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Mastering system and power measures for servers in datacenter

Da Costa, Georges and Pierson, Jean-Marc and Fontoura Cupertino, Leandro Mastering system and power measures for servers in datacenter. (2017) Sustainable Computing: Informatics and Systems, 15. 28-38. ISSN 2210-5379

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Official URL: https://doi.org/10.1016/j.suscom.2017.05.003

Abstract

Using power meters and performance counters to get insight on system's behavior in terms of power consumption is common nowadays. The values coming from these external or internal meters are usually used directly by the research community, for instance to derive higher-level power models with learning techniques or to use them in decision tools such as schedulers in HPC and Cloud Computing. While it is reasonable when one wants only to have a broad view on the power consumption, they can not be used directly in most cases: We prove in this article that the problems of distributed measure and hardware limits are way more complex and create bias, and we give the keys to understand and chose the proper methodology to handle these bias to obtain relevant values for enhanced usage. A generic methodology is analyzed and its main lessons extracted for a direct usage by the research community to master system and power measures for servers in datacenter.

Item Type:Article
Additional Information:Thanks to Elsevier editor. This papers appears in volume 15 of Sustainable Computing: Informatics and Systems ISSN 2210-5379. The definitive version is available at: http://www.sciencedirect.com The original PDF of the article can be found at: https://www.sciencedirect.com/science/article/pii/S2210537917300318
HAL Id:hal-01873703
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:19 Jun 2018 09:56

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