Concepedia

Machine Learning For Tiering

Machine Learning for Tiering is a computational framework that employs machine learning models to dynamically predict and optimize data placement across storage tiers based on access patterns, thereby distinguishing itself from rule-based or heuristic tiering strategies through its adaptive learning capability.

5

Publications

102

Citations

18

Authors

8

Institutions

Publications per year

2017–2026

4

Parents

Publications

5

A reinforcement learning approach for transaction scheduling in a shuttle‐based storage and retrieval system

Banu Y. Ekren, Bartu Arslan · International Transactions in Operational Research · 2022 · 36 citations · Full text

, , +15

Transaction selection policy in tier-to-tier SBSRS by using Deep <i>Q</i>-Learning

Bartu Arslan, Banu Y. Ekren · International Journal of Production Research · 2022 · 20 citations · Full text

, , +16

Determining the Tiers of a Supply Chain Using Machine Learning Algorithms

Kyoung Jong Park · Symmetry · 2021 · 18 citations · Full text

, , +13

Issues in Bottleneck Detection in Multi-Tier Enterprise Applications

Jason Parekh, Gueyoung Jung, Galen Swint et al. · International Workshop on Quality of Service · 2006 · 14 citations

, , +17

Towards Predictive Maintenance with Machine Learning at the INFN-CNAF computing centre

L. Giommi, D. Bonacorsi, T. Diotalevi et al. · 2019 · 14 citations · Full text

, , +10

1–5 of 5

Authors

18

  1. BA
    Bartu Arslan

    Yaşar University, Türkiye

    2 publications · 56 citations

    2

    h-index

  2. BY
    Banu Y. Ekren

    Yaşar University, Türkiye

    2 publications · 56 citations

    2

    h-index

  3. GS
    Galen Swint

    Georgia Institute of Technology, United States

    1 publications · 14 citations

    1

    h-index

  4. AS
    Akhil Sahai

    Hewlett-Packard (United States), United States

    1 publications · 14 citations

    1

    h-index

  5. BM
    Barbara Martelli

    Istituto Nazionale di Fisica Nucleare, Centro Nazionale Analisi Fotogrammi, Italy

    1 publications · 14 citations

    1

    h-index

1–5 of 18

Institutions

8

  1. Cranfield University

    Cranfield, United Kingdom

    2 h-index

    2 publications

    56 citations

  2. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    2 publications

    56 citations

  3. Yaşar University

    Izmir, Türkiye

    2 h-index

    2 publications

    56 citations

  4. Istituto Nazionale di Fisica Nucleare, Centro Nazionale Analisi Fotogrammi

    Bologna, Italy

    1 h-index

    10 publications

    140 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    4 publications

    56 citations

  6. Hewlett-Packard (United States)

    Palo Alto, United States

    1 h-index

    1 publications

    14 citations

  7. Gwangju University

    Gwangju, South Korea

    1 h-index

    1 publications

    18 citations

  8. University of Bologna

    Bologna, Italy

    1 h-index

    10 publications

    140 citations

1–8 of 8

Venues

  1. Symmetry

    1 publications · 18 citations

    1

    h-index

  2. International Journal of Production Research

    1 publications · 20 citations

    1

    h-index

  3. 1

    h-index

  4. International Workshop on Quality of Service

    IWQoS · 1 publications · 14 citations

    1

    h-index

1–4