{"id":"https://openalex.org/W2102292411","doi":"https://doi.org/10.1145/2159430.2159440","title":"Enabling task-level scheduling on heterogeneous platforms","display_name":"Enabling task-level scheduling on heterogeneous platforms","publication_year":2012,"publication_date":"2012-03-03","ids":{"openalex":"https://openalex.org/W2102292411","doi":"https://doi.org/10.1145/2159430.2159440","mag":"2102292411"},"language":"en","primary_location":{"id":"doi:10.1145/2159430.2159440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2159430.2159440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Annual Workshop on General Purpose Processing with Graphics Processing Units","raw_type":"proceedings-article"},"type":"article","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/A5026555982","display_name":"Enqiang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Enqiang Sun","raw_affiliation_strings":["Northeastern University, Boston, MA","Northeastern University, Boston (MA)#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, Boston (MA)#TAB#","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042145789","display_name":"Dana Schaa","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dana Schaa","raw_affiliation_strings":["Northeastern University, Boston, MA","Northeastern University, Boston (MA)#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, Boston (MA)#TAB#","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063748919","display_name":"Richard Bagley","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Richard Bagley","raw_affiliation_strings":["Advanced Micro Devices, Boxborough, MA","Advanced Micro Devices, Boxborough, MA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Boxborough, MA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, Boxborough, MA#TAB#","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036463155","display_name":"Norman Rubin","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Norman Rubin","raw_affiliation_strings":["Advanced Micro Devices, Boxborough, MA","Advanced Micro Devices, Boxborough, MA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Boxborough, MA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, Boxborough, MA#TAB#","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061128237","display_name":"David Kaeli","orcid":"https://orcid.org/0000-0002-5692-0151"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kaeli","raw_affiliation_strings":["Northeastern University, Boston, MA","Northeastern University, Boston (MA)#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Northeastern University, Boston (MA)#TAB#","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.384,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.95809105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9914000034332275,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9262794256210327},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.7694404125213623},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6209442019462585},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.6108207702636719},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6066834926605225},{"id":"https://openalex.org/keywords/vendor","display_name":"Vendor","score":0.547170102596283},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5382733941078186},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5270205736160278},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5070157051086426},{"id":"https://openalex.org/keywords/runtime-system","display_name":"Runtime system","score":0.4533039331436157},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.435609370470047},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42612171173095703},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4020642042160034},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36774003505706787},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.34491413831710815},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18888631463050842}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9262794256210327},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.7694404125213623},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6209442019462585},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.6108207702636719},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6066834926605225},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.547170102596283},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5382733941078186},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5270205736160278},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5070157051086426},{"id":"https://openalex.org/C2780870223","wikidata":"https://www.wikidata.org/wiki/Q1004415","display_name":"Runtime system","level":2,"score":0.4533039331436157},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.435609370470047},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42612171173095703},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4020642042160034},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36774003505706787},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34491413831710815},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18888631463050842},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2159430.2159440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2159430.2159440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Annual Workshop on General Purpose Processing with Graphics Processing Units","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307769","display_name":"Astellas Pharma US","ror":"https://ror.org/05pw69n24"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1004371317","https://openalex.org/W1720285298","https://openalex.org/W1805440014","https://openalex.org/W1981534910","https://openalex.org/W2009824857","https://openalex.org/W2066679163","https://openalex.org/W2119605622","https://openalex.org/W2120723967","https://openalex.org/W2121893797","https://openalex.org/W2137438579","https://openalex.org/W2139116943","https://openalex.org/W2150476673","https://openalex.org/W2162530779","https://openalex.org/W2165486426","https://openalex.org/W2167716287","https://openalex.org/W3187688612","https://openalex.org/W3210232381","https://openalex.org/W6652957486"],"related_works":["https://openalex.org/W2077030552","https://openalex.org/W2111416043","https://openalex.org/W2040385792","https://openalex.org/W4308090451","https://openalex.org/W4243399827","https://openalex.org/W2137086253","https://openalex.org/W2533043572","https://openalex.org/W2783439599","https://openalex.org/W2226356789","https://openalex.org/W3192695480"],"abstract_inverted_index":{"OpenCL":[0,30,56,94,119],"is":[1,31,116],"an":[2,16,152,221],"industry":[3],"standard":[4,34],"for":[5,68,93,112],"parallel":[6],"programming":[7,124],"on":[8,37,48,182,207],"heterogeneous":[9,50,209],"devices.":[10,211],"With":[11],"OpenCL,":[12],"compute-intensive":[13],"portions":[14],"of":[15,24,53,66,146,176,215],"application":[17],"can":[18],"be":[19,42],"offloaded":[20],"to":[21,41,117,126,198],"a":[22,28,64,89,97,105,122,133,179,183,195],"variety":[23],"processing":[25],"units":[26],"within":[27],"system.":[29,81],"the":[32,80,142,166,188,217],"first":[33],"that":[35,95],"focuses":[36],"portability,":[38],"allowing":[39],"programs":[40],"written":[43],"once":[44],"and":[45,72,135,144,170],"run":[46],"seamlessly":[47],"multiple,":[49],"devices,":[51],"regardless":[52],"vendor.":[54],"While":[55],"has":[57],"been":[58],"widely":[59],"adopted,":[60],"there":[61],"still":[62],"remains":[63],"lack":[65],"support":[67],"automatic":[69],"task":[70,90,161,191],"scheduling":[71,138],"data":[73],"consistency":[74],"when":[75],"multiple":[76,208],"devices":[77,131],"appear":[78],"in":[79,132],"To":[82,140],"address":[83],"this":[84,114,147],"need,":[85],"we":[86,149,164],"have":[87,150],"designed":[88],"queueing":[91,162,192],"extension":[92,115,193,201],"provides":[96],"high-level,":[98],"unified":[99],"execution":[100],"model":[101],"tightly":[102],"coupled":[103],"with":[104,121],"resource":[106],"management":[107],"facility.":[108],"The":[109,212],"main":[110],"motivation":[111],"developing":[113],"provide":[118],"programmers":[120],"convenient":[123],"paradigm":[125],"fully":[127],"utilize":[128],"all":[129],"possible":[130],"system":[134],"incorporate":[136],"flexible":[137],"schemes.":[139],"demonstrate":[141,165],"value":[143],"utility":[145],"extension,":[148,163],"utilized":[151],"advanced":[153],"OpenCL-based":[154],"imaging":[155],"toolkit":[156],"called":[157],"clSURF.":[158],"Using":[159,178],"our":[160,190],"potential":[167],"performance":[168,205,213],"opportunities":[169],"limitations":[171],"given":[172],"current":[173],"vendor":[174],"implementations":[175],"OpenCL.":[177],"state-of-art":[180],"implementation":[181],"single":[184],"GPU":[185,210],"device":[186],"as":[187,220],"baseline,":[189],"achieves":[194,203],"speedup":[196],"up":[197],"72.4%.":[199],"Our":[200],"also":[202,224],"scalable":[204],"gains":[206],"trade-offs":[214],"using":[216],"host":[218],"CPU":[219],"accelerator":[222],"are":[223],"evaluated.":[225]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
