FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2588102839> ?p ?o ?g. }

• W2588102839 abstract "In this paper, a study of the parallel exploitation of a Support Vector Machine (SVM) classifier with a linear kernel running on a Massively Parallel Processor Array platform is exposed. This system joins 256 cores working in parallel and grouped in 16 different clusters. The main objective of the research has been to develop an optimal implementation of the SVM classifier on a MPPA platform whilst the architectural bottlenecks of the hyperspectral image classifier are analyzed. Experimenting with medical images, the parallelization of the SVM classification has been conducted using three strategies: i) single- and multi-core processing, ii) single- and multi-cluster analysis and iii) single- and double-buffer execution. As a result, an average core processing speedup of 11.8 has been achieved when parallelizing the SVM classification process in a single cluster. On the contrary, since data communication accounts for 34.7% of the total execution time in the sequential case, the total speedup is upper-bounded to 2.9. Using a double-buffer methodology, a total speedup of 2.84 has been achieved on a single cluster. At last, the feasibility of a portable version of a linear SVM has been demonstrated." @default.
• W2588102839 created "2017-02-24" @default.
• W2588102839 creator A5004708657 @default.
• W2588102839 creator A5005244496 @default.
• W2588102839 creator A5013980644 @default.
• W2588102839 creator A5045090259 @default.
• W2588102839 creator A5064256426 @default.
• W2588102839 creator A5073876341 @default.
• W2588102839 date "2016-10-01" @default.
• W2588102839 modified "2023-10-02" @default.
• W2588102839 title "Hyperspectral image classification using a parallel implementation of the linear SVM on a Massively Parallel Processor Array (MPPA) platform" @default.
• W2588102839 cites W1481523241 @default.
• W2588102839 cites W1532610010 @default.
• W2588102839 cites W1971637299 @default.
• W2588102839 cites W1977791453 @default.
• W2588102839 cites W1987891903 @default.
• W2588102839 cites W1988386267 @default.
• W2588102839 cites W2013482901 @default.
• W2588102839 cites W2022470997 @default.
• W2588102839 cites W2033214164 @default.
• W2588102839 cites W2037236246 @default.
• W2588102839 cites W2055069115 @default.
• W2588102839 cites W2067782748 @default.
• W2588102839 cites W2080545724 @default.
• W2588102839 cites W2083893771 @default.
• W2588102839 cites W2093103229 @default.
• W2588102839 cites W2104269704 @default.
• W2588102839 cites W2105270383 @default.
• W2588102839 cites W2109625332 @default.
• W2588102839 cites W2118996198 @default.
• W2588102839 cites W2136251662 @default.
• W2588102839 cites W2145285922 @default.
• W2588102839 cites W2153635508 @default.
• W2588102839 cites W2156909104 @default.
• W2588102839 cites W2166661231 @default.
• W2588102839 cites W2171171329 @default.
• W2588102839 cites W2241001100 @default.
• W2588102839 cites W2299590510 @default.
• W2588102839 cites W1942766676 @default.
• W2588102839 doi "https://doi.org/10.1109/dasip.2016.7853812" @default.
• W2588102839 hasPublicationYear "2016" @default.
• W2588102839 type Work @default.
• W2588102839 sameAs 2588102839 @default.
• W2588102839 citedByCount "1" @default.
• W2588102839 countsByYear W25881028392017 @default.
• W2588102839 crossrefType "proceedings-article" @default.
• W2588102839 hasAuthorship W2588102839A5004708657 @default.
• W2588102839 hasAuthorship W2588102839A5005244496 @default.
• W2588102839 hasAuthorship W2588102839A5013980644 @default.
• W2588102839 hasAuthorship W2588102839A5045090259 @default.
• W2588102839 hasAuthorship W2588102839A5064256426 @default.
• W2588102839 hasAuthorship W2588102839A5073876341 @default.
• W2588102839 hasConcept C114614502 @default.
• W2588102839 hasConcept C12267149 @default.
• W2588102839 hasConcept C153180895 @default.
• W2588102839 hasConcept C154945302 @default.
• W2588102839 hasConcept C159078339 @default.
• W2588102839 hasConcept C173608175 @default.
• W2588102839 hasConcept C190475519 @default.
• W2588102839 hasConcept C199360897 @default.
• W2588102839 hasConcept C2778692605 @default.
• W2588102839 hasConcept C33923547 @default.
• W2588102839 hasConcept C41008148 @default.
• W2588102839 hasConcept C68339613 @default.
• W2588102839 hasConcept C74193536 @default.
• W2588102839 hasConcept C95623464 @default.
• W2588102839 hasConceptScore W2588102839C114614502 @default.
• W2588102839 hasConceptScore W2588102839C12267149 @default.
• W2588102839 hasConceptScore W2588102839C153180895 @default.
• W2588102839 hasConceptScore W2588102839C154945302 @default.
• W2588102839 hasConceptScore W2588102839C159078339 @default.
• W2588102839 hasConceptScore W2588102839C173608175 @default.
• W2588102839 hasConceptScore W2588102839C190475519 @default.
• W2588102839 hasConceptScore W2588102839C199360897 @default.
• W2588102839 hasConceptScore W2588102839C2778692605 @default.
• W2588102839 hasConceptScore W2588102839C33923547 @default.
• W2588102839 hasConceptScore W2588102839C41008148 @default.
• W2588102839 hasConceptScore W2588102839C68339613 @default.
• W2588102839 hasConceptScore W2588102839C74193536 @default.
• W2588102839 hasConceptScore W2588102839C95623464 @default.
• W2588102839 hasLocation W25881028391 @default.
• W2588102839 hasOpenAccess W2588102839 @default.
• W2588102839 hasPrimaryLocation W25881028391 @default.
• W2588102839 hasRelatedWork W1551812369 @default.
• W2588102839 hasRelatedWork W1572522693 @default.
• W2588102839 hasRelatedWork W169774068 @default.
• W2588102839 hasRelatedWork W2092377008 @default.
• W2588102839 hasRelatedWork W2110122118 @default.
• W2588102839 hasRelatedWork W2143585472 @default.
• W2588102839 hasRelatedWork W2159350554 @default.
• W2588102839 hasRelatedWork W2293566456 @default.
• W2588102839 hasRelatedWork W2374947520 @default.
• W2588102839 hasRelatedWork W2406583739 @default.
• W2588102839 hasRelatedWork W2408842202 @default.
• W2588102839 hasRelatedWork W2415971209 @default.
• W2588102839 hasRelatedWork W2610241426 @default.
• W2588102839 hasRelatedWork W2733492293 @default.
• W2588102839 hasRelatedWork W2736396799 @default.
• W2588102839 hasRelatedWork W2747213068 @default.
• W2588102839 hasRelatedWork W2773793090 @default.

• next