{"id":"https://openalex.org/W3170377433","doi":"https://doi.org/10.1109/tpds.2021.3084070","title":"The PetscSF Scalable Communication Layer","display_name":"The PetscSF Scalable Communication Layer","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W3170377433","doi":"https://doi.org/10.1109/tpds.2021.3084070","mag":"3170377433"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2021.3084070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2021.3084070","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1837203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101999695","display_name":"Junchao Zhang","orcid":"https://orcid.org/0000-0003-0367-2358"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junchao Zhang","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0367-2358","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073696890","display_name":"Jed Brown","orcid":"https://orcid.org/0000-0002-9945-0639"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jed Brown","raw_affiliation_strings":["University of Colorado Boulder, Boulder, CO, USA"],"raw_orcid":"https://orcid.org/0000-0002-9945-0639","affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046069086","display_name":"Satish Balay","orcid":"https://orcid.org/0000-0003-4407-205X"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish Balay","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4407-205X","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076476833","display_name":"Jacob Faibussowitsch","orcid":"https://orcid.org/0000-0002-2114-1457"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Faibussowitsch","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-2114-1457","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011949071","display_name":"Matthew G. Knepley","orcid":"https://orcid.org/0000-0002-2292-0735"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Knepley","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2292-0735","affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031844931","display_name":"Oana Marin","orcid":"https://orcid.org/0000-0002-8386-3981"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oana Marin","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070811148","display_name":"Richard Mills","orcid":"https://orcid.org/0000-0003-0683-6899"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Tran Mills","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0683-6899","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086190700","display_name":"Todd Munson","orcid":"https://orcid.org/0000-0002-0030-3648"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Munson","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-0030-3648","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020400213","display_name":"Barry Smith","orcid":"https://orcid.org/0000-0001-5955-8111"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry F. Smith","raw_affiliation_strings":["Argonne Associate of Global Empire, LLC, Argonne National Laboratory, Lemont, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5955-8111","affiliations":[{"raw_affiliation_string":"Argonne Associate of Global Empire, LLC, Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024375169","display_name":"Stefano Zampini","orcid":"https://orcid.org/0000-0002-0435-0433"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Stefano Zampini","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-0435-0433","affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2477,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.91701719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"4","first_page":"842","last_page":"853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994000196456909,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9090977907180786},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7477739453315735},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5420490503311157},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5157344937324524},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.5133268237113953},{"id":"https://openalex.org/keywords/message-passing-interface","display_name":"Message Passing Interface","score":0.472074031829834},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4648318290710449},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4636942148208618},{"id":"https://openalex.org/keywords/remote-direct-memory-access","display_name":"Remote direct memory access","score":0.42700350284576416},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4266824722290039},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.42206865549087524},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4148882031440735},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4126743972301483},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19386062026023865},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17644500732421875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9090977907180786},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7477739453315735},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5420490503311157},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5157344937324524},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.5133268237113953},{"id":"https://openalex.org/C166782233","wikidata":"https://www.wikidata.org/wiki/Q127879","display_name":"Message Passing Interface","level":3,"score":0.472074031829834},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4648318290710449},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4636942148208618},{"id":"https://openalex.org/C130795937","wikidata":"https://www.wikidata.org/wiki/Q2561570","display_name":"Remote direct memory access","level":2,"score":0.42700350284576416},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4266824722290039},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.42206865549087524},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4148882031440735},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4126743972301483},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19386062026023865},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17644500732421875},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpds.2021.3084070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2021.3084070","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1837203","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1837203","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:repository.kaust.edu.sa:10754/667821","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/667821","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:osti.gov:1837203","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1837203","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1967088715","display_name":null,"funder_award_id":"DE-AC02-0000011838","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6834352076","display_name":null,"funder_award_id":"DE-SC0016140","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W90568776","https://openalex.org/W1153030042","https://openalex.org/W1969289728","https://openalex.org/W2035080386","https://openalex.org/W2078794610","https://openalex.org/W2123457528","https://openalex.org/W2138388932","https://openalex.org/W2140300123","https://openalex.org/W2171483507","https://openalex.org/W2212683582","https://openalex.org/W2382024644","https://openalex.org/W2913752846","https://openalex.org/W2996807164","https://openalex.org/W3006359531","https://openalex.org/W3016321673","https://openalex.org/W3097092550","https://openalex.org/W3105956580","https://openalex.org/W3107948532","https://openalex.org/W3134579658","https://openalex.org/W3199181189","https://openalex.org/W4240055049","https://openalex.org/W4243001025","https://openalex.org/W4294407837","https://openalex.org/W6600252484","https://openalex.org/W6688539512","https://openalex.org/W6784751299"],"related_works":["https://openalex.org/W2099148634","https://openalex.org/W2124048060","https://openalex.org/W4386915331","https://openalex.org/W2378910916","https://openalex.org/W2116006827","https://openalex.org/W2361929291","https://openalex.org/W2086666199","https://openalex.org/W1997862718","https://openalex.org/W1511717675","https://openalex.org/W2751263050"],"abstract_inverted_index":{"PetscSF,":[0,135],"the":[1,5,66,69,72,98,121,132],"communication":[2,18,41,84],"component":[3],"of":[4,68,134,142],"Portable,":[6],"Extensible":[7],"Toolkit":[8],"for":[9,21,38,80,87,102],"Scientific":[10],"Computation":[11],"(PETSc),":[12],"is":[13,63,85],"designed":[14],"to":[15],"provide":[16,117],"PETSc's":[17],"infrastructure":[19],"suitable":[20],"exascale":[22,125],"computers":[23],"that":[24,113],"utilize":[25],"GPUs":[26],"and":[27,59,77,82,149,155],"other":[28],"accelerators.":[29],"PetscSF":[30,52],"provides":[31],"a":[32,48,109],"simple":[33],"application":[34,70],"programming":[35],"interface":[36],"(API)":[37],"managing":[39],"common":[40],"patterns":[42],"in":[43],"scientific":[44],"computations":[45],"by":[46],"using":[47],"star-forest":[49],"graph":[50],"representation.":[51],"supports":[53],"several":[54],"implementations":[55],"based":[56,64],"on":[57,65,120,147],"MPI":[58,146],"NVSHMEM,":[60],"whose":[61],"selection":[62],"characteristics":[67],"or":[71],"target":[73],"architecture.":[74],"An":[75],"efficient":[76],"portable":[78],"model":[79],"network":[81],"intra-node":[83],"essential":[86],"implementing":[88],"large-scale":[89],"applications.":[90],"The":[91],"Message":[92],"Passing":[93],"Interface,":[94],"which":[95],"has":[96,106],"been":[97],"de":[99],"facto":[100],"standard":[101],"distributed":[103],"memory":[104],"systems,":[105],"developed":[107],"into":[108],"large":[110],"complex":[111],"API":[112],"does":[114],"not":[115],"yet":[116],"high":[118],"performance":[119],"emerging":[122],"heterogeneous":[123],"CPU-GPU-based":[124],"systems.":[126],"In":[127],"this":[128],"article,":[129],"we":[130,150],"discuss":[131],"design":[133],"how":[136],"it":[137],"can":[138],"overcome":[139],"some":[140],"difficulties":[141],"working":[143],"directly":[144],"with":[145],"GPUs,":[148],"demonstrate":[151],"its":[152],"performance,":[153],"scalability,":[154],"novel":[156],"features.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}