{"id":"https://openalex.org/W2090310357","doi":"https://doi.org/10.1145/2465829.2465830","title":"Multi-tenancy on GPGPU-based servers","display_name":"Multi-tenancy on GPGPU-based servers","publication_year":2013,"publication_date":"2013-06-18","ids":{"openalex":"https://openalex.org/W2090310357","doi":"https://doi.org/10.1145/2465829.2465830","mag":"2090310357"},"language":"en","primary_location":{"id":"doi:10.1145/2465829.2465830","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2465829.2465830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th international workshop on Virtualization technologies in distributed computing","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/A5084943434","display_name":"Dipanjan Sengupta","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dipanjan Sengupta","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027952779","display_name":"Raghavendra Belapure","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghavendra Belapure","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111483107","display_name":"Karsten Schwan","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karsten Schwan","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084943434"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":4.3495,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.94894024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998000264167786,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.8810768723487854},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.8603643178939819},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6509168148040771},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.6123051047325134},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6067988276481628},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6032178401947021},{"id":"https://openalex.org/keywords/multitenancy","display_name":"Multitenancy","score":0.49769237637519836},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.44238242506980896},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4201645851135254},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4104463458061218},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.14383935928344727},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.12830790877342224},{"id":"https://openalex.org/keywords/software-as-a-service","display_name":"Software as a service","score":0.10847920179367065},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.06555455923080444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8810768723487854},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8603643178939819},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6509168148040771},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6123051047325134},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6067988276481628},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6032178401947021},{"id":"https://openalex.org/C69016650","wikidata":"https://www.wikidata.org/wiki/Q1364211","display_name":"Multitenancy","level":5,"score":0.49769237637519836},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.44238242506980896},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4201645851135254},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4104463458061218},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.14383935928344727},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.12830790877342224},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.10847920179367065},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.06555455923080444},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2465829.2465830","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2465829.2465830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th international workshop on Virtualization technologies in distributed computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1713367009","https://openalex.org/W2005574683","https://openalex.org/W2011389593","https://openalex.org/W2019659243","https://openalex.org/W2023068795","https://openalex.org/W2054646866","https://openalex.org/W2067231500","https://openalex.org/W2103397328","https://openalex.org/W2113639928","https://openalex.org/W2128046183","https://openalex.org/W2144429589","https://openalex.org/W2169665207","https://openalex.org/W3041277256","https://openalex.org/W4238816702"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"While":[0],"GPUs":[1,46,72],"have":[2],"become":[3],"prominent":[4],"both":[5],"in":[6,11,49,184,219,228,233],"high":[7,167],"performance":[8],"computing":[9],"and":[10,97,156,206,227,230,241],"online":[12],"or":[13,52],"cloud":[14,53],"services,":[15],"they":[16],"still":[17],"appear":[18],"as":[19,25],"explicitly":[20],"selected":[21],"'devices'":[22],"rather":[23],"than":[24],"first":[26],"class":[27],"schedulable":[28],"entities":[29],"that":[30,65,86,121],"can":[31],"be":[32],"efficiently":[33,70],"shared":[34],"by":[35,101],"diverse":[36],"server":[37,51,147,169,181,215],"applications.":[38,79],"To":[39],"combat":[40],"the":[41,88,111,238],"consequent":[42],"likely":[43],"under-utilization":[44],"of":[45,94,129,153,187,204,223],"when":[47],"used":[48],"modern":[50],"settings,":[54],"we":[55],"propose":[56],"'Rain',":[57],"a":[58,82,92,150,161,178,242],"system":[59,220],"level":[60],"abstraction":[61],"for":[62,113],"GPU":[63,84,105,118,130,138,140,175],"\"hyperthreading\"":[64],"makes":[66],"it":[67],"possible":[68,117],"to":[69,189,192,225,236],"utilize":[71],"without":[73,110],"compromising":[74],"fairness":[75,234],"among":[76],"multiple":[77],"tenant":[78],"Rain":[80,108,143],"uses":[81],"multi-level":[83],"scheduler":[85],"decomposes":[87],"scheduling":[89,119],"problem":[90],"into":[91],"combination":[93],"load":[95],"balancing":[96],"per-device":[98],"scheduling.":[99],"Implemented":[100],"overriding":[102],"applications'":[103],"standard":[104],"selection":[106],"calls,":[107],"operates":[109],"need":[112],"application":[114,185],"modification,":[115],"making":[116],"methods":[120],"include":[122],"prioritizing":[123],"certain":[124],"jobs,":[125],"guaranteeing":[126],"fair":[127],"shares":[128],"resources,":[131],"and/or":[132],"favoring":[133],"jobs":[134],"with":[135,146,196],"least":[136],"attained":[137],"services.":[139],"multi-tenancy":[141,176,217],"via":[142],"is":[144],"evaluated":[145],"workloads":[148],"using":[149,237],"wide":[151],"variety":[152],"CUDA":[154,198,239],"SDK":[155],"Rodinia":[157],"suite":[158],"benchmarks,":[159],"on":[160,177,210],"multi-GPU,":[162],"multi-core":[163],"machine":[164],"typifying":[165],"future":[166],"end":[168],"machines.":[170],"Averaged":[171,200],"over":[172,201],"ten":[173],"applications,":[174,209],"smaller":[179],"scale":[180,214],"platform":[182],"results":[183,218],"speedups":[186],"up":[188,224],"1.73x":[190],"compared":[191,235],"their":[193],"traditional":[194],"implementation":[195],"NVIDIA's":[197],"runtime.":[199],"25":[202],"pairs":[203],"short":[205],"long":[207],"running":[208],"an":[211],"emulated":[212],"larger":[213],"machine,":[216],"throughput":[221],"improvements":[222,232],"6.71x,":[226],"43%":[229],"29.3%":[231],"runtime":[240],"na\u00efve":[243],"fair-share":[244],"scheduler.":[245]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}