FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3101804962> ?p ?o ?g. }

• W3101804962 endingPage "97" @default.
• W3101804962 startingPage "80" @default.
• W3101804962 abstract "Understanding the scalability of parallel programs is crucial for software optimization and hardware architecture design. As HPC hardware is moving towards many-core design, it becomes increasingly difficult for a parallel program to make effective use of all available processor cores. This makes scalability analysis increasingly important. This paper presents a quantitative study for characterizing the scalability of sparse matrix–vector multiplications (SpMV) on Phytium FT-2000+, an ARM-based HPC many-core architecture. We choose SpMV as it is a common operation in scientific and HPC applications. Due to the newness of ARM-based many-core architectures, there is little work on understanding the SpMV scalability on such hardware design. To close the gap, we carry out a large-scale empirical evaluation involved over 1000 representative SpMV datasets. We show that, while many computation-intensive SpMV applications contain extensive parallelism, achieving a linear speedup is non-trivial on Phytium FT-2000+. To better understand what software and hardware parameters are most important for determining the scalability of a given SpMV kernel, we develop a performance analytical model based on the regression tree. We show that our model is highly effective in characterizing SpMV scalability, offering useful insights to help application developers for better optimizing SpMV on an emerging HPC architecture." @default.
• W3101804962 created "2020-11-23" @default.
• W3101804962 creator A5003379409 @default.
• W3101804962 creator A5028870701 @default.
• W3101804962 creator A5031143562 @default.
• W3101804962 creator A5059351590 @default.
• W3101804962 creator A5083171604 @default.
• W3101804962 date "2019-11-15" @default.
• W3101804962 modified "2023-10-16" @default.
• W3101804962 title "Characterizing Scalability of Sparse Matrix–Vector Multiplications on Phytium FT-2000+" @default.
• W3101804962 cites W1552624537 @default.
• W3101804962 cites W1558412961 @default.
• W3101804962 cites W1588915715 @default.
• W3101804962 cites W1656664476 @default.
• W3101804962 cites W1982020565 @default.
• W3101804962 cites W1982733412 @default.
• W3101804962 cites W1989568755 @default.
• W3101804962 cites W2009654791 @default.
• W3101804962 cites W2033139628 @default.
• W3101804962 cites W2056579078 @default.
• W3101804962 cites W2083304636 @default.
• W3101804962 cites W2091883426 @default.
• W3101804962 cites W2101511474 @default.
• W3101804962 cites W2101778912 @default.
• W3101804962 cites W2103877122 @default.
• W3101804962 cites W2114977680 @default.
• W3101804962 cites W2115052535 @default.
• W3101804962 cites W2128853364 @default.
• W3101804962 cites W2160241055 @default.
• W3101804962 cites W2166536280 @default.
• W3101804962 cites W2409483049 @default.
• W3101804962 cites W2477528380 @default.
• W3101804962 cites W2594987874 @default.
• W3101804962 cites W2618440624 @default.
• W3101804962 cites W2618564128 @default.
• W3101804962 cites W2620838383 @default.
• W3101804962 cites W2784409032 @default.
• W3101804962 cites W2786159829 @default.
• W3101804962 cites W2802808949 @default.
• W3101804962 cites W2902340222 @default.
• W3101804962 cites W2908185957 @default.
• W3101804962 cites W2962724414 @default.
• W3101804962 cites W3163667142 @default.
• W3101804962 cites W4316084067 @default.
• W3101804962 doi "https://doi.org/10.1007/s10766-019-00646-x" @default.
• W3101804962 hasPublicationYear "2019" @default.
• W3101804962 type Work @default.
• W3101804962 sameAs 3101804962 @default.
• W3101804962 citedByCount "10" @default.
• W3101804962 countsByYear W31018049622019 @default.
• W3101804962 countsByYear W31018049622020 @default.
• W3101804962 countsByYear W31018049622021 @default.
• W3101804962 countsByYear W31018049622022 @default.
• W3101804962 countsByYear W31018049622023 @default.
• W3101804962 crossrefType "journal-article" @default.
• W3101804962 hasAuthorship W3101804962A5003379409 @default.
• W3101804962 hasAuthorship W3101804962A5028870701 @default.
• W3101804962 hasAuthorship W3101804962A5031143562 @default.
• W3101804962 hasAuthorship W3101804962A5059351590 @default.
• W3101804962 hasAuthorship W3101804962A5083171604 @default.
• W3101804962 hasBestOaLocation W31018049622 @default.
• W3101804962 hasConcept C111919701 @default.
• W3101804962 hasConcept C114614502 @default.
• W3101804962 hasConcept C118524514 @default.
• W3101804962 hasConcept C173608175 @default.
• W3101804962 hasConcept C33923547 @default.
• W3101804962 hasConcept C41008148 @default.
• W3101804962 hasConcept C48044578 @default.
• W3101804962 hasConcept C68339613 @default.
• W3101804962 hasConcept C74193536 @default.
• W3101804962 hasConcept C78766204 @default.
• W3101804962 hasConceptScore W3101804962C111919701 @default.
• W3101804962 hasConceptScore W3101804962C114614502 @default.
• W3101804962 hasConceptScore W3101804962C118524514 @default.
• W3101804962 hasConceptScore W3101804962C173608175 @default.
• W3101804962 hasConceptScore W3101804962C33923547 @default.
• W3101804962 hasConceptScore W3101804962C41008148 @default.
• W3101804962 hasConceptScore W3101804962C48044578 @default.
• W3101804962 hasConceptScore W3101804962C68339613 @default.
• W3101804962 hasConceptScore W3101804962C74193536 @default.
• W3101804962 hasConceptScore W3101804962C78766204 @default.
• W3101804962 hasFunder F4320321001 @default.
• W3101804962 hasIssue "1" @default.
• W3101804962 hasLocation W31018049621 @default.
• W3101804962 hasLocation W31018049622 @default.
• W3101804962 hasLocation W31018049623 @default.
• W3101804962 hasLocation W31018049624 @default.
• W3101804962 hasOpenAccess W3101804962 @default.
• W3101804962 hasPrimaryLocation W31018049621 @default.
• W3101804962 hasRelatedWork W1974690493 @default.
• W3101804962 hasRelatedWork W1987160526 @default.
• W3101804962 hasRelatedWork W2007651078 @default.
• W3101804962 hasRelatedWork W2058965144 @default.
• W3101804962 hasRelatedWork W2264746079 @default.
• W3101804962 hasRelatedWork W2499279132 @default.
• W3101804962 hasRelatedWork W271331623 @default.
• W3101804962 hasRelatedWork W3012895752 @default.
• W3101804962 hasRelatedWork W3023876411 @default.

• next