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2017 | OriginalPaper | Buchkapitel

2. VM Placement via Resource Brokers in a Cloud Datacenter

verfasst von : Chan-Hyun Youn, Min Chen, Patrizio Dazzi

Erschienen in: Cloud Broker and Cloudlet for Workflow Scheduling

Verlag: Springer Singapore

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Abstract

Resource management in cloud datacenters is one of the most important issues for cloud service providers because it directly affects their profit. Energy and performance guarantee are two major concern of it. In energy aspect, the total estimated energy bill of datacenters is $11.5 billion and their energy bills double every five years [1, 2] Also, in performance guarantee aspect, many researches insist that performance metrics such as throughput and response time should be considered as well as availability in IaaS SLA [3, 4].

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Literatur
2.
Zurück zum Zitat R. Buyya, A. Beloglazov, J. Abawajy, Energy-efficient management of data center resources for cloud computing: a vision, architectural elements, and open challenges (2010) R. Buyya, A. Beloglazov, J. Abawajy, Energy-efficient management of data center resources for cloud computing: a vision, architectural elements, and open challenges (2010)
3.
Zurück zum Zitat S.A. Baset, Cloud SLAs: present and future. SIGOPS Oper. Syst. Rev. 46(2), 57–66 (2012)CrossRef S.A. Baset, Cloud SLAs: present and future. SIGOPS Oper. Syst. Rev. 46(2), 57–66 (2012)CrossRef
4.
Zurück zum Zitat J. M. Myerson, Best Practices to Develop Slas for Cloud Computing. (IBM Corporation, New York, 2013) p. 9 J. M. Myerson, Best Practices to Develop Slas for Cloud Computing. (IBM Corporation, New York, 2013) p. 9
5.
Zurück zum Zitat A. Shankar U. Bellur, Virtual Machine Placement in Computing Clouds CoRR, abs/1011.5064 (2010) A. Shankar U. Bellur, Virtual Machine Placement in Computing Clouds CoRR, abs/1011.5064 (2010)
6.
Zurück zum Zitat M. Lin, A. Wierman, L.L.H. Andrew, E. Thereska, Dynamic right-sizing for power-proportional data centers. IEEE/ACM Trans. Netw. 21(5), 1378–1391 (2013)CrossRef M. Lin, A. Wierman, L.L.H. Andrew, E. Thereska, Dynamic right-sizing for power-proportional data centers. IEEE/ACM Trans. Netw. 21(5), 1378–1391 (2013)CrossRef
7.
Zurück zum Zitat Z. Xiao, W. Song, Q. Chen, Dynamic resource allocation using virtual machines for cloud computing environment. IEEE Trans. Parallel Distrib. Syst. 24(6), 1107–1117 (2013)CrossRef Z. Xiao, W. Song, Q. Chen, Dynamic resource allocation using virtual machines for cloud computing environment. IEEE Trans. Parallel Distrib. Syst. 24(6), 1107–1117 (2013)CrossRef
8.
Zurück zum Zitat Y. Koh, R. Knauerhase, P. Brett, M. Bowman, Z. Wen, C. Pu, An analysis of performance interference effects in virtual environments. IEEE Int. Symp. Perform Anal. Syst. Softw. 200–209 (2007) Y. Koh, R. Knauerhase, P. Brett, M. Bowman, Z. Wen, C. Pu, An analysis of performance interference effects in virtual environments. IEEE Int. Symp. Perform Anal. Syst. Softw. 200–209 (2007)
9.
Zurück zum Zitat C.D. Patel, A.J. Shah, Cost model for planning, development and operation of a data center. Development 107, 1–36 (2005) C.D. Patel, A.J. Shah, Cost model for planning, development and operation of a data center. Development 107, 1–36 (2005)
10.
Zurück zum Zitat W.-J. Kim, D.-K. Kang, S.-H. Kim, C.-H. Youn, Cost adaptive vm management for scientific workflow application in mobile cloud. Mob. Netw. Appl. 20(3), 328–336 (2015)CrossRef W.-J. Kim, D.-K. Kang, S.-H. Kim, C.-H. Youn, Cost adaptive vm management for scientific workflow application in mobile cloud. Mob. Netw. Appl. 20(3), 328–336 (2015)CrossRef
11.
Zurück zum Zitat K. Hoste, A. Phansalkar, L. Eeckhout, A. Georges, L. K. John, K. De Bosschere, Performance prediction based on inherent program similarity PACT, vol 9 (Seattle, washinton 2006), p. 114 K. Hoste, A. Phansalkar, L. Eeckhout, A. Georges, L. K. John, K. De Bosschere, Performance prediction based on inherent program similarity PACT, vol 9 (Seattle, washinton 2006), p. 114
