{"id":"https://openalex.org/W2075200534","doi":"https://doi.org/10.1109/ipdpsw.2013.102","title":"Dynamic Sharing of GPUs in Cloud Systems","display_name":"Dynamic Sharing of GPUs in Cloud Systems","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2075200534","doi":"https://doi.org/10.1109/ipdpsw.2013.102","mag":"2075200534"},"language":"en","primary_location":{"id":"doi:10.1109/ipdpsw.2013.102","doi":"https://doi.org/10.1109/ipdpsw.2013.102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw.2013.102","pdf_url":null,"source":{"id":"https://openalex.org/S4393918253","display_name":"IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum","issn_l":"2164-7062","issn":["2164-7062"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Parallel &amp; Distributed Processing, Workshops and Phd Forum","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5090668643","display_name":"Khaled Diab","orcid":"https://orcid.org/0000-0002-1939-0673","observed_orcids":["https://orcid.org/0000-0002-1939-0673"]},"institutions":[{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Khaled M. Diab","raw_affiliation_strings":["Qatar Computing Research Institute (QCRI), Qatar Foundation","[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute (QCRI), Qatar Foundation","institution_ids":["https://openalex.org/I92528248"]},{"raw_affiliation_string":"[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]","institution_ids":["https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054011637","display_name":"M. Mustafa Rafique","orcid":"https://orcid.org/0000-0002-5034-2880","observed_orcids":["https://orcid.org/0000-0002-5034-2880"]},"institutions":[{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"M. Mustafa Rafique","raw_affiliation_strings":["Qatar Computing Research Institute (QCRI), Qatar Foundation","[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute (QCRI), Qatar Foundation","institution_ids":["https://openalex.org/I92528248"]},{"raw_affiliation_string":"[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]","institution_ids":["https://openalex.org/I92528248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084024266","display_name":"Mohamed M. Hefeeda","orcid":"https://orcid.org/0000-0003-3261-4376","observed_orcids":["https://orcid.org/0000-0003-3261-4376"]},"institutions":[{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed Hefeeda","raw_affiliation_strings":["Qatar Computing Research Institute (QCRI), Qatar Foundation","[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute (QCRI), Qatar Foundation","institution_ids":["https://openalex.org/I92528248"]},{"raw_affiliation_string":"[Qatar Comput. Res. Inst. (QCRI), Qatar Found., Doha, Qatar]","institution_ids":["https://openalex.org/I92528248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92528248"],"apc_list":null,"apc_paid":null,"fwci":1.3396,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.80827647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"947","last_page":"954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7538999915122986,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7538999915122986,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.2224999964237213,"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":0.017899999395012856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gpu-sharing","display_name":"GPU sharing","score":0.8980000019073486},{"id":"https://openalex.org/keywords/gpu-utilization","display_name":"GPU utilization","score":0.7089999914169312},{"id":"https://openalex.org/keywords/kernel-scheduling","display_name":"kernel scheduling","score":0.8899999856948853},{"id":"https://openalex.org/keywords/openstack","display_name":"OpenStack","score":0.6549999713897705},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.7549999952316284},{"id":"https://openalex.org/keywords/completion-time-reduction","display_name":"completion time reduction","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8770381212234497},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.853981614112854},{"id":"https://openalex.org/C52723943","wikidata":"https://www.wikidata.org/wiki/Q1127410","display_name":"Serialization","level":2,"score":0.7354570627212524},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6071965098381042},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5516980290412903},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.5005202293395996},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.47947320342063904},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.45578283071517944},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45191720128059387},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.38489341735839844},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.10295790433883667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdpsw.2013.102","doi":"https://doi.org/10.1109/ipdpsw.2013.102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw.2013.102","pdf_url":null,"source":{"id":"https://openalex.org/S4393918253","display_name":"IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum","issn_l":"2164-7062","issn":["2164-7062"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Parallel &amp; Distributed Processing, Workshops and Phd Forum","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1508947956","https://openalex.org/W2011389593","https://openalex.org/W2038785516","https://openalex.org/W2093832531","https://openalex.org/W2112641819","https://openalex.org/W2126118553","https://openalex.org/W2134562154","https://openalex.org/W2141579716","https://openalex.org/W2157737097","https://openalex.org/W2166030023","https://openalex.org/W2170611190","https://openalex.org/W2171793220"],"related_works":["https://openalex.org/W2011389593","https://openalex.org/W2765903126","https://openalex.org/W2174462464","https://openalex.org/W2922785423","https://openalex.org/W2500476212","https://openalex.org/W3042387863","https://openalex.org/W4386323632","https://openalex.org/W2533033663","https://openalex.org/W4405056097","https://openalex.org/W4401943705"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,31,82,103,117,122,125,164,175,200,207,211],"computational":[3],"accelerators,":[4],"specifically":[5],"programmable":[6],"GPUs,":[7,83,221],"is":[8,72,144],"becoming":[9],"popular":[10],"in":[11,29,204,228],"cloud":[12,24,52,64,95,160],"computing":[13,49,161],"environments.":[14],"Cloud":[15],"vendors":[16],"currently":[17],"provide":[18,45],"GPUs":[19,46,62,134],"as":[20,47,149],"dedicated":[21],"resources":[22,50,89,108,177],"to":[23,44,51,58,63,78,183,213,225],"users,":[25],"which":[26],"may":[27],"result":[28],"under-utilization":[30],"the":[32,68,80,87,100,111,120,137,142,157,173,184,197,229],"expensive":[33],"GPU":[34,70,88,107,176,190,201,215],"resources.":[35],"In":[36,76],"this":[37],"work,":[38],"we":[39],"propose":[40],"gCloud,":[41],"a":[42,209],"framework":[43],"on-demand":[48,56],"users.":[53,96],"gCloud":[54,84,148,165,194,222],"allows":[55],"access":[57],"local":[59,112],"and":[60,113,119,153],"remote":[61],"users":[65],"only":[66],"when":[67],"target":[69],"kernel":[71,191],"ready":[73],"for":[74,106],"execution.":[75],"order":[77],"improve":[79],"utilization":[81,174],"efficiently":[85],"shares":[86],"among":[90],"concurrent":[91,104,130],"applications":[92,168,216],"from":[93],"different":[94],"Moreover,":[97,193],"it":[98,155,171],"reduces":[99,196],"inter-application":[101,139],"interference":[102,140],"kernels":[105,131],"by":[109,178],"considering":[110],"global":[114],"memory,":[115],"number":[116,121],"threads,":[118],"thread":[123],"blocks":[124],"each":[126],"kernel.":[127],"It":[128],"schedules":[129],"on":[132,180,217],"available":[133],"such":[135],"that":[136,170,188],"overall":[138],"across":[141],"cluster":[143],"minimal.":[145],"We":[146],"implemented":[147],"an":[150],"independent":[151],"module,":[152],"integrated":[154],"with":[156],"Open":[158],"Stack":[159],"platform.":[162],"Evaluation":[163],"using":[166],"representative":[167],"shows":[169],"improves":[172],"56.3%":[179],"average":[181],"compared":[182],"current":[185],"state-of-the-art":[186],"systems":[187],"serialize":[189],"executions.":[192],"significantly":[195],"completion":[198,231],"time":[199],"applications,":[202],"e.g.,":[203],"our":[205],"experiments":[206],"running":[208],"mix":[210],"8":[212],"28":[214],"4":[218],"NVIDIA":[219],"Tesla":[220],"achieves":[223],"up":[224],"430%":[226],"reduction":[227],"total":[230],"time.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
