Matches in SemOpenAlex for { <https://semopenalex.org/work/W1590584831> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W1590584831 endingPage "577" @default.
- W1590584831 startingPage "570" @default.
- W1590584831 abstract "The general-purpose computing capabilities of the Graphics Processing Unit (GPU) have recently been given a great deal of attention by the High-Performance Computing (HPC) community. By allowing massively parallel applications to run efficiently on commodity graphics cards, personal supercomputers are now available in desktop versions at a low price. For some applications, speedups of 70 times that of a single CPU implementation have been achieved. Among the most popular GPUs are those based on the NVIDIA Tesla Architecture which allows relatively easy development of GPU applications using the NVIDIA CUDA programming environment. While the GPU is gaining interest in the HPC community, others are more reluctant to embrace the GPU as a computational device. The focus on throughput and large data volumes separates Information Retrieval (IR) from HPC, since for IR it is critical to process large amounts of data efficiently, a task which the GPU currently does not excel at. Only recently has the IR community begun to explore the possibilities, and an implementation of a search engine for the GPU was published recently in April 2009. This thesis analyzes how GPUs can be improved to better suit large data volume applications. Current graphics cards have a bottleneck regarding the transfer of data between the host and the GPU. One approach to resolve this bottleneck is to include the host memory as part of the GPUs memory hierarchy. We develop a theoretical model, and based on this model, the expected performance improvement for high data volume applications are shown for both computationally-bound and data transfer-bound applications. The performance improvement for an existing search engine is also given based on the theoretical model. For this case, the improvements would result in a speedup between 1.389 and 1.874 for the various query-types supported by the search engine." @default.
- W1590584831 created "2016-06-24" @default.
- W1590584831 creator A5034955770 @default.
- W1590584831 date "2009-01-01" @default.
- W1590584831 modified "2023-09-26" @default.
- W1590584831 title "Throughput Computing on Future GPUs" @default.
- W1590584831 cites W1501386670 @default.
- W1590584831 cites W1516527356 @default.
- W1590584831 cites W1555915743 @default.
- W1590584831 cites W1660390307 @default.
- W1590584831 cites W1965387308 @default.
- W1590584831 cites W1994061133 @default.
- W1590584831 cites W2046325278 @default.
- W1590584831 cites W2060108852 @default.
- W1590584831 cites W2066636486 @default.
- W1590584831 cites W2121082877 @default.
- W1590584831 cites W2128022558 @default.
- W1590584831 cites W2138662031 @default.
- W1590584831 cites W2140453381 @default.
- W1590584831 cites W2155503253 @default.
- W1590584831 cites W2159159598 @default.
- W1590584831 cites W2164619507 @default.
- W1590584831 cites W2168053474 @default.
- W1590584831 cites W2170707555 @default.
- W1590584831 cites W2295862081 @default.
- W1590584831 cites W788498898 @default.
- W1590584831 hasPublicationYear "2009" @default.
- W1590584831 type Work @default.
- W1590584831 sameAs 1590584831 @default.
- W1590584831 citedByCount "1" @default.
- W1590584831 countsByYear W15905848312015 @default.
- W1590584831 crossrefType "proceedings-article" @default.
- W1590584831 hasAuthorship W1590584831A5034955770 @default.
- W1590584831 hasConcept C111919701 @default.
- W1590584831 hasConcept C126831891 @default.
- W1590584831 hasConcept C149635348 @default.
- W1590584831 hasConcept C157764524 @default.
- W1590584831 hasConcept C173608175 @default.
- W1590584831 hasConcept C18903297 @default.
- W1590584831 hasConcept C190475519 @default.
- W1590584831 hasConcept C21442007 @default.
- W1590584831 hasConcept C2778119891 @default.
- W1590584831 hasConcept C2779851693 @default.
- W1590584831 hasConcept C2780513914 @default.
- W1590584831 hasConcept C41008148 @default.
- W1590584831 hasConcept C50630238 @default.
- W1590584831 hasConcept C555944384 @default.
- W1590584831 hasConcept C83283714 @default.
- W1590584831 hasConcept C86803240 @default.
- W1590584831 hasConceptScore W1590584831C111919701 @default.
- W1590584831 hasConceptScore W1590584831C126831891 @default.
- W1590584831 hasConceptScore W1590584831C149635348 @default.
- W1590584831 hasConceptScore W1590584831C157764524 @default.
- W1590584831 hasConceptScore W1590584831C173608175 @default.
- W1590584831 hasConceptScore W1590584831C18903297 @default.
- W1590584831 hasConceptScore W1590584831C190475519 @default.
- W1590584831 hasConceptScore W1590584831C21442007 @default.
- W1590584831 hasConceptScore W1590584831C2778119891 @default.
- W1590584831 hasConceptScore W1590584831C2779851693 @default.
- W1590584831 hasConceptScore W1590584831C2780513914 @default.
- W1590584831 hasConceptScore W1590584831C41008148 @default.
- W1590584831 hasConceptScore W1590584831C50630238 @default.
- W1590584831 hasConceptScore W1590584831C555944384 @default.
- W1590584831 hasConceptScore W1590584831C83283714 @default.
- W1590584831 hasConceptScore W1590584831C86803240 @default.
- W1590584831 hasLocation W15905848311 @default.
- W1590584831 hasOpenAccess W1590584831 @default.
- W1590584831 hasPrimaryLocation W15905848311 @default.
- W1590584831 hasRelatedWork W160245670 @default.
- W1590584831 hasRelatedWork W1984429368 @default.
- W1590584831 hasRelatedWork W1994151619 @default.
- W1590584831 hasRelatedWork W2093332652 @default.
- W1590584831 hasRelatedWork W2113247440 @default.
- W1590584831 hasRelatedWork W2130561688 @default.
- W1590584831 hasRelatedWork W2144663944 @default.
- W1590584831 hasRelatedWork W2156149687 @default.
- W1590584831 hasRelatedWork W2186924442 @default.
- W1590584831 hasRelatedWork W2213609752 @default.
- W1590584831 hasRelatedWork W2219576555 @default.
- W1590584831 hasRelatedWork W2295862081 @default.
- W1590584831 hasRelatedWork W2313264472 @default.
- W1590584831 hasRelatedWork W2386968296 @default.
- W1590584831 hasRelatedWork W2538840912 @default.
- W1590584831 hasRelatedWork W27540008 @default.
- W1590584831 hasRelatedWork W2907478628 @default.
- W1590584831 hasRelatedWork W2999812057 @default.
- W1590584831 hasRelatedWork W3154264674 @default.
- W1590584831 hasRelatedWork W2303750884 @default.
- W1590584831 isParatext "false" @default.
- W1590584831 isRetracted "false" @default.
- W1590584831 magId "1590584831" @default.
- W1590584831 workType "article" @default.