{"id":"https://openalex.org/W4391113913","doi":"https://doi.org/10.1109/bigdata59044.2023.10386676","title":"Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System","display_name":"Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391113913","doi":"https://doi.org/10.1109/bigdata59044.2023.10386676"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","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/A5075535086","display_name":"Anthony D\u2019Onofrio","orcid":"https://orcid.org/0009-0002-8362-024X"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anthony D\u2019Onofrio","raw_affiliation_strings":["Fordham University,Computer and Information Science Department","Computer and Information Science Department, Fordham University"],"affiliations":[{"raw_affiliation_string":"Fordham University,Computer and Information Science Department","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Computer and Information Science Department, Fordham University","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101279851","display_name":"Amir Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir Hossain","raw_affiliation_strings":["Fordham University,Computer and Information Science Department","Computer and Information Science Department, Fordham University"],"affiliations":[{"raw_affiliation_string":"Fordham University,Computer and Information Science Department","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Computer and Information Science Department, Fordham University","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070837456","display_name":"Lesther Santana","orcid":null},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lesther Santana","raw_affiliation_strings":["Fordham University,Computer and Information Science Department","Computer and Information Science Department, Fordham University"],"affiliations":[{"raw_affiliation_string":"Fordham University,Computer and Information Science Department","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Computer and Information Science Department, Fordham University","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078724962","display_name":"Naseem Machlovi","orcid":null},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naseem Machlovi","raw_affiliation_strings":["Fordham University,Computer and Information Science Department","Computer and Information Science Department, Fordham University"],"affiliations":[{"raw_affiliation_string":"Fordham University,Computer and Information Science Department","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Computer and Information Science Department, Fordham University","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059345162","display_name":"Samuel Stein","orcid":"https://orcid.org/0000-0002-2655-8251"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Stein","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL)"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL)","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091445235","display_name":"Jinwei Liu","orcid":"https://orcid.org/0000-0001-8161-5004"},"institutions":[{"id":"https://openalex.org/I8248082","display_name":"Florida Agricultural and Mechanical University","ror":"https://ror.org/00c4wc133","country_code":"US","type":"education","lineage":["https://openalex.org/I8248082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinwei Liu","raw_affiliation_strings":["Florida A&#x0026;M University"],"affiliations":[{"raw_affiliation_string":"Florida A&#x0026;M University","institution_ids":["https://openalex.org/I8248082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413657","display_name":"Ang Li","orcid":"https://orcid.org/0000-0003-3734-9137"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ang Li","raw_affiliation_strings":["Pacific Northwest National Laboratory (PNNL)"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory (PNNL)","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013723403","display_name":"Ying Mao","orcid":"https://orcid.org/0000-0002-4484-4892"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Mao","raw_affiliation_strings":["Fordham University,Computer and Information Science Department","Computer and Information Science Department, Fordham University"],"affiliations":[{"raw_affiliation_string":"Fordham University,Computer and Information Science Department","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Computer and Information Science Department, Fordham University","institution_ids":["https://openalex.org/I164389053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5075535086"],"corresponding_institution_ids":["https://openalex.org/I164389053"],"apc_list":null,"apc_paid":null,"fwci":1.0474,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82124879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7203922867774963},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.7003307342529297},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.6825196146965027},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"Quantum machine learning","score":0.6617096066474915},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.6275837421417236},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5691348314285278},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.48772773146629333},{"id":"https://openalex.org/keywords/quantum-circuit","display_name":"Quantum circuit","score":0.4156271517276764},{"id":"https://openalex.org/keywords/quantum-network","display_name":"Quantum