Concepedia

Adaptive Autoscaling

Adaptive Autoscaling is an edge serverless computing mechanism that dynamically adjusts resource allocation and service instance provisioning in response to fluctuating workload demands and environmental constraints through real-time feedback loops and predictive analytics, distinguishing itself from static or threshold-based scaling approaches by its context-aware, continuous optimization of performance, cost, and latency trade-offs.

27

Publications

1.1K

Citations

105

Authors

35

Institutions

Publications per year

2017–2026

20

Parents

Publications

27

Adaptive, Model-driven Autoscaling for Cloud Applications

Anshul Gandhi, Parijat Dube, Alexei Karve et al. · International Conference on Autonomic Computing · 2014 · 108 citations

, , +17

Adaptive scaling of Kubernetes pods

David Balla, Csaba Simon, Markosz Maliosz · 2020 · 100 citations

, , +17

A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems

ACM Computing Surveys · 2018 · 94 citations · Full text

, , +17

Efficient Cloud Auto-Scaling with SLA Objective Using Q-Learning

Shay Horovitz, Yair Arian · 2018 · 71 citations

, , +14

Adaptive AI-based auto-scaling for Kubernetes

László Toka, Gergely Dobreff, Balázs Fodor et al. · 2020 · 60 citations

, , +17

1–5 of 27

Authors

105

  1. MG
    Minyi Guo

    Shanghai Jiao Tong University, China

    2 publications · 41 citations

    2

    h-index

  2. SS
    Stelios Sotiriadis

    University of Derby, United Kingdom

    2 publications · 88 citations

    2

    h-index

  3. LZ
    Li Zhang

    IBM (United States), United States

    1 publications · 108 citations

    1

    h-index

  4. DL
    Do‐Young Lee

    Ulsan National Institute of Science and Technology, South Korea

    1 publications · 23 citations

    1

    h-index

  5. SA
    Samuel A. Ajila

    Carleton University, Canada

    1 publications · 51 citations

    1

    h-index

1–5 of 105

Institutions

35

  1. Budapest University of Technology and Economics

    Budapest, Hungary

    2 h-index

    7 publications

    540 citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    10 publications

    205 citations

  3. Birkbeck, University of London

    London, United Kingdom

    2 h-index

    4 publications

    176 citations

  4. The NorthCap University

    Gurugram, India

    1 h-index

    1 publications

    23 citations

  5. Free University of Bozen-Bolzano

    Bolzano, Italy

    1 h-index

    6 publications

    72 citations

  6. National Cheng Kung University

    Tainan City, Taiwan

    1 h-index

    1 publications

    45 citations

  7. University of California System

    Oakland, United States

    1 h-index

    1 publications

    59 citations

  8. Alibaba Group (United States)

    San Mateo, United States

    1 h-index

    3 publications

    75 citations

1–8 of 35

Venues

  1. Future Generation Computer Systems

    FGCS · 2 publications · 78 citations

    2

    h-index

  2. Computer Science and Software Engineering

    Conference · 1 publications · 21 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 25 citations

    1

    h-index

  4. IEEE Internet of Things Journal

    1 publications · 52 citations

    1

    h-index

  5. Figshare

    Repository · 1 publications · 60 citations

    1

    h-index

1–5