Concepedia

Energy-efficient Analytics

Energy-Efficient Analytics is an analytical approach within edge and IoT analytics that minimizes energy consumption during data processing and model execution by optimizing computational efficiency, resource allocation, and communication overhead in resource-constrained environments.

23

Publications

1.7K

Citations

115

Authors

64

Institutions

Publications per year

2017–2026

15

Parents

Publications

23

Graphicionado: A high-performance and energy-efficient accelerator for graph analytics

Tae Jun Ham, Lisa Wu, Narayanan Sundaram et al. · 2016 · 270 citations

, , +17

Big Data Meet Green Challenges: Greening Big Data

Jinsong Wu, Song Guo, Jie Li et al. · IEEE Systems Journal · 2016 · 233 citations · Full text

, , +14

Graphicionado: a high-performance and energy-efficient accelerator for graph analytics

Tae Jun Ham, Lisa Wu, Narayanan Sundaram et al. · International Symposium on Microarchitecture · 2016 · 172 citations

, , +17

A Sampling-Based Approach to Optimizing Top-k Queries in Sensor Networks

Alon Silberstein, Rebecca Braynard, Carla Ellis et al. · 2006 · 159 citations

, , +12

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics

IEEE Transactions on Circuits and Systems I Regular Papers · 2017 · 111 citations · Full text

, , +17

1–5 of 23

Authors

115

  1. MM
    Margaret Martonosi

    Princeton University, United States

    2 publications · 442 citations

    2

    h-index

  2. NS
    Narayanan Sundaram

    Intel (United States), United States

    2 publications · 442 citations

    2

    h-index

  3. LW
    Lisa Wu

    Columbia University, United States

    2 publications · 442 citations

    2

    h-index

  4. TJ
    Tae Jun Ham

    Seoul National University, South Korea

    2 publications · 442 citations

    2

    h-index

  5. NS
    Nadathur Satish

    Intel (United States), United States

    2 publications · 442 citations

    2

    h-index

1–5 of 115

Institutions

64

  1. Intel (United States)

    Santa Clara, United States

    3 h-index

    8 publications

    924 citations

  2. Ollscoil na Gaillimhe – University of Galway

    Galway, Ireland

    2 h-index

    4 publications

    61 citations

  3. University of California, Berkeley

    Berkeley, United States

    2 h-index

    2 publications

    442 citations

  4. Princeton University

    Princeton, United States

    2 h-index

    4 publications

    884 citations

  5. Atos (Spain)

    Madrid, Spain

    1 h-index

    2 publications

    50 citations

  6. University of Aizu

    Fukushima, Japan

    1 h-index

    1 publications

    233 citations

  7. ETH Zurich

    Zurich, Switzerland

    1 h-index

    8 publications

    888 citations

  8. IBM Research - Haifa

    Haifa, Israel

    1 h-index

    2 publications

    50 citations

1–8 of 64

Venues

  1. IEEE Communications Magazine

    2 publications · 63 citations

    2

    h-index

  2. 1

    h-index

  3. The Journal of Supercomputing

    1 publications · 39 citations

    1

    h-index

  4. Journal of Parallel and Distributed Computing

    1 publications · 68 citations

    1

    h-index

  5. International Conference on Computer Aided Design

    Conference · 1 publications · 10 citations

    1

    h-index

1–5