14.
Zurück zum Zitat K. Hoste, L. Eeckhout, Microarchitecture-independent workload characterization. IEEE Micro 27(3), 63–72 (2007)CrossRef K. Hoste, L. Eeckhout, Microarchitecture-independent workload characterization. IEEE Micro 27(3), 63–72 (2007)CrossRef
15.
Zurück zum Zitat A. Ali-Eldin, J. Tordsson, E. Elmroth, M. Kihl, Workload Classification for Efficient Auto-Scaling of Cloud Resources. (2005) A. Ali-Eldin, J. Tordsson, E. Elmroth, M. Kihl, Workload Classification for Efficient Auto-Scaling of Cloud Resources. (2005)
17.
Zurück zum Zitat D.-K. Kang, F. Al-Hazemi, S.-H. Kim, M. Chen, L. Peng, C.-H. Youn, Adaptive VM management with two phase power consumption cost models in cloud datacenter. Mob. Netw. Appl. 21(5), 793–805 (2016)CrossRef D.-K. Kang, F. Al-Hazemi, S.-H. Kim, M. Chen, L. Peng, C.-H. Youn, Adaptive VM management with two phase power consumption cost models in cloud datacenter. Mob. Netw. Appl. 21(5), 793–805 (2016)CrossRef
18.
Zurück zum Zitat M. Chen, Y. Zhang, L. Hu, T. Taleb, Z. Sheng, Cloud-based wireless network: virtualized, reconfigurable, smart wireless network to enable 5G technologies. Mob. Netw. Appl. 20(6), 704–712 (2015)CrossRef M. Chen, Y. Zhang, L. Hu, T. Taleb, Z. Sheng, Cloud-based wireless network: virtualized, reconfigurable, smart wireless network to enable 5G technologies. Mob. Netw. Appl. 20(6), 704–712 (2015)CrossRef
19.
Zurück zum Zitat M. Chen, H. Jin, Y. Wen, V. Leung, Enabling technologies for future data center networking: a primer. IEEE Netw. 27(4), 8–15 (2013)CrossRef M. Chen, H. Jin, Y. Wen, V. Leung, Enabling technologies for future data center networking: a primer. IEEE Netw. 27(4), 8–15 (2013)CrossRef
20.
Zurück zum Zitat F. Xu, F. Liu, L. Liu, H. Jin, B.B. Li, B.B. Li, iAware: making live migration of virtual machines interference-aware in the cloud. IEEE Trans. Comput. 63(12), 3012–3025 (2014)MathSciNetCrossRefMATH F. Xu, F. Liu, L. Liu, H. Jin, B.B. Li, B.B. Li, iAware: making live migration of virtual machines interference-aware in the cloud. IEEE Trans. Comput. 63(12), 3012–3025 (2014)MathSciNetCrossRefMATH
21.
Zurück zum Zitat D. Gupta, L. Cherkasova, R. Gardner, A. Vahdat, Enforcing performance isolation across virtual machines in xen, Proceedings 7th ACM/IFIP/USENIX international conference middleware, pp. 342–362, (2006) D. Gupta, L. Cherkasova, R. Gardner, A. Vahdat, Enforcing performance isolation across virtual machines in xen, Proceedings 7th ACM/IFIP/USENIX international conference middleware, pp. 342–362, (2006)
22.
Zurück zum Zitat A. Nisar, W.K. Liao, A. Choudhary, Scaling parallel I/O performance through I/O delegate and caching system, 2008 SC—International conference for high performance computing (Storage and Analysis, SC, Networking, 2008) A. Nisar, W.K. Liao, A. Choudhary, Scaling parallel I/O performance through I/O delegate and caching system, 2008 SC—International conference for high performance computing (Storage and Analysis, SC, Networking, 2008)
23.
Zurück zum Zitat M. Chen, Y. Zhang, Y. Li, S. Mao, V.C.M. Leung, EMC: Emotion-aware mobile cloud computing in 5G. IEEE Netw. 29(2), 32–38 (2015)CrossRef M. Chen, Y. Zhang, Y. Li, S. Mao, V.C.M. Leung, EMC: Emotion-aware mobile cloud computing in 5G. IEEE Netw. 29(2), 32–38 (2015)CrossRef
24.
Zurück zum Zitat K. Deb, A. Pratap, S. Agarwal, T. Meyarivan, A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6(2), 182–197 (2002)CrossRef K. Deb, A. Pratap, S. Agarwal, T. Meyarivan, A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6(2), 182–197 (2002)CrossRef
Metadaten
Titel
VM Placement via Resource Brokers in a Cloud Datacenter
verfasst von
Chan-Hyun Youn
Min Chen
Patrizio Dazzi
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-5071-8_2