FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019334960> ?p ?o ?g. }

• W2019334960 endingPage "75" @default.
• W2019334960 startingPage "64" @default.
• W2019334960 abstract "Many practical applications include matrix operations as essential procedures. In addition, recent studies of matrix operations rely on parallel processing to reduce any calculation delays. Because these operations are highly data intensive, many studies have investigated work distribution techniques and data access latency to accelerate algorithms. However, previous studies have not considered hardware architectural features adequately, although they greatly affect the performance of matrix operations. Thus, the present study considers the architectural characteristics that affect the performance of matrix operations on real multicore processors. We use matrix multiplication, LU decomposition, and Cholesky factorization as the test applications, which are well-known data-intensive mathematical algorithms in various fields. We argue that applications only access matrices in a particular direction, and we propose that the canonical data layout is the optimal matrix data layout compared with the block data layout. In addition, the tiling algorithm is utilized to increase the temporal data locality in multilevel caches and to balance the workload as evenly as possible in multicore environments. Our experimental results show that applications using the canonical data layout with tiling have an 8.23% faster execution time and 3.91% of last level cache miss rate compared with applications executed with the block data layout. • We propose the optimal matrix layout for data-intensive parallel matrix operations. • We achieve reduced data latency through the optimized canonical data layout. • Loop transformation using “tiling” is used for efficient parallel algorithms. • The proposed optimized canonical data layout outperforms the existing block data layout." @default.
• W2019334960 created "2016-06-24" @default.
• W2019334960 creator A5015417010 @default.
• W2019334960 creator A5017913155 @default.
• W2019334960 date "2014-07-01" @default.
• W2019334960 modified "2023-09-24" @default.
• W2019334960 title "Architectural investigation of matrix data layout on multicore processors" @default.
• W2019334960 cites W1484289921 @default.
• W2019334960 cites W1600335798 @default.
• W2019334960 cites W198468299 @default.
• W2019334960 cites W1990325383 @default.
• W2019334960 cites W1995367634 @default.
• W2019334960 cites W1997000732 @default.
• W2019334960 cites W2012652661 @default.
• W2019334960 cites W2017838066 @default.
• W2019334960 cites W2020214444 @default.
• W2019334960 cites W2033031014 @default.
• W2019334960 cites W2045325210 @default.
• W2019334960 cites W2051170452 @default.
• W2019334960 cites W2051962060 @default.
• W2019334960 cites W2056999868 @default.
• W2019334960 cites W2063319568 @default.
• W2019334960 cites W2069738303 @default.
• W2019334960 cites W2071203767 @default.
• W2019334960 cites W2072801407 @default.
• W2019334960 cites W2093783472 @default.
• W2019334960 cites W2094542090 @default.
• W2019334960 cites W2094658760 @default.
• W2019334960 cites W2096075159 @default.
• W2019334960 cites W2098220211 @default.
• W2019334960 cites W2101504478 @default.
• W2019334960 cites W2102498740 @default.
• W2019334960 cites W2109222446 @default.
• W2019334960 cites W2116493917 @default.
• W2019334960 cites W2119609467 @default.
• W2019334960 cites W2122381675 @default.
• W2019334960 cites W2122747952 @default.
• W2019334960 cites W2123291824 @default.
• W2019334960 cites W2124480634 @default.
• W2019334960 cites W2127881761 @default.
• W2019334960 cites W2139116943 @default.
• W2019334960 cites W2153439050 @default.
• W2019334960 cites W2155208238 @default.
• W2019334960 cites W2159309967 @default.
• W2019334960 cites W2160485598 @default.
• W2019334960 cites W2160875256 @default.
• W2019334960 cites W3148768511 @default.
• W2019334960 doi "https://doi.org/10.1016/j.future.2013.10.020" @default.
• W2019334960 hasPublicationYear "2014" @default.
• W2019334960 type Work @default.
• W2019334960 sameAs 2019334960 @default.
• W2019334960 citedByCount "2" @default.
• W2019334960 countsByYear W20193349602014 @default.
• W2019334960 countsByYear W20193349602017 @default.
• W2019334960 crossrefType "journal-article" @default.
• W2019334960 hasAuthorship W2019334960A5015417010 @default.
• W2019334960 hasAuthorship W2019334960A5017913155 @default.
• W2019334960 hasConcept C106487976 @default.
• W2019334960 hasConcept C11413529 @default.
• W2019334960 hasConcept C115537543 @default.
• W2019334960 hasConcept C11799548 @default.
• W2019334960 hasConcept C121332964 @default.
• W2019334960 hasConcept C138885662 @default.
• W2019334960 hasConcept C158693339 @default.
• W2019334960 hasConcept C159985019 @default.
• W2019334960 hasConcept C169590947 @default.
• W2019334960 hasConcept C17349429 @default.
• W2019334960 hasConcept C173608175 @default.
• W2019334960 hasConcept C192562407 @default.
• W2019334960 hasConcept C199360897 @default.
• W2019334960 hasConcept C2779808786 @default.
• W2019334960 hasConcept C34727166 @default.
• W2019334960 hasConcept C41008148 @default.
• W2019334960 hasConcept C41895202 @default.
• W2019334960 hasConcept C62520636 @default.
• W2019334960 hasConcept C76155785 @default.
• W2019334960 hasConcept C78766204 @default.
• W2019334960 hasConcept C82876162 @default.
• W2019334960 hasConcept C84114770 @default.
• W2019334960 hasConceptScore W2019334960C106487976 @default.
• W2019334960 hasConceptScore W2019334960C11413529 @default.
• W2019334960 hasConceptScore W2019334960C115537543 @default.
• W2019334960 hasConceptScore W2019334960C11799548 @default.
• W2019334960 hasConceptScore W2019334960C121332964 @default.
• W2019334960 hasConceptScore W2019334960C138885662 @default.
• W2019334960 hasConceptScore W2019334960C158693339 @default.
• W2019334960 hasConceptScore W2019334960C159985019 @default.
• W2019334960 hasConceptScore W2019334960C169590947 @default.
• W2019334960 hasConceptScore W2019334960C17349429 @default.
• W2019334960 hasConceptScore W2019334960C173608175 @default.
• W2019334960 hasConceptScore W2019334960C192562407 @default.
• W2019334960 hasConceptScore W2019334960C199360897 @default.
• W2019334960 hasConceptScore W2019334960C2779808786 @default.
• W2019334960 hasConceptScore W2019334960C34727166 @default.
• W2019334960 hasConceptScore W2019334960C41008148 @default.
• W2019334960 hasConceptScore W2019334960C41895202 @default.
• W2019334960 hasConceptScore W2019334960C62520636 @default.
• W2019334960 hasConceptScore W2019334960C76155785 @default.

• next