{"id":"https://openalex.org/W4286697293","doi":"https://doi.org/10.1007/s10766-022-00735-4","title":"Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments","display_name":"Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments","publication_year":2022,"publication_date":"2022-07-23","ids":{"openalex":"https://openalex.org/W4286697293","doi":"https://doi.org/10.1007/s10766-022-00735-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10766-022-00735-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10766-022-00735-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10766-022-00735-4.pdf","source":{"id":"https://openalex.org/S148521650","display_name":"International Journal of Parallel Programming","issn_l":"0885-7458","issn":["0885-7458","1573-7640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10766-022-00735-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039819967","display_name":"Nina Herrmann","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nina Herrmann","raw_affiliation_strings":["University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062336564","display_name":"Breno Augusto de Melo Menezes","orcid":"https://orcid.org/0000-0002-7010-7482"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Breno A. de Melo Menezes","raw_affiliation_strings":["University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048747275","display_name":"Herbert Kuchen","orcid":"https://orcid.org/0000-0002-6057-3551"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Herbert Kuchen","raw_affiliation_strings":["University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Leonardo-Campus 3, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039819967"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":{"value":2780,"currency":"USD","value_usd":2780},"fwci":1.2621,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77852135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"50","issue":"5-6","first_page":"433","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9025437235832214},{"id":"https://openalex.org/keywords/stencil","display_name":"Stencil","score":0.8034768104553223},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7284454107284546},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.5845692753791809},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45308223366737366},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.45164984464645386},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.44862040877342224},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.4137718379497528},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37917205691337585},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.24353137612342834},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2156238555908203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9025437235832214},{"id":"https://openalex.org/C76752949","wikidata":"https://www.wikidata.org/wiki/Q7607499","display_name":"Stencil","level":2,"score":0.8034768104553223},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7284454107284546},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.5845692753791809},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45308223366737366},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.45164984464645386},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.44862040877342224},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.4137718379497528},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37917205691337585},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.24353137612342834},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2156238555908203},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10766-022-00735-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10766-022-00735-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10766-022-00735-4.pdf","source":{"id":"https://openalex.org/S148521650","display_name":"International Journal of Parallel Programming","issn_l":"0885-7458","issn":["0885-7458","1573-7640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel Programming","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10766-022-00735-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10766-022-00735-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10766-022-00735-4.pdf","source":{"id":"https://openalex.org/S148521650","display_name":"International Journal of Parallel Programming","issn_l":"0885-7458","issn":["0885-7458","1573-7640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5600000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322957","display_name":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","ror":"https://ror.org/00pd74e08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4286697293.pdf","grobid_xml":"https://content.openalex.org/works/W4286697293.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1489689515","https://openalex.org/W1964884078","https://openalex.org/W1979457157","https://openalex.org/W2016618963","https://openalex.org/W2111064719","https://openalex.org/W2111686839","https://openalex.org/W2151788546","https://openalex.org/W2156300652","https://openalex.org/W2163687928","https://openalex.org/W2167657634","https://openalex.org/W2189035983","https://openalex.org/W2314061666","https://openalex.org/W2336894004","https://openalex.org/W2772612468","https://openalex.org/W2893243391","https://openalex.org/W2925007552","https://openalex.org/W4255540064"],"related_works":["https://openalex.org/W2915788706","https://openalex.org/W2109022970","https://openalex.org/W4285033109","https://openalex.org/W1572523360","https://openalex.org/W3148991082","https://openalex.org/W164750744","https://openalex.org/W2135682468","https://openalex.org/W2170268965","https://openalex.org/W2904182860","https://openalex.org/W1484489343"],"abstract_inverted_index":{"Abstract":[0],"The":[1,80,159],"development":[2],"of":[3,82,106,119,143,146,162,168,185],"parallel":[4,98,107,128],"applications":[5,145],"is":[6,109,124,165],"a":[7,166,173],"difficult":[8,39],"and":[9,25,31,45,63,76,96,140,182],"error-prone":[10],"task,":[11],"especially":[12],"for":[13,21,90,130,176,178,190],"inexperienced":[14],"programmers.":[15],"Stencil":[16],"operations":[17],"are":[18,33,53,78,150],"exceptionally":[19],"complex":[20],"parallelization":[22],"as":[23,66,73],"synchronization":[24],"communication":[26,48,191],"between":[27],"the":[28,43,84,88,93,120,147,151,155,169,186],"individual":[29],"processes":[30],"threads":[32],"necessary.":[34],"It":[35],"gets":[36],"even":[37],"more":[38],"to":[40,102,110,126],"efficiently":[41,46],"distribute":[42],"computations":[44],"implement":[47],"when":[49,171],"heterogeneous":[50,179],"computing":[51,180],"environments":[52,181],"used.":[54],"For":[55],"using":[56,134],"multiple":[57,61,135],"nodes,":[58],"each":[59],"having":[60],"cores":[62],"accelerators":[64],"such":[65,72],"GPUs,":[67],"skills":[68],"in":[69],"combining":[70],"frameworks":[71],"MPI,":[74],"OpenMP,":[75],"CUDA":[77],"required.":[79],"complexity":[81],"parallelizing":[83],"stencil":[85],"operation":[86],"increases":[87],"need":[89],"abstracting":[91],"from":[92,104],"platform-specific":[94],"details":[95,105],"simplify":[97],"programming.":[99],"One":[100],"way":[101],"abstract":[103],"programming":[108],"use":[111],"algorithmic":[112],"skeletons.":[113,193],"This":[114],"work":[115],"introduces":[116],"an":[117,183],"implementation":[118],"MapStencil":[121,148,177],"skeleton":[122,149],"that":[123],"able":[125],"generate":[127],"code":[129],"distributed":[131],"memory":[132],"environments,":[133],"nodes":[136],"with":[137],"multicore":[138],"CPUs":[139],"GPUs.":[141],"Examples":[142],"practical":[144],"Jacobi":[152],"Solver":[153],"or":[154],"Canny":[156],"Edge":[157],"Detector.":[158],"main":[160],"contribution":[161],"this":[163],"paper":[164],"discussion":[167],"difficulties":[170],"implementing":[172],"universal":[174],"Skeleton":[175],"outline":[184],"identified":[187],"best":[188],"practices":[189],"intense":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
