{"id":"https://openalex.org/W3012979854","doi":"https://doi.org/10.1109/access.2020.2983731","title":"Toward OS-Level and Device-Level Cooperative Scheduling for Multitasking GPUs","display_name":"Toward OS-Level and Device-Level Cooperative Scheduling for Multitasking GPUs","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3012979854","doi":"https://doi.org/10.1109/access.2020.2983731","mag":"3012979854"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2983731","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983731","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049134.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049134.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070716642","display_name":"Xinjian Long","orcid":"https://orcid.org/0000-0002-4264-570X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinjian Long","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006019956","display_name":"Xiangyang Gong","orcid":"https://orcid.org/0000-0002-0631-9747"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Gong","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012607115","display_name":"Yaguang Liu","orcid":"https://orcid.org/0000-0001-5259-1007"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaguang Liu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052129348","display_name":"Xirong Que","orcid":"https://orcid.org/0000-0002-9759-767X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xirong Que","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100329067","display_name":"Wendong Wang","orcid":"https://orcid.org/0000-0002-6418-8087"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wendong Wang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070716642"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1786,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76272381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"65711","last_page":"65725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.8618937730789185},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7134290933609009},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.7049261927604675},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6378059387207031},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45940083265304565},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1556517481803894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8618937730789185},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7134290933609009},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.7049261927604675},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6378059387207031},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45940083265304565},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1556517481803894},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2983731","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983731","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049134.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:83c3df6615654b139fbc84922175d3ac","is_oa":true,"landing_page_url":"https://doaj.org/article/83c3df6615654b139fbc84922175d3ac","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 65711-65725 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2983731","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2983731","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09049134.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3457939474","display_name":null,"funder_award_id":"L182034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5514124508","display_name":null,"funder_award_id":"61802027","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6063697507","display_name":null,"funder_award_id":"2019XD-A12","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7985967159","display_name":null,"funder_award_id":"61802027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8139811084","display_name":null,"funder_award_id":"61802022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G924148670","display_name":null,"funder_award_id":"61802022","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012979854.pdf","grobid_xml":"https://content.openalex.org/works/W3012979854.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W115476871","https://openalex.org/W1890643295","https://openalex.org/W1979527452","https://openalex.org/W2020172164","https://openalex.org/W2072652898","https://openalex.org/W2080592089","https://openalex.org/W2085434892","https://openalex.org/W2097643185","https://openalex.org/W2098274770","https://openalex.org/W2106562406","https://openalex.org/W2117093250","https://openalex.org/W2125551452","https://openalex.org/W2129381159","https://openalex.org/W2147657366","https://openalex.org/W2150851481","https://openalex.org/W2153375074","https://openalex.org/W2273440736","https://openalex.org/W2323693848","https://openalex.org/W2323909431","https://openalex.org/W2480662436","https://openalex.org/W2510980549","https://openalex.org/W2581065617","https://openalex.org/W2604787577","https://openalex.org/W2605178034","https://openalex.org/W2625231790","https://openalex.org/W2786171709","https://openalex.org/W2791397864","https://openalex.org/W2794729807","https://openalex.org/W2807147113","https://openalex.org/W2910876866","https://openalex.org/W2913044749","https://openalex.org/W2917760178","https://openalex.org/W2929502194","https://openalex.org/W2936689759","https://openalex.org/W2952562115","https://openalex.org/W2952562588","https://openalex.org/W2963915276","https://openalex.org/W2969925465","https://openalex.org/W2971710145","https://openalex.org/W2995604657","https://openalex.org/W2995846612","https://openalex.org/W2998281477","https://openalex.org/W2998441646","https://openalex.org/W2999245811","https://openalex.org/W3016611597","https://openalex.org/W4231911365","https://openalex.org/W4232069359","https://openalex.org/W4233628754","https://openalex.org/W4235295270","https://openalex.org/W4235357114","https://openalex.org/W4235366964","https://openalex.org/W4237963317","https://openalex.org/W4238961656","https://openalex.org/W4244888465","https://openalex.org/W4249492221","https://openalex.org/W4293775467","https://openalex.org/W6604681715","https://openalex.org/W6639249596","https://openalex.org/W6655477585","https://openalex.org/W6694513646","https://openalex.org/W6752367771"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388263628","https://openalex.org/W4242930893","https://openalex.org/W3140336604","https://openalex.org/W2488058330","https://openalex.org/W1988895983","https://openalex.org/W2552746780","https://openalex.org/W2810211470"],"abstract_inverted_index":{"As":[0],"one":[1,63],"of":[2,22,29,51,64,87,119,133,153],"the":[3,7,17,20,26,65,103,131,149,154],"most":[4,66],"popular":[5],"accelerators,":[6],"graphics":[8],"processing":[9],"unit":[10],"(GPU)":[11],"has":[12,37],"been":[13,73],"extensively":[14],"adopted":[15],"throughout":[16],"world.":[18],"With":[19],"burst":[21],"new":[23],"applications":[24,32,60,143],"and":[25,93,95,123,136,157],"growing":[27],"scale":[28],"data,":[30],"co-running":[31],"on":[33,75],"limited":[34],"GPU":[35,58],"resources":[36],"become":[38],"increasingly":[39],"important":[40],"due":[41],"to":[42,99,148],"its":[43],"dramatic":[44],"improvement":[45],"in":[46,144],"overall":[47],"system":[48,181],"efficiency.":[49],"Quality":[50],"service":[52],"(QoS)":[53],"support":[54,78,140,170],"among":[55],"concurrent":[56,142],"general-purpose":[57],"(GPGPU)":[59],"is":[61],"currently":[62],"trending":[67],"research":[68],"topics.":[69],"Prior":[70],"efforts":[71],"have":[72],"focused":[74],"providing":[76],"QoS":[77,113,139,162,169],"either":[79],"with":[80],"OS-level":[81],"or":[82],"device-level":[83,124],"scheduling":[84,89,104,114,122],"methods.":[85,185],"Each":[86],"these":[88],"methods":[90,177],"possesses":[91],"pros":[92],"cons":[94],"may":[96],"be":[97],"unable":[98],"independently":[100],"cover":[101],"all":[102],"cases.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109],"propose":[110],"a":[111,134],"cooperative":[112,176],"scheme":[115,128],"(C-QoS)":[116],"that":[117,175],"consists":[118],"operating-system-level":[120],"(OS-level)":[121],"scheduling.":[125],"Our":[126],"proposed":[127],"can":[129],"control":[130],"progress":[132],"kernel":[135],"provide":[137],"thorough":[138],"for":[141],"multitasking":[145],"GPUs.":[146],"Due":[147],"accurate":[150],"resource":[151],"management":[152],"copy":[155],"engine":[156],"execution":[158],"engine,":[159],"C-QoS":[160],"achieves":[161],"goals":[163],"23.33%":[164],"more":[165],"often":[166],"than":[167,183],"state-of-the-art":[168],"mechanisms.":[171],"The":[172],"results":[173],"demonstrate":[174],"achieve":[178],"17.27%":[179],"higher":[180],"utilization":[182],"uncooperative":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
