{"id":"https://openalex.org/W3203139833","doi":"https://doi.org/10.15439/2021f004","title":"Machine Learning and High-Performance Computing Hybrid Systems, a New Way of Performance Acceleration in Engineering and Scientific Applications","display_name":"Machine Learning and High-Performance Computing Hybrid Systems, a New Way of Performance Acceleration in Engineering and Scientific Applications","publication_year":2021,"publication_date":"2021-09-26","ids":{"openalex":"https://openalex.org/W3203139833","doi":"https://doi.org/10.15439/2021f004","mag":"3203139833"},"language":"en","primary_location":{"id":"doi:10.15439/2021f004","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2021f004","pdf_url":"https://annals-csis.org/proceedings/2021/drp/pdf/004.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2021/drp/pdf/004.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085268887","display_name":"Pawe\u0142 Gepner","orcid":"https://orcid.org/0000-0003-0004-1729"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Pawel Gepner","raw_affiliation_strings":["Warsaw Technical University ul. Narbutta 86, 02-524 Warszawa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw Technical University ul. Narbutta 86, 02-524 Warszawa, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085268887"],"corresponding_institution_ids":["https://openalex.org/I108403487"],"apc_list":null,"apc_paid":null,"fwci":2.8244,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9228972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"25","issue":null,"first_page":"27","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983999729156494,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/acceleration","display_name":"Acceleration","score":0.7102410197257996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6999096274375916},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4142683744430542},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3204648494720459},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16666439175605774},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15285691618919373}],"concepts":[{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.7102410197257996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6999096274375916},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4142683744430542},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3204648494720459},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16666439175605774},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15285691618919373},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2021f004","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2021f004","pdf_url":"https://annals-csis.org/proceedings/2021/drp/pdf/004.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:2c5bc3f7f3634122984f23ce3b91d7e3","is_oa":false,"landing_page_url":"https://doaj.org/article/2c5bc3f7f3634122984f23ce3b91d7e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Annals of computer science and information systems, Vol 25, Pp 27-36 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2021f004","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2021f004","pdf_url":"https://annals-csis.org/proceedings/2021/drp/pdf/004.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203139833.pdf","grobid_xml":"https://content.openalex.org/works/W3203139833.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2045271686","https://openalex.org/W2777638777","https://openalex.org/W2895512264","https://openalex.org/W2952046647","https://openalex.org/W2972187011","https://openalex.org/W2992192853","https://openalex.org/W3012307986","https://openalex.org/W3122733606","https://openalex.org/W3155671278","https://openalex.org/W3171265094","https://openalex.org/W3182688535","https://openalex.org/W4210390389"],"related_works":["https://openalex.org/W3094578327","https://openalex.org/W2623111183","https://openalex.org/W2352194335","https://openalex.org/W4319591063","https://openalex.org/W1482451474","https://openalex.org/W2003549624","https://openalex.org/W2028811868","https://openalex.org/W2765129600","https://openalex.org/W3033495450","https://openalex.org/W1500804266"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"is":[2,26,35,41,49,64,74,96],"one":[3,40,142],"of":[4,17,70,82,88,133,152,158],"the":[5,18,31,42,47,51,57,60,68,86,130,134,141],"hottest":[6],"topics":[7],"in":[8,14],"IT":[9,19],"industry":[10],"as":[11,13],"well":[12],"academia.":[15],"Some":[16],"leaders":[20],"and":[21,44,53,84,90,115,123,129],"scientists":[22],"believe":[23],"that":[24,77],"this":[25,102],"going":[27],"to":[28,66,78,106,112,120,125],"totally":[29],"revolutionise":[30],"industry.":[32],"This":[33],"transformation":[34],"happening":[36],"on":[37,93,140],"both":[38],"fronts,":[39],"application":[43],"software":[45,124],"paradigm,":[46],"other":[48],"at":[50,108],"hardware":[52],"system":[54,89],"level.":[55],"At":[56],"same":[58],"time,":[59],"High-Performance":[61],"Computing":[62],"segment":[63],"striving":[65],"achieve":[67],"level":[69,81,95],"Exascale":[71],"performance.":[72],"It":[73],"not":[75,97],"debatable":[76],"meet":[79,126],"such":[80],"performance":[83],"keep":[85],"cost":[87],"power":[91,136],"consumption":[92],"reasonable":[94],"a":[98,109,117,149],"trivial":[99],"task.":[100],"In":[101],"article,":[103],"we":[104],"try":[105],"look":[107],"potential":[110],"solution":[111],"these":[113,127],"problems":[114],"discuss":[116],"new":[118,150],"approach":[119],"building":[121],"systems":[122,139],"challenges":[128],"growing":[131],"needs":[132],"computing":[135],"for":[137,148],"HPC":[138],"hand,":[143],"but":[144],"also":[145],"be":[146],"ready":[147],"type":[151,157],"workload":[153],"including":[154],"Artificial":[155],"Intelligence":[156],"applications.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
