Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing

A. Young Son; Yeon Soo Lim; Eui Nam Huh

doi:10.1109/WorldS4.2018.8611618

Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing

A. Young Son, Yeon Soo Lim, Eui Nam Huh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

VM placement used many areas like resource management in cloud computing environment. However, most of previous work has not guaranteed sufficient efficiency to meet user requirements such as energy efficiency and cost. Furthermore, most of the previous approaches did not consider the multi-metric according to the objective. Thus, to maximize energy efficiency, we have to consider combining decision method with Fuzzy and AHP. The simulations show that the hierarchical VM placement scheme is necessary to meet user requirement. In this paper, we proposed VM energy efficient placement (VMP) scheme based on Fuzzy-AHP system for sustainable cloud computing. Finally, we proved the efficiency of energy for the proposed scheme by using static VMP schemes.

Original language	English
Title of host publication	Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018
Editors	Amit Joshi, Nilanjan Dey, Xin-She Yang
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	303-307
Number of pages	5
ISBN (Electronic)	9781538672808
DOIs	https://doi.org/10.1109/WorldS4.2018.8611618
Publication status	Published - 14 Jan 2019
Event	2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018 - London, United Kingdom Duration: 30 Oct 2018 → 31 Oct 2018

Publication series

Name	Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018

Conference

Conference	2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018
Country/Territory	United Kingdom
City	London
Period	30/10/18 → 31/10/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

Analytical Hierarchical Process (AHP)
Cloud computing
Data Center
Fuzzy
Multi-Criteria Decision Making (MCDM)
Resource scaling

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/WorldS4.2018.8611618

Cite this

Son, A. Y., Lim, Y. S., & Huh, E. N. (2019). Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing. In A. Joshi, N. Dey, & X.-S. Yang (Eds.), Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018 (pp. 303-307). Article 8611618 (Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WorldS4.2018.8611618

Son, A. Young ; Lim, Yeon Soo ; Huh, Eui Nam. / Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing. Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018. editor / Amit Joshi ; Nilanjan Dey ; Xin-She Yang. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 303-307 (Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018).

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title = "Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing",

abstract = "VM placement used many areas like resource management in cloud computing environment. However, most of previous work has not guaranteed sufficient efficiency to meet user requirements such as energy efficiency and cost. Furthermore, most of the previous approaches did not consider the multi-metric according to the objective. Thus, to maximize energy efficiency, we have to consider combining decision method with Fuzzy and AHP. The simulations show that the hierarchical VM placement scheme is necessary to meet user requirement. In this paper, we proposed VM energy efficient placement (VMP) scheme based on Fuzzy-AHP system for sustainable cloud computing. Finally, we proved the efficiency of energy for the proposed scheme by using static VMP schemes.",

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Son, AY, Lim, YS & Huh, EN 2019, Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing. in A Joshi, N Dey & X-S Yang (eds), Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018., 8611618, Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018, Institute of Electrical and Electronics Engineers Inc., pp. 303-307, 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018, London, United Kingdom, 30/10/18. https://doi.org/10.1109/WorldS4.2018.8611618

Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing. / Son, A. Young; Lim, Yeon Soo; Huh, Eui Nam.
Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018. ed. / Amit Joshi; Nilanjan Dey; Xin-She Yang. Institute of Electrical and Electronics Engineers Inc., 2019. p. 303-307 8611618 (Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing

AU - Son, A. Young

AU - Lim, Yeon Soo

AU - Huh, Eui Nam

PY - 2019/1/14

Y1 - 2019/1/14

N2 - VM placement used many areas like resource management in cloud computing environment. However, most of previous work has not guaranteed sufficient efficiency to meet user requirements such as energy efficiency and cost. Furthermore, most of the previous approaches did not consider the multi-metric according to the objective. Thus, to maximize energy efficiency, we have to consider combining decision method with Fuzzy and AHP. The simulations show that the hierarchical VM placement scheme is necessary to meet user requirement. In this paper, we proposed VM energy efficient placement (VMP) scheme based on Fuzzy-AHP system for sustainable cloud computing. Finally, we proved the efficiency of energy for the proposed scheme by using static VMP schemes.

AB - VM placement used many areas like resource management in cloud computing environment. However, most of previous work has not guaranteed sufficient efficiency to meet user requirements such as energy efficiency and cost. Furthermore, most of the previous approaches did not consider the multi-metric according to the objective. Thus, to maximize energy efficiency, we have to consider combining decision method with Fuzzy and AHP. The simulations show that the hierarchical VM placement scheme is necessary to meet user requirement. In this paper, we proposed VM energy efficient placement (VMP) scheme based on Fuzzy-AHP system for sustainable cloud computing. Finally, we proved the efficiency of energy for the proposed scheme by using static VMP schemes.

KW - Analytical Hierarchical Process (AHP)

KW - Cloud computing

KW - Data Center

KW - Fuzzy

KW - Multi-Criteria Decision Making (MCDM)

KW - Resource scaling

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M3 - Conference contribution

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T3 - Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018

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BT - Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018

A2 - Joshi, Amit

A2 - Dey, Nilanjan

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PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 30 October 2018 through 31 October 2018

ER -

Son AY, Lim YS, Huh EN. Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing. In Joshi A, Dey N, Yang XS, editors, Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018. Institute of Electrical and Electronics Engineers Inc. 2019. p. 303-307. 8611618. (Proceedings of the 2nd World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2018). doi: 10.1109/WorldS4.2018.8611618

Energy Efficient VM Placement Scheme Based on Fuzzy-AHP System for Sustainable Cloud Computing

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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