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dc.date.accessioned 2020-03-16T17:09:29Z
dc.date.available 2020-03-16T17:09:29Z
dc.date.issued 2019
dc.identifier.uri http://sedici.unlp.edu.ar/handle/10915/90904
dc.description.abstract In the exascale race where huge corporations are spending billions of dollars on designing highly efficient heterogeneous supercomputers, the real need to reduce power envelopes forces current technologies to face crucial challenges as well as it demands the scientific community to evaluate and optimize the performance-power ratio. While energy consumption continues to climb up, the viability of these massive systems becomes a growing concern. In this context, the relevance of specific power-related research works turns into a priority. So we here develop an exhaustive step-by-step process for selecting a comprehensive set of hardware performance counters to serve as an input in an eventual GPU cross-architectural power consumption model. Our experiments show a high power-performance correlation between shared GPU events. Also, we present a set of events that delivers exclusive performance information in order to predict accurately GPU power fluctuations. en
dc.format.extent 126-139 es
dc.language en es
dc.subject GPU es
dc.subject Architectures es
dc.subject Performance Counters es
dc.subject Power Consumption es
dc.subject Correlation es
dc.subject Prediction es
dc.title A Study of Hardware Performance Counters Selection for Cross Architectural GPU Power Modeling en
dc.type Objeto de conferencia es
sedici.identifier.isbn 978-987-688-377-1 es
sedici.creator.person Pi Puig, Martín es
sedici.creator.person De Giusti, Laura Cristina es
sedici.creator.person Naiouf, Marcelo es
sedici.creator.person De Giusti, Armando Eduardo es
sedici.description.note XX Workshop Procesamiento Distribuido y Paralelo. es
sedici.subject.materias Ciencias Informáticas es
sedici.description.fulltext true es
mods.originInfo.place Red de Universidades con Carreras en Informática es
sedici.subtype Objeto de conferencia es
sedici.rights.license Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
sedici.rights.uri http://creativecommons.org/licenses/by-nc-sa/4.0/
sedici.date.exposure 2019-10
sedici.relation.event XXV Congreso Argentino de Ciencias de la Computación (CACIC) (Universidad Nacional de Río Cuarto, Córdoba, 14 al 18 de octubre de 2019) es
sedici.description.peerReview peer-review es
sedici.relation.isRelatedWith http://sedici.unlp.edu.ar/handle/10915/90359 es

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Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) Except where otherwise noted, this item's license is described as Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)