Performance Evaluation of Consolidation Techniques for Virtual Machines Placement on Cloud Platforms

Consolidation in Cloud Platforms is a technique that aims at serving a set of virtual machines with the minimum number of physical machines possible, allowing to implement energy efficient techniques by turning off unused servers. Consolidation can lead to run hundreds of heterogeneous virtual machines on the same server, which can create performance issues, leading to service level agreement violations. The aim of this thesis is to study the performance of servers hosting a large number of virtual machine and analyze the problems that can arise via experimental analysis to propose solutions to mitigate such issues by changing the policy through which consolidation of virtual machines is carried out.

Publication Details

Journal
Electronic Theses and Dissertations Repository (University of Pisa)
Published
2024-10-02
Primary Topic
Cloud Computing and Resource Management
Type
article
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article

Performance Evaluation of Consolidation Techniques for Virtual Machines Placement on Cloud Platforms

Electronic Theses and Dissertations Repository (University of Pisa)
Cloud Computing and Resource Management
article

Performance Evaluation of Consolidation Techniques for Virtual Machines Placement on Cloud Platforms

article en

Abstract

Consolidation in Cloud Platforms is a technique that aims at serving a set of virtual machines with the minimum number of physical machines possible, allowing to implement energy efficient techniques by turning off unused servers. Consolidation can lead to run hundreds of heterogeneous virtual machines on the same server, which can create performance issues, leading to service level agreement violations. The aim of this thesis is to study the performance of servers hosting a large number of virtual machine and analyze the problems that can arise via experimental analysis to propose solutions to mitigate such issues by changing the policy through which consolidation of virtual machines is carried out.

Electronic Theses and Dissertations Repository (University of Pisa)
Affordable and clean energy
Openalex Percentile: Top 31%
Cloud Computing and Resource Management
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Performance Evaluation of Consolidation Techniques for Virtual Machines Placement on Cloud Platforms · Electronic Theses and Dissertations Repository (University of Pisa) (2024) | TGRS Research Map | TGRS