Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309102125> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4309102125 endingPage "47" @default.
- W4309102125 startingPage "32" @default.
- W4309102125 abstract "This work presents an in-depth study of the analytical models for the performance estimation of GPUs. We show that the models' analytical equations can be derived from a pipeline analogy that models each GPU subsystem as an abstract pipeline. We call this the Pipeline model. All the equations are reformulated based on generic pipeline characteristics, namely throughput and latency. Our analysis shows equivalences between models and reveals substantial problems with some of the equations. Rather than relying on equations, the Pipeline model is then used to simulate the behavior of kernel executions based on the same hardware parameters as the analytical models. The simplicity of the model and relying on simulation mean that this approach needs less assumptions, is more comprehensive and is more flexible. More performance aspects can be taken into consideration. The different models are compared and evaluated empirically with 14 kernels of the Rodinia benchmark suite with varying occupancy. The Pipeline model gives an average MAPE of 24, while the average MAPE values of the other models lie between 27 and 136." @default.
- W4309102125 created "2022-11-22" @default.
- W4309102125 creator A5020946708 @default.
- W4309102125 creator A5022771488 @default.
- W4309102125 creator A5071807859 @default.
- W4309102125 date "2023-03-01" @default.
- W4309102125 modified "2023-09-23" @default.
- W4309102125 title "Analysis of the analytical performance models for GPUs and extracting the underlying Pipeline model" @default.
- W4309102125 cites W1986491730 @default.
- W4309102125 cites W2002555321 @default.
- W4309102125 cites W2047012348 @default.
- W4309102125 cites W2314321304 @default.
- W4309102125 cites W2607112060 @default.
- W4309102125 cites W2953033921 @default.
- W4309102125 doi "https://doi.org/10.1016/j.jpdc.2022.11.002" @default.
- W4309102125 hasPublicationYear "2023" @default.
- W4309102125 type Work @default.
- W4309102125 citedByCount "0" @default.
- W4309102125 crossrefType "journal-article" @default.
- W4309102125 hasAuthorship W4309102125A5020946708 @default.
- W4309102125 hasAuthorship W4309102125A5022771488 @default.
- W4309102125 hasAuthorship W4309102125A5071807859 @default.
- W4309102125 hasConcept C11413529 @default.
- W4309102125 hasConcept C114614502 @default.
- W4309102125 hasConcept C126255220 @default.
- W4309102125 hasConcept C127313418 @default.
- W4309102125 hasConcept C13280743 @default.
- W4309102125 hasConcept C166957645 @default.
- W4309102125 hasConcept C173608175 @default.
- W4309102125 hasConcept C185798385 @default.
- W4309102125 hasConcept C199360897 @default.
- W4309102125 hasConcept C28826006 @default.
- W4309102125 hasConcept C33923547 @default.
- W4309102125 hasConcept C41008148 @default.
- W4309102125 hasConcept C43521106 @default.
- W4309102125 hasConcept C459310 @default.
- W4309102125 hasConcept C74193536 @default.
- W4309102125 hasConcept C79581498 @default.
- W4309102125 hasConcept C95457728 @default.
- W4309102125 hasConceptScore W4309102125C11413529 @default.
- W4309102125 hasConceptScore W4309102125C114614502 @default.
- W4309102125 hasConceptScore W4309102125C126255220 @default.
- W4309102125 hasConceptScore W4309102125C127313418 @default.
- W4309102125 hasConceptScore W4309102125C13280743 @default.
- W4309102125 hasConceptScore W4309102125C166957645 @default.
- W4309102125 hasConceptScore W4309102125C173608175 @default.
- W4309102125 hasConceptScore W4309102125C185798385 @default.
- W4309102125 hasConceptScore W4309102125C199360897 @default.
- W4309102125 hasConceptScore W4309102125C28826006 @default.
- W4309102125 hasConceptScore W4309102125C33923547 @default.
- W4309102125 hasConceptScore W4309102125C41008148 @default.
- W4309102125 hasConceptScore W4309102125C43521106 @default.
- W4309102125 hasConceptScore W4309102125C459310 @default.
- W4309102125 hasConceptScore W4309102125C74193536 @default.
- W4309102125 hasConceptScore W4309102125C79581498 @default.
- W4309102125 hasConceptScore W4309102125C95457728 @default.
- W4309102125 hasLocation W43091021251 @default.
- W4309102125 hasOpenAccess W4309102125 @default.
- W4309102125 hasPrimaryLocation W43091021251 @default.
- W4309102125 hasRelatedWork W1485630101 @default.
- W4309102125 hasRelatedWork W1777209000 @default.
- W4309102125 hasRelatedWork W2093683727 @default.
- W4309102125 hasRelatedWork W2099453301 @default.
- W4309102125 hasRelatedWork W2107519549 @default.
- W4309102125 hasRelatedWork W2152997083 @default.
- W4309102125 hasRelatedWork W2164821985 @default.
- W4309102125 hasRelatedWork W2915788706 @default.
- W4309102125 hasRelatedWork W4283652261 @default.
- W4309102125 hasRelatedWork W769634045 @default.
- W4309102125 hasVolume "173" @default.
- W4309102125 isParatext "false" @default.
- W4309102125 isRetracted "false" @default.
- W4309102125 workType "article" @default.