Mostrar el registro sencillo del ítem

dc.contributor.authorLópez Albelda, Bernabé
dc.contributor.authorGonzález-Linares, José María 
dc.contributor.authorGuil-Mata, Nicolás 
dc.date.accessioned2019-09-24T07:41:36Z
dc.date.available2019-09-24T07:41:36Z
dc.date.created2019
dc.date.issued2019-09-24
dc.identifier.urihttps://hdl.handle.net/10630/18447
dc.description.abstractNowadays GPU clusters are available in almost every data processing center. Their GPUs are typically shared by different applications that might have different processing needs and/or different levels of priority. As current GPUs do not support hardware-based preemption mechanisms, it is not possible to ensure the required Quality of Service (QoS) when application kernels are offloaded to devices. In this work, we present an efficient software preemption mechanism with low overhead that evicts and relaunches GPU kernels to provide support to different preemptive scheduling policies. We also propose a new fairness-based scheduler named Fair and Responsive Scheduler, (FRS), that takes into account the current value of the kernels slowdown to both select the new kernel to be launched and establish the time interval it is going to run (quantum).en_US
dc.description.sponsorshipUniversidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.en_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectProgramación de ordenadoresen_US
dc.subjectProceso electrónico de datosen_US
dc.subject.otherGPU preemptionen_US
dc.subject.otherSchedulingen_US
dc.subject.otherCUDA Streamsen_US
dc.titleTasks Fairness Scheduler for GPUen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.centroE.T.S.I. Informáticaen_US
dc.relation.eventtitleJornadas SARTECOen_US
dc.relation.eventplaceCáceres, Españaen_US
dc.relation.eventdate18 al 20 de septiembre de 2019en_US
dc.rights.ccAtribución 4.0 Internacional*


Ficheros en el ítem

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem

Atribución 4.0 Internacional
Excepto si se señala otra cosa, la licencia del ítem se describe como Atribución 4.0 Internacional