{"id":"https://openalex.org/W4404102085","doi":"https://doi.org/10.1109/nof62948.2024.10741492","title":"Efficient Task Scheduling and Allocation of GPU Resources in Clouds","display_name":"Efficient Task Scheduling and Allocation of GPU Resources in Clouds","publication_year":2024,"publication_date":"2024-10-02","ids":{"openalex":"https://openalex.org/W4404102085","doi":"https://doi.org/10.1109/nof62948.2024.10741492"},"language":"en","primary_location":{"id":"doi:10.1109/nof62948.2024.10741492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof62948.2024.10741492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Network of the Future (NoF)","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/A5027372475","display_name":"Hoda Sedighi","orcid":"https://orcid.org/0009-0006-6382-0796"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hoda Sedighi","raw_affiliation_strings":["Concordia University,Concordia Institute for Information Systems Engineering (CIISE),Montreal,Canada"],"affiliations":[{"raw_affiliation_string":"Concordia University,Concordia Institute for Information Systems Engineering (CIISE),Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018290366","display_name":"Fetahi Wuhib","orcid":"https://orcid.org/0000-0001-8394-9569"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fetahi Wuhib","raw_affiliation_strings":["Ericsson Canada,Ericsson Research,Montreal,Canada"],"affiliations":[{"raw_affiliation_string":"Ericsson Canada,Ericsson Research,Montreal,Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041878389","display_name":"Roch Glitho","orcid":"https://orcid.org/0000-0002-7699-0296"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roch Glitho","raw_affiliation_strings":["Concordia University,Concordia Institute for Information Systems Engineering (CIISE),Montreal,Canada"],"affiliations":[{"raw_affiliation_string":"Concordia University,Concordia Institute for Information Systems Engineering (CIISE),Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027372475"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":2.4426,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91600422,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9789999723434448,"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":0.9789999723434448,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9769999980926514,"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/computer-science","display_name":"Computer science","score":0.8406108021736145},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.6526358127593994},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6354882717132568},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6208479404449463},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4629121422767639},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.44587987661361694},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43439286947250366},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2248867154121399},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11575299501419067},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.1075834333896637},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.0775076150894165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406108021736145},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.6526358127593994},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6354882717132568},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6208479404449463},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4629121422767639},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.44587987661361694},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43439286947250366},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2248867154121399},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11575299501419067},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.1075834333896637},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.0775076150894165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nof62948.2024.10741492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof62948.2024.10741492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Network of the Future (NoF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1985747326","https://openalex.org/W1997598240","https://openalex.org/W2085434892","https://openalex.org/W2097643185","https://openalex.org/W2152517358","https://openalex.org/W2323909431","https://openalex.org/W2604514113","https://openalex.org/W2895997754","https://openalex.org/W2903409648","https://openalex.org/W2913506786","https://openalex.org/W3157306683","https://openalex.org/W3214035171","https://openalex.org/W4205916020","https://openalex.org/W4240657935","https://openalex.org/W4304192541","https://openalex.org/W4312547955","https://openalex.org/W4382118963","https://openalex.org/W6639249596","https://openalex.org/W6759814162","https://openalex.org/W6769424276","https://openalex.org/W6785115463","https://openalex.org/W6802095294","https://openalex.org/W7067822191"],"related_works":["https://openalex.org/W1980160788","https://openalex.org/W1809394610","https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2014085448","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624","https://openalex.org/W2434525066"],"abstract_inverted_index":{"The":[0,123],"growing":[1],"demand":[2],"for":[3,116,167],"computational":[4],"power":[5],"in":[6,121],"clouds":[7],"is":[8,28,56,72],"leading":[9],"to":[10,21,30,46,58,74,81,105,142,154,165],"the":[11,22,65,93,98,106,143,168],"increasing":[12],"adoption":[13],"of":[14,25,53,67,97,108],"Graphics":[15],"Processing":[16],"Units":[17],"(GPUs).":[18],"However,":[19],"due":[20],"high":[23],"cost":[24],"GPUs,":[26],"it":[27],"necessary":[29],"allocate":[31,78],"these":[32,103],"GPU":[33,79,118,127,177],"resources":[34,63,80,141],"efficiently.":[35],"Cloud":[36],"constraints":[37],"such":[38],"as":[39],"isolation":[40],"and":[41,77,90,134,139,150],"multiple":[42],"tenancy":[43],"need":[44],"also":[45],"be":[47],"taken":[48],"into":[49],"account.":[50],"An":[51],"example":[52,71],"a":[54],"challenge":[55],"how":[57,73],"avoid":[59],"under-utilization":[60],"when":[61],"allocating":[62],"under":[64],"constraint":[66],"isolation.":[68],"Yet":[69],"another":[70],"schedule":[75],"tasks":[76,138,144],"them":[82],"while":[83,146,174],"respecting":[84,147],"task":[85,151,171],"requirements":[86],"(e.g.":[87],"completion":[88,172],"deadlines)":[89],"fairness":[91,149],"between":[92],"tenants.":[94],"Unfortunately,":[95],"none":[96],"existing":[99],"work":[100],"satisfactorily":[101],"addresses":[102],"challenges":[104],"best":[107],"our":[109,157],"knowledge.":[110],"This":[111],"paper":[112],"proposes":[113],"an":[114],"algorithm":[115,124],"efficient":[117],"resource":[119,178],"allocation":[120],"clouds.":[122],"relies":[125],"on":[126],"multitasking":[128],"methods":[129],"supported":[130],"by":[131,163],"both":[132],"hardware":[133],"software.":[135],"It":[136],"schedules":[137],"allocates":[140],"efficiently":[145],"isolation,":[148],"requirements.":[152],"According":[153],"experimental":[155],"results,":[156],"proposed":[158],"algorithms":[159],"outperform":[160],"state-of-the-art":[161],"solutions":[162],"up":[164],"24.25%":[166],"maximum":[169],"normalized":[170],"time":[173],"significantly":[175],"reducing":[176],"usage.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}