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2018 | OriginalPaper | Buchkapitel

An Energy Efficient Load Balancing Algorithm Based on the Active Time of Cores

verfasst von : Tomoya Enokido, Dilawaer Duolikun, Makoto Takizawa

Erschienen in: Advances on Broad-Band Wireless Computing, Communication and Applications

Verlag: Springer International Publishing

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Abstract

Server cluster systems are widely used to realize scalable and high performance computing systems with virtual machine technologies. A large amount of electric energy is consumed in a server cluster system since a server cluster system is composed of large number of servers and multiple servers consume electric energy to perform application processes on multiple virtual machines. In order to design and implement an energy-efficient server cluster system, it is necessary to realize energy-efficient load balancing algorithms. In this paper, the active time-based (ATB) algorithm is proposed to select a virtual machine for each request process so that the total electric energy of a server cluster to perform computation type application processes can be reduced. In the ATB algorithm, it is not necessary to collect a state of every process on every virtual machine to estimate the electric energy of each server. We evaluate the ATB algorithm in terms of the total electric energy of a server cluster compared with the energy consumption laxity based (ECLB) and basic round-robin (RR) algorithms.

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Literatur
4.
Zurück zum Zitat Enokido, T., Aikebaier, A., Takizawa, M.: Process allocation algorithms for saving power consumption in peer-to-peer systems. IEEE Trans. Ind. Electron. 58(6), 2097–2105 (2011)CrossRef Enokido, T., Aikebaier, A., Takizawa, M.: Process allocation algorithms for saving power consumption in peer-to-peer systems. IEEE Trans. Ind. Electron. 58(6), 2097–2105 (2011)CrossRef
5.
Zurück zum Zitat Enokido, T., Aikebaier, A., Takizawa, M.: A model for reducing power consumption in peer-to-peer systems. IEEE Syst. J. 4(2), 221–229 (2010)CrossRef Enokido, T., Aikebaier, A., Takizawa, M.: A model for reducing power consumption in peer-to-peer systems. IEEE Syst. J. 4(2), 221–229 (2010)CrossRef
6.
Zurück zum Zitat Enokido, T., Aikebaier, A., Takizawa, M.: An extended simple power consumption model for selecting a server to perform computation type processes in digital ecosystems. IEEE Trans. Ind. Inf. 10(2), 1627–1636 (2014)CrossRef Enokido, T., Aikebaier, A., Takizawa, M.: An extended simple power consumption model for selecting a server to perform computation type processes in digital ecosystems. IEEE Trans. Ind. Inf. 10(2), 1627–1636 (2014)CrossRef
7.
Zurück zum Zitat Enokido, T., Takizawa, M.: Integrated power consumption model for distributed systems. IEEE Trans. Ind. Electron. 60(2), 824–836 (2013)CrossRef Enokido, T., Takizawa, M.: Integrated power consumption model for distributed systems. IEEE Trans. Ind. Electron. 60(2), 824–836 (2013)CrossRef
8.
Zurück zum Zitat Enokido, T., Takizawa, M.: Power consumption and computation models of virtual machines to perform computation type application processes. In: Proceedings of the 9th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2015), pp. 126–133 (2015) Enokido, T., Takizawa, M.: Power consumption and computation models of virtual machines to perform computation type application processes. In: Proceedings of the 9th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2015), pp. 126–133 (2015)
9.
Zurück zum Zitat Enokido, T., Takizawa, M.: An energy-efficient load balancing algorithm to perform computation type application processes for virtual machine environments. In: Proceedings of the 18th International Conference on Network-Based Information Systems (NBiS 2015), pp. 32–39 (2015) Enokido, T., Takizawa, M.: An energy-efficient load balancing algorithm to perform computation type application processes for virtual machine environments. In: Proceedings of the 18th International Conference on Network-Based Information Systems (NBiS 2015), pp. 32–39 (2015)
Metadaten
Titel
An Energy Efficient Load Balancing Algorithm Based on the Active Time of Cores
verfasst von
Tomoya Enokido
Dilawaer Duolikun
Makoto Takizawa
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-69811-3_16