Concepedia

Cache Inference Models

Cache Inference Models is a computational framework that integrates caching mechanisms with probabilistic inference to optimize the reuse of previously computed results in machine learning pipelines by dynamically predicting and retrieving high-value intermediate representations.

5

Publications

307

Citations

23

Authors

9

Institutions

Publications per year

2017–2026

2

Parents

Publications

5

Deep Learning Based Caching for Self-Driving Cars in Multi-Access Edge Computing

Anselme Ndikumana, Nguyen H. Tran, Do Hyeon Kim et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 173 citations

, , +17

Intelligent Naïve Bayes-based approaches for Web proxy caching

Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samad Ismail · Knowledge-Based Systems · 2012 · 47 citations

, , +11

Cache based recurrent neural network language model inference for first pass speech recognition

Zhiheng Huang, Geoffrey Zweig, Benoît Dumoulin · 2014 · 42 citations

, , +16

The Cache Inference Problem and its Application to Content and Request Routing

Nikolaos Laoutaris, Georgios Zervas, Azer Bestavros et al. · 2007 · 26 citations

, , +13

Efficient Realization of Decision Trees for Real-Time Inference

Kuan-Hsun Chen, Chiahui Su, Christian Hakert et al. · ACM Transactions on Embedded Computing Systems · 2022 · 19 citations · Full text

, , +17

1–5 of 5

Authors

23

  1. NH
    Nguyen H. Tran

    Kyung Hee University, South Korea

    1 publications · 173 citations

    1

    h-index

  2. KC
    Kuan-Hsun Chen

    TU Dortmund University, Germany

    1 publications · 19 citations

    1

    h-index

  3. CS
    Chiahui Su

    University of Twente, Netherlands

    1 publications · 19 citations

    1

    h-index

  4. JL
    Jenq‐Kuen Lee

    National Tsing Hua University, Taiwan

    1 publications · 19 citations

    1

    h-index

  5. AB
    Azer Bestavros

    Boston University, United States

    1 publications · 26 citations

    1

    h-index

1–5 of 23

Institutions

9

  1. The University of Sydney

    Sydney, Australia

    1 h-index

    1 publications

    173 citations

  2. University of Twente

    Enschede, The Netherlands

    1 h-index

    1 publications

    19 citations

  3. TU Dortmund University

    Dortmund, Germany

    1 h-index

    4 publications

    76 citations

  4. University of Lay Adventists of Kigali

    Kigali, Rwanda

    1 h-index

    1 publications

    173 citations

  5. Kyung Hee University

    Seoul, South Korea

    1 h-index

    4 publications

    692 citations

  6. Microsoft (United States)

    Redmond, United States

    1 h-index

    3 publications

    126 citations

  7. National Tsing Hua University

    Hsinchu, Taiwan

    1 h-index

    3 publications

    57 citations

  8. University of Technology Malaysia

    Johor Bahru, Malaysia

    1 h-index

    3 publications

    141 citations

1–8 of 9

Venues

  1. ACM Transactions on Embedded Computing Systems

    TECS · 1 publications · 19 citations

    1

    h-index

  2. 1

    h-index

  3. Knowledge-Based Systems

    1 publications · 47 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

1–4