network","score":0.393746018409729},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3803871273994446},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36806824803352356},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3531031310558319},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.23275622725486755},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12074100971221924},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.10068187117576599}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203922867774963},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.7003307342529297},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.6825196146965027},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.6617096066474915},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.6275837421417236},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5691348314285278},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.48772773146629333},{"id":"https://openalex.org/C124148022","wikidata":"https://www.wikidata.org/wiki/Q2122210","display_name":"Quantum circuit","level":5,"score":0.4156271517276764},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.393746018409729},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3803871273994446},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36806824803352356},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3531031310558319},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.23275622725486755},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12074100971221924},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.10068187117576599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2472045833","https://openalex.org/W2755920271","https://openalex.org/W2918828872","https://openalex.org/W2929084559","https://openalex.org/W2941349619","https://openalex.org/W2950216490","https://openalex.org/W2962684328","https://openalex.org/W2972087877","https://openalex.org/W2991101735","https://openalex.org/W3004495293","https://openalex.org/W3010243192","https://openalex.org/W3010969086","https://openalex.org/W3022083602","https://openalex.org/W3025645353","https://openalex.org/W3033997567","https://openalex.org/W3093985058","https://openalex.org/W3099028225","https://openalex.org/W3112944316","https://openalex.org/W3122244737","https://openalex.org/W3129254793","https://openalex.org/W3131532213","https://openalex.org/W3136636970","https://openalex.org/W3160768652","https://openalex.org/W3201511948","https://openalex.org/W3205885307","https://openalex.org/W3207651366","https://openalex.org/W3209612530","https://openalex.org/W3215219470","https://openalex.org/W4205532222","https://openalex.org/W4214822034","https://openalex.org/W4220843399","https://openalex.org/W4287262342","https://openalex.org/W4288064558","https://openalex.org/W4304820470","https://openalex.org/W4308083514","https://openalex.org/W4309424751","https://openalex.org/W6774806506","https://openalex.org/W6774854366","https://openalex.org/W6776289998","https://openalex.org/W6791570161","https://openalex.org/W6802729046","https://openalex.org/W6846760940"],"related_works":["https://openalex.org/W4289534122","https://openalex.org/W4320032436","https://openalex.org/W4226238793","https://openalex.org/W4221159722","https://openalex.org/W4285326889","https://openalex.org/W4312288010","https://openalex.org/W4382240995","https://openalex.org/W2906136444","https://openalex.org/W3184624667","https://openalex.org/W4285494914"],"abstract_inverted_index":{"The":[0],"rapid":[1],"advancement":[2],"of":[3,101,173],"quantum":[4,12,42,47,53,67,76,91,111,116,128,142,174],"computing":[5,27],"has":[6],"pushed":[7],"classical":[8,150],"designs":[9],"into":[10,118,131],"the":[11,34,145,170],"domain,":[13],"breaking":[14],"physical":[15],"boundaries":[16],"for":[17,52,152],"computing-intensive":[18],"and":[19,70,80,163,194],"data-hungry":[20],"applications":[21],"Given":[22],"its":[23],"immense":[24],"potential,":[25],"quantum-based":[26],"systems":[28,38,71],"have":[29,49],"attracted":[30],"increasing":[31],"attention":[32],"with":[33,78,144,186],"hope":[35],"that":[36,113,181],"some":[37],"may":[39],"provide":[40],"a":[41,88,109,119,127,207],"speedup.":[43],"For":[44],"example,":[45],"variational":[46],"algorithms":[48],"been":[50],"proposed":[51],"neural":[54],"networks":[55],"to":[56,149,169,192,203],"train":[57],"deep":[58],"learning":[59,68,129],"models":[60],"on":[61,73,140],"qubits,":[62],"achieving":[63],"promising":[64],"results.":[65],"Existing":[66],"architectures":[69],"rely":[72],"single,":[74],"monolithic":[75,90],"machines":[77,117,151],"abundant":[79],"stable":[81],"resources,":[82],"such":[83],"as":[84],"qubits.":[85],"However,":[86],"fabricating":[87],"large,":[89],"device":[92],"is":[93],"considerably":[94],"more":[95],"challenging":[96],"than":[97],"producing":[98],"an":[99,195],"array":[100],"smaller":[102],"devices.":[103],"In":[104],"this":[105],"paper,":[106],"we":[107,179],"investigate":[108],"distributed":[110],"system":[112,158],"combines":[114],"multiple":[115,132,160],"unified":[120],"system.":[121],"We":[122],"propose":[123],"DQuLearn,":[124],"which":[125],"divides":[126],"task":[130],"subtasks.":[133],"Each":[134],"subtask":[135],"can":[136],"be":[137],"executed":[138],"distributively":[139],"individual":[141],"machines,":[143],"results":[146],"looping":[147],"back":[148],"subsequent":[153],"training":[154],"iterations.":[155],"Additionally,":[156],"our":[157],"supports":[159],"concurrent":[161],"clients":[162],"dynamically":[164],"manages":[165],"their":[166],"circuits":[167],"according":[168],"runtime":[171,188],"status":[172],"workers.":[175],"Through":[176],"extensive":[177],"experiments,":[178],"demonstrate":[180],"DQuLearn":[182],"achieves":[183],"similar":[184],"accuracies":[185],"significant":[187],"reduction,":[189],"by":[190,201],"up":[191,202],"68.7%":[193],"increase":[196],"per-second":[197],"circuit":[198],"processing":[199],"speed,":[200],"3.99":[204],"times,":[205],"in":[206],"4-worker":[208],"multi-tenant":[209],"setting.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
