Dynamic resource management in cloud-based distributed virtual environments

Yunhua Deng; Siqi Shen; Zhe Huang; Alexandru Iosup; Rynson Lau

doi:10.1145/2647868.2655051

Dynamic resource management in cloud-based distributed virtual environments

Yunhua Deng, Siqi Shen, Zhe Huang, Alexandru Iosup, Rynson Lau

City University of Hong Kong

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

4 Citations (Scopus)

Abstract

As an elastic hosting platform, cloud computing has been attracting many attentions for transferring compute-intensive applications from static self-hosting to flexible cloud-based hosting. Distributed virtual environments (DVEs) which typically involve massive users interacting at the same time and feature significant workload dynamics either in spatial due to in-game user mobility or in temporal due to the fluctuating user population, potentially are suitable applications with cloud-based hosting because of the need of resource elasticity. We explore the dynamic resource management for cloud-based DVEs by taking into account their multilevel workload dynamics which differ them from other applications. Simulation results demonstrates the advantages of our developed methods over existing ones.

Original language	English
Title of host publication	MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia
Publisher	Association for Computing Machinery
Pages	1209-1212
ISBN (Print)	9781450330633
DOIs	https://doi.org/10.1145/2647868.2655051
Publication status	Published - 3 Nov 2014
Event	2014 ACM Conference on Multimedia, MM 2014 - Orlando, United States Duration: 3 Nov 2014 → 7 Nov 2014

Conference

Conference	2014 ACM Conference on Multimedia, MM 2014
Place	United States
City	Orlando
Period	3/11/14 → 7/11/14

Research Keywords

Cloud computing
Distributed virtual environments
Elasticity
Load balancing
Resource management
Virtual worlds

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10.1145/2647868.2655051

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title = "Dynamic resource management in cloud-based distributed virtual environments",

abstract = "As an elastic hosting platform, cloud computing has been attracting many attentions for transferring compute-intensive applications from static self-hosting to flexible cloud-based hosting. Distributed virtual environments (DVEs) which typically involve massive users interacting at the same time and feature significant workload dynamics either in spatial due to in-game user mobility or in temporal due to the fluctuating user population, potentially are suitable applications with cloud-based hosting because of the need of resource elasticity. We explore the dynamic resource management for cloud-based DVEs by taking into account their multilevel workload dynamics which differ them from other applications. Simulation results demonstrates the advantages of our developed methods over existing ones.",

keywords = "Cloud computing, Distributed virtual environments, Elasticity, Load balancing, Resource management, Virtual worlds",

author = "Yunhua Deng and Siqi Shen and Zhe Huang and Alexandru Iosup and Rynson Lau",

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doi = "10.1145/2647868.2655051",

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Dynamic resource management in cloud-based distributed virtual environments. / Deng, Yunhua; Shen, Siqi; Huang, Zhe et al.
MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, 2014. p. 1209-1212.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Dynamic resource management in cloud-based distributed virtual environments

AU - Deng, Yunhua

AU - Shen, Siqi

AU - Huang, Zhe

AU - Iosup, Alexandru

AU - Lau, Rynson

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Y1 - 2014/11/3

N2 - As an elastic hosting platform, cloud computing has been attracting many attentions for transferring compute-intensive applications from static self-hosting to flexible cloud-based hosting. Distributed virtual environments (DVEs) which typically involve massive users interacting at the same time and feature significant workload dynamics either in spatial due to in-game user mobility or in temporal due to the fluctuating user population, potentially are suitable applications with cloud-based hosting because of the need of resource elasticity. We explore the dynamic resource management for cloud-based DVEs by taking into account their multilevel workload dynamics which differ them from other applications. Simulation results demonstrates the advantages of our developed methods over existing ones.

AB - As an elastic hosting platform, cloud computing has been attracting many attentions for transferring compute-intensive applications from static self-hosting to flexible cloud-based hosting. Distributed virtual environments (DVEs) which typically involve massive users interacting at the same time and feature significant workload dynamics either in spatial due to in-game user mobility or in temporal due to the fluctuating user population, potentially are suitable applications with cloud-based hosting because of the need of resource elasticity. We explore the dynamic resource management for cloud-based DVEs by taking into account their multilevel workload dynamics which differ them from other applications. Simulation results demonstrates the advantages of our developed methods over existing ones.

KW - Cloud computing

KW - Distributed virtual environments

KW - Elasticity

KW - Load balancing

KW - Resource management

KW - Virtual worlds

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M3 - RGC 32 - Refereed conference paper (with host publication)

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BT - MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia

PB - Association for Computing Machinery

T2 - 2014 ACM Conference on Multimedia, MM 2014

Y2 - 3 November 2014 through 7 November 2014

ER -

Dynamic resource management in cloud-based distributed virtual environments

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Research Keywords

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