A Game Based Consolidation Method of Virtual Machines in Cloud Data Centers With Energy and Load Constraints Article Swipe
Liangmin Guo
,
Guiyin Hu
,
Yan Dong
,
Yonglong Luo
,
Ying Zhu
·
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1109/access.2017.2787735
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1109/access.2017.2787735
To reduce energy consumption and balance the resource load of physical machines (PMs) in cloud data centers, we present a game-based consolidation method of virtual machines (VMs) with energy and load (applied load) constraints. First, we test every measured value of the resource load using a t-test to filter outliers. Based on these values, the future resource load is forecast using gray theory. Second, all online PMs are grouped by the number of VMs on them and their future load values. Based on the groupings, a pre-processing algorithm for selecting destination PMs is proposed to determine a set of destination PMs for a VM awaiting migration. Finally, we select the final destination PM for the VM using game-based methods aimed at optimizing overall energy consumption. The experimental results show that our method can reduce energy consumption as well as balance loads without unnecessarily increasing the number of VM migrations.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1109/access.2017.2787735
- OA Status
- gold
- Cited By
- 16
- References
- 48
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2777720862
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2777720862Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1109/access.2017.2787735Digital Object Identifier
- Title
-
A Game Based Consolidation Method of Virtual Machines in Cloud Data Centers With Energy and Load ConstraintsWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2017Year of publication
- Publication date
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2017-12-28Full publication date if available
- Authors
-
Liangmin Guo, Guiyin Hu, Yan Dong, Yonglong Luo, Ying ZhuList of authors in order
- Landing page
-
https://doi.org/10.1109/access.2017.2787735Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1109/access.2017.2787735Direct OA link when available
- Concepts
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Computer science, Cloud computing, Energy consumption, Virtual machine, Load balancing (electrical power), Outlier, Load testing, Simulation, Real-time computing, Operating system, Engineering, Artificial intelligence, Mathematics, Geometry, Grid, Software engineering, Electrical engineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
16Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1, 2022: 3, 2021: 3, 2019: 8, 2018: 1Per-year citation counts (last 5 years)
- References (count)
-
48Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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