

Publications

7.4K

Citations

509

Authors

182

Institutions

Publications per year

2017–2026

46

Parents

Publications

152

The dataflow model

Tyler Akidau, Robert Bradshaw, Craig Chambers et al. · Proceedings of the VLDB Endowment · 2015 · 577 citations

, , +11

Dataflow analysis of array and scalar references

Paul Feautrier · International Journal of Parallel Programming · 1991 · 556 citations

, , +14

Volcano-an extensible and parallel query evaluation system

Goetz Graefe · IEEE Transactions on Knowledge and Data Engineering · 1994 · 396 citations

, , +16

A Survey of Accelerator Architectures for Deep Neural Networks

Yiran Chen, Yuan Xie, Linghao Song et al. · Engineering · 2020 · 358 citations · Full text

, , +17

DRESC: a retargetable compiler for coarse-grained reconfigurable architectures

Bingfeng Mei, Serge Vernalde, Diederik Verkest et al. · 2003 · 207 citations

, , +17

1–5 of 152

Authors

509

  1. SS
    Shuvra S. Bhattacharyya

    University of Maryland, College Park, United States

    7 publications · 224 citations

    7

    h-index

  2. MM
    Marco Mattavelli

    École Polytechnique Fédérale de Lausanne, Switzerland

    6 publications · 105 citations

    6

    h-index

  3. GR
    Guang R. Gao

    University of Delaware, United States

    4 publications · 135 citations

    4

    h-index

  4. SI
    Stylianos I. Venieris

    Samsung (United Kingdom), United Kingdom

    4 publications · 220 citations

    4

    h-index

  5. CB
    Christos-Savvas Bouganis

    Imperial College London, United Kingdom

    4 publications · 220 citations

    4

    h-index

1–5 of 509

Institutions

182

  1. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    8 h-index

    28 publications

    508 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    12 publications

    1K citations

  3. Hewlett-Packard (United States)

    Palo Alto, United States

    6 h-index

    14 publications

    609 citations

  4. Technische Universität Berlin

    Berlin, Germany

    5 h-index

    16 publications

    1K citations

  5. Universitat Politècnica de Catalunya

    Barcelona, Spain

    5 h-index

    15 publications

    681 citations

  6. University of Maryland, College Park

    College Park, United States

    5 h-index

    12 publications

    416 citations

  7. Humboldt-Universität zu Berlin

    Berlin, Germany

    4 h-index

    9 publications

    574 citations

  8. Imperial College London

    London, United Kingdom

    4 h-index

    10 publications

    507 citations

1–8 of 182

Venues

  1. ACM SIGARCH Computer Architecture News

    5 publications · 276 citations

    5

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 970 citations

    5

    h-index

  3. Future Generation Computer Systems

    FGCS · 4 publications · 56 citations

    4

    h-index

  4. IEEE Transactions on Computers

    3 publications · 53 citations

    3

    h-index

  5. Journal of Parallel and Distributed Computing

    3 publications · 59 citations

    3

    h-index

1–5