{"id":"https://openalex.org/W2146492971","doi":"https://doi.org/10.1109/clustr.2009.5289193","title":"Coordinating the use of GPU and CPU for improving performance of compute intensive applications","display_name":"Coordinating the use of GPU and CPU for improving performance of compute intensive applications","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2146492971","doi":"https://doi.org/10.1109/clustr.2009.5289193","mag":"2146492971"},"language":"en","primary_location":{"id":"doi:10.1109/clustr.2009.5289193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clustr.2009.5289193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Cluster Computing and Workshops","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076465098","display_name":"George Teodoro","orcid":"https://orcid.org/0000-0001-6289-3914"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"George Teodoro","raw_affiliation_strings":["Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110871140","display_name":"Rafael Sachetto","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Sachetto","raw_affiliation_strings":["Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070685123","display_name":"Olcay Sertel","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olcay Sertel","raw_affiliation_strings":["Department of Biomedical Informatics, Ohio State Uinversity, USA","Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State Uinversity, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077316017","display_name":"Metin N. G\u00fcrcan","orcid":"https://orcid.org/0000-0002-2421-8229"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Metin N. Gurcan","raw_affiliation_strings":["Department of Biomedical Informatics, Ohio State Uinversity, USA","Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State Uinversity, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015728115","display_name":"Wagner Meira","orcid":"https://orcid.org/0000-0002-2614-2723"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wagner Meira","raw_affiliation_strings":["Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026046737","display_name":"\u00dcmit V. \u00c7ataly\u00fcrek","orcid":"https://orcid.org/0000-0002-5625-3758"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umit Catalyurek","raw_affiliation_strings":["Department of Biomedical Informatics, Ohio State Uinversity, USA","Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State Uinversity, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Ohio State Univ., Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031793821","display_name":"Renato Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renato Ferreira","raw_affiliation_strings":["Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8852161169052124},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6734603643417358},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6485158801078796},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.6198205351829529},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.5242184400558472},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5098292231559753},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4413273334503174},{"id":"https://openalex.org/keywords/cpu-shielding","display_name":"CPU shielding","score":0.43874433636665344},{"id":"https://openalex.org/keywords/single-core","display_name":"Single-core","score":0.43402528762817383},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.43160805106163025},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.410694420337677},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1930241882801056},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1026926338672638},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07215255498886108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8852161169052124},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6734603643417358},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6485158801078796},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.6198205351829529},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.5242184400558472},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5098292231559753},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4413273334503174},{"id":"https://openalex.org/C180613757","wikidata":"https://www.wikidata.org/wiki/Q5013757","display_name":"CPU shielding","level":3,"score":0.43874433636665344},{"id":"https://openalex.org/C2780365336","wikidata":"https://www.wikidata.org/wiki/Q25047934","display_name":"Single-core","level":2,"score":0.43402528762817383},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.43160805106163025},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.410694420337677},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1930241882801056},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1026926338672638},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07215255498886108},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clustr.2009.5289193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clustr.2009.5289193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Cluster Computing and Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W40010790","https://openalex.org/W1784710995","https://openalex.org/W1957478839","https://openalex.org/W2044213522","https://openalex.org/W2047686393","https://openalex.org/W2071075503","https://openalex.org/W2080743883","https://openalex.org/W2100830825","https://openalex.org/W2103975689","https://openalex.org/W2116195296","https://openalex.org/W2127080768","https://openalex.org/W2129817042","https://openalex.org/W2139605600","https://openalex.org/W2141421176","https://openalex.org/W2162957845","https://openalex.org/W2163352848","https://openalex.org/W2173213060","https://openalex.org/W4256084543","https://openalex.org/W4321509052","https://openalex.org/W6601599310","https://openalex.org/W6679197005"],"related_works":["https://openalex.org/W2387982802","https://openalex.org/W1896942098","https://openalex.org/W1991061790","https://openalex.org/W2473478803","https://openalex.org/W2729363167","https://openalex.org/W1973686148","https://openalex.org/W2058541071","https://openalex.org/W2145974411","https://openalex.org/W2136370404","https://openalex.org/W2108010495"],"abstract_inverted_index":{"GPUs":[0,148],"have":[1,28,35],"recently":[2],"evolved":[3],"into":[4,97],"very":[5,47],"fast":[6],"parallel":[7],"co-processors":[8],"capable":[9],"of":[10,46,67,74,100,168,174,190,208,232,243],"executing":[11],"general":[12,57],"purpose":[13],"computations":[14],"extremely":[15],"efficiently.":[16],"At":[17],"the":[18,40,64,107,169,181,188,191,199,219,253],"same":[19],"time,":[20],"multi-core":[21],"CPUs":[22,27,192],"evolution":[23],"continued":[24],"and":[25,69,143,149,157,193,227],"today's":[26],"4-8":[29],"cores.":[30],"These":[31],"two":[32],"trends,":[33],"however,":[34],"followed":[36],"independent":[37],"paths":[38],"in":[39,92],"sense":[41],"that":[42,50,126,163,198,216,237],"we":[43,62,121,150],"are":[44,95],"aware":[45],"few":[48],"works":[49],"consider":[51],"both":[52,224],"devices":[53],"cooperating":[54],"to":[55,71,131,176,221,264],"solve":[56],"computations.":[58],"In":[59,251],"this":[60],"paper":[61],"investigate":[63],"coordinated":[65],"use":[66,84,111,122],"CPU":[68,115,184],"GPU":[70,113,166,226],"improve":[72,235],"efficiency":[73],"applications":[75,94],"even":[76],"further":[77,203],"than":[78],"using":[79,212],"either":[80,112],"device":[81],"independently.":[82],"We":[83,195,234],"Anthill":[85],"runtime":[86,108,214],"environment,":[87],"a":[88,98,123,164,172,206,229,256],"data-flow":[89],"oriented":[90],"framework":[91],"which":[93,244],"decomposed":[96],"set":[99],"event-driven":[101],"filters,":[102],"where":[103],"for":[104,116,135,155],"each":[105],"event,":[106],"system":[109,215],"can":[110,201],"or":[114,248],"its":[117],"processing.":[118],"For":[119],"evaluation,":[120],"histopathology":[124],"application":[125,170],"uses":[127],"image":[128],"analysis":[129],"techniques":[130],"classify":[132],"tumor":[133],"images":[134],"neuroblas-toma":[136],"prognosis.":[137],"Our":[138,160],"experimental":[139],"environment":[140,258],"includes":[141],"dual":[142],"octa-core":[144],"machines,":[145],"augmented":[146],"with":[147],"evaluate":[151],"our":[152,213],"approach's":[153],"performance":[154],"standalone":[156],"distributed":[158,257],"executions.":[159],"experiments":[161],"show":[162,197],"pure":[165],"optimization":[167],"achieved":[171],"factor":[173,207],"15":[175],"49":[177],"times":[178],"improvement":[179],"over":[180],"single":[182,230],"core":[183,231],"version,":[185],"depending":[186],"on":[187,225,228,236,255],"versions":[189],"GPUs.":[194],"also":[196],"execution":[200,220],"be":[202],"reduced":[204],"by":[205,211,238],"about":[209],"2":[210],"effectively":[217],"choreographs":[218],"run":[222],"cooperatively":[223],"CPU.":[233],"adding":[239],"more":[240],"cores,":[241],"all":[242],"were":[245],"previously":[246],"neglected":[247],"used":[249],"ineffectively.":[250],"addition,":[252],"evaluation":[254],"has":[259],"shown":[260],"near":[261],"linear":[262],"scalability":[263],"multiple":[265],"hosts.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":9}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
