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2021 | OriginalPaper | Buchkapitel

An Algorithm to Select a Server to Minimize the Total Energy Consumption of a Cluster

verfasst von : Kaiya Noguchi, Takumi Saito, Dilawaer Duolikun, Tomoya Enokido, Makoto Takizawa

Erschienen in: Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Verlag: Springer International Publishing

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Abstract

We have to decrease electric energy consumption of information systems, especially servers to reduce carbon dioxide emission. In this paper, we discuss how to select a server to perform a new application process issued by a client so as to reduce the total energy consumption of servers in a cluster. Here, we have to estimate the execution time of application processes on a server and the energy consumption of the server to perform the new process and current active processes. In this paper, we newly propose an ESEC (EStimation of Energy Consumption) algorithm to estimate the execution time of current active processes and the energy consumption of a server by considering not only current active processes but also possible processes to be issued after the current time. By using the ESEC model, we also propose an ESECS (ESEC Selection) algorithm to select a server to perform an application process. In the evaluation, we show the total energy consumption of servers and the average execution time of processes can be reduced in the ESEC algorithm in compared with the previous estimation algorithm.

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Literatur
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Metadaten
Titel
An Algorithm to Select a Server to Minimize the Total Energy Consumption of a Cluster
verfasst von
Kaiya Noguchi
Takumi Saito
Dilawaer Duolikun
Tomoya Enokido
Makoto Takizawa
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-61105-7_3