{"id":"https://openalex.org/W3008086855","doi":"https://doi.org/10.1145/3366428.3380769","title":"High-level hardware feature extraction for GPU performance prediction of stencils","display_name":"High-level hardware feature extraction for GPU performance prediction of stencils","publication_year":2020,"publication_date":"2020-02-19","ids":{"openalex":"https://openalex.org/W3008086855","doi":"https://doi.org/10.1145/3366428.3380769","mag":"3008086855"},"language":"en","primary_location":{"id":"doi:10.1145/3366428.3380769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366428.3380769","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/93b99033-eec0-4c5e-9930-13b9fc819a04","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050554632","display_name":"Toomas Remmelg","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Toomas Remmelg","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Scotland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Scotland, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075117421","display_name":"Bastian Hagedorn","orcid":"https://orcid.org/0000-0003-1833-5514"},"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":"Bastian Hagedorn","raw_affiliation_strings":["University of M\u00fcnster, M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743673","display_name":"Lu Li","orcid":"https://orcid.org/0000-0002-2633-7942"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lu Li","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Scotland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Scotland, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016319844","display_name":"Michel Steuwer","orcid":"https://orcid.org/0000-0001-5048-0741"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michel Steuwer","raw_affiliation_strings":["University of Glasgow, Glasgow, Scotland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, Scotland, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061421539","display_name":"Sergei Gorlatch","orcid":"https://orcid.org/0000-0003-3857-9380"},"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":"Sergei Gorlatch","raw_affiliation_strings":["University of M\u00fcnster, M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050229154","display_name":"Christophe Dubach","orcid":"https://orcid.org/0000-0003-4811-2469"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christophe Dubach","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, Scotland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, Scotland, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050554632"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":0.6931,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6489547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9955000281333923,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9027625918388367},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.8220149278640747},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6670686602592468},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5557622909545898},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.48474594950675964},{"id":"https://openalex.org/keywords/lift","display_name":"Lift (data mining)","score":0.47712042927742004},{"id":"https://openalex.org/keywords/optimizing-compiler","display_name":"Optimizing compiler","score":0.41775715351104736},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.34391647577285767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07230252027511597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9027625918388367},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.8220149278640747},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6670686602592468},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5557622909545898},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.48474594950675964},{"id":"https://openalex.org/C139002025","wikidata":"https://www.wikidata.org/wiki/Q3001212","display_name":"Lift (data mining)","level":2,"score":0.47712042927742004},{"id":"https://openalex.org/C190902152","wikidata":"https://www.wikidata.org/wiki/Q1325106","display_name":"Optimizing compiler","level":3,"score":0.41775715351104736},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34391647577285767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07230252027511597}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3366428.3380769","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366428.3380769","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/93b99033-eec0-4c5e-9930-13b9fc819a04","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/93b99033-eec0-4c5e-9930-13b9fc819a04","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remmelg, T, Hagedorn, B, Li, L, Steuwer, M, Gorlatch, S & Dubach, C 2020, High-Level Hardware Feature Extractionfor GPU Performance Prediction of Stencils. in GPGPU '20: Proceedings of the 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit. pp. 21-30, 13th Workshop on General Purpose Processing Using GPU (GPGPU 2020) , San Diego, California, United States, 23/02/20. https://doi.org/10.1145/3366428.3380769","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/93b99033-eec0-4c5e-9930-13b9fc819a04","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/abs/10.1145/3366428.3380769","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/93b99033-eec0-4c5e-9930-13b9fc819a04","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/93b99033-eec0-4c5e-9930-13b9fc819a04","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remmelg, T, Hagedorn, B, Li, L, Steuwer, M, Gorlatch, S & Dubach, C 2020, High-Level Hardware Feature Extractionfor GPU Performance Prediction of Stencils. in GPGPU '20: Proceedings of the 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit. pp. 21-30, 13th Workshop on General Purpose Processing Using GPU (GPGPU 2020) , San Diego, California, United States, 23/02/20. https://doi.org/10.1145/3366428.3380769","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W84930537","https://openalex.org/W1979527452","https://openalex.org/W1981896890","https://openalex.org/W1982008063","https://openalex.org/W1989562524","https://openalex.org/W1997978901","https://openalex.org/W2033486618","https://openalex.org/W2048205898","https://openalex.org/W2052902739","https://openalex.org/W2062368747","https://openalex.org/W2064441385","https://openalex.org/W2070544163","https://openalex.org/W2075178432","https://openalex.org/W2076290291","https://openalex.org/W2083310717","https://openalex.org/W2089806214","https://openalex.org/W2099891946","https://openalex.org/W2100218206","https://openalex.org/W2116466695","https://openalex.org/W2130179171","https://openalex.org/W2139634727","https://openalex.org/W2142769604","https://openalex.org/W2143161696","https://openalex.org/W2152513418","https://openalex.org/W2153667821","https://openalex.org/W2167209023","https://openalex.org/W2167334577","https://openalex.org/W2410427503","https://openalex.org/W2580538010","https://openalex.org/W2585460399","https://openalex.org/W2594730095","https://openalex.org/W2644985445","https://openalex.org/W2772612468","https://openalex.org/W2786202634","https://openalex.org/W2798970645","https://openalex.org/W2898442528","https://openalex.org/W2949251082","https://openalex.org/W3103983137","https://openalex.org/W3138837712","https://openalex.org/W3144164074","https://openalex.org/W4240263428","https://openalex.org/W6680718094"],"related_works":["https://openalex.org/W2062837242","https://openalex.org/W2002505081","https://openalex.org/W2083681681","https://openalex.org/W2577630842","https://openalex.org/W1172579163","https://openalex.org/W1488300410","https://openalex.org/W2138790427","https://openalex.org/W3146558274","https://openalex.org/W4246454774","https://openalex.org/W2162051035"],"abstract_inverted_index":{"High-level":[0],"functional":[1,45],"programming":[2],"abstractions":[3,31,46],"have":[4,21,28],"started":[5],"to":[6,27,51,71],"show":[7],"promising":[8],"results":[9],"for":[10,35],"HPC":[11,36],"(High-Performance":[12],"Computing).":[13],"Approaches":[14],"such":[15,38,63],"as":[16,39],"Lift,":[17],"Futhark":[18],"or":[19],"Delite":[20],"shown":[22],"that":[23],"it":[24],"is":[25,75],"possible":[26],"both,":[29],"high-level":[30,44,64],"and":[32,54],"performance,":[33],"even":[34],"workloads":[37],"stencils.":[40],"In":[41],"addition,":[42],"these":[43],"can":[47],"also":[48],"be":[49],"used":[50],"represent":[52],"programs":[53,73],"their":[55],"optimized":[56],"variants,":[57],"within":[58],"the":[59,69],"compiler":[60,70],"itself.":[61],"However,":[62],"approaches":[65],"rely":[66],"heavily":[67],"on":[68],"optimize":[72],"which":[74],"notoriously":[76],"hard":[77],"when":[78],"targeting":[79],"GPUs.":[80]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}