{"id":"https://openalex.org/W2795564597","doi":"https://doi.org/10.1109/tsmc.2018.2814686","title":"QoS-Aware Service Composition in Cloud Manufacturing: A Gale\u2013Shapley Algorithm-Based Approach","display_name":"QoS-Aware Service Composition in Cloud Manufacturing: A Gale\u2013Shapley Algorithm-Based Approach","publication_year":2018,"publication_date":"2018-04-03","ids":{"openalex":"https://openalex.org/W2795564597","doi":"https://doi.org/10.1109/tsmc.2018.2814686","mag":"2795564597"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2018.2814686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2018.2814686","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-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/A5100448862","display_name":"Feng Li","orcid":"https://orcid.org/0009-0005-8907-283X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Li","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0890-4552","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418969","display_name":"Zhang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082897139","display_name":"Yongkui Liu","orcid":"https://orcid.org/0000-0003-2165-775X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongkui Liu","raw_affiliation_strings":["Center for Complex Systems School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an","Center for Complex Systems School of Mechano-Electronic Engineering, Xidian University, Xi'an"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Complex Systems School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Center for Complex Systems School of Mechano-Electronic Engineering, Xidian University, Xi'an","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017308450","display_name":"Yuanjun Laili","orcid":"https://orcid.org/0000-0003-3834-4602"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanjun Laili","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3834-4602","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Date-Based Precision Medicine, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100448862"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":5.0441,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.95745784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"50","issue":"7","first_page":"2386","last_page":"2397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9656999707221985,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7458117008209229},{"id":"https://openalex.org/keywords/cloud-manufacturing","display_name":"Cloud manufacturing","score":0.7328981161117554},{"id":"https://openalex.org/keywords/service-composition","display_name":"Service composition","score":0.6532009840011597},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6199594140052795},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6043279767036438},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5765682458877563},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.52080237865448},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4855446517467499},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48294395208358765},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45885470509529114},{"id":"https://openalex.org/keywords/meta-heuristic","display_name":"Meta heuristic","score":0.41488009691238403},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40912145376205444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16297301650047302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09368366003036499},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09312218427658081},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.083324134349823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458117008209229},{"id":"https://openalex.org/C2778819808","wikidata":"https://www.wikidata.org/wiki/Q5135707","display_name":"Cloud manufacturing","level":3,"score":0.7328981161117554},{"id":"https://openalex.org/C2983385018","wikidata":"https://www.wikidata.org/wiki/Q7455734","display_name":"Service composition","level":3,"score":0.6532009840011597},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6199594140052795},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6043279767036438},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5765682458877563},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.52080237865448},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4855446517467499},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48294395208358765},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45885470509529114},{"id":"https://openalex.org/C2988037039","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Meta heuristic","level":2,"score":0.41488009691238403},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40912145376205444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16297301650047302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09368366003036499},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09312218427658081},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.083324134349823},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2018.2814686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2018.2814686","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G8165908555","display_name":null,"funder_award_id":"61374199","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8985053482","display_name":null,"funder_award_id":"4142031","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1605637365","https://openalex.org/W1816590362","https://openalex.org/W1857171834","https://openalex.org/W1970138679","https://openalex.org/W1970421543","https://openalex.org/W1976779713","https://openalex.org/W1985556890","https://openalex.org/W2027865673","https://openalex.org/W2031769275","https://openalex.org/W2034883132","https://openalex.org/W2060816968","https://openalex.org/W2065786610","https://openalex.org/W2068115726","https://openalex.org/W2070231578","https://openalex.org/W2072865694","https://openalex.org/W2076996805","https://openalex.org/W2090128494","https://openalex.org/W2103781932","https://openalex.org/W2104185402","https://openalex.org/W2131077880","https://openalex.org/W2151554678","https://openalex.org/W2154862224","https://openalex.org/W2230900064","https://openalex.org/W2264803961","https://openalex.org/W2267804829","https://openalex.org/W2294928953","https://openalex.org/W2314279031","https://openalex.org/W2342975211","https://openalex.org/W2362247909","https://openalex.org/W2531359190","https://openalex.org/W2609905123","https://openalex.org/W2801175696","https://openalex.org/W4235234911","https://openalex.org/W4251052400","https://openalex.org/W6697543061"],"related_works":["https://openalex.org/W4310120240","https://openalex.org/W2742594471","https://openalex.org/W4392417306","https://openalex.org/W3035329974","https://openalex.org/W3002237299","https://openalex.org/W2884435668","https://openalex.org/W4297609199","https://openalex.org/W3013667277","https://openalex.org/W3162326887","https://openalex.org/W4211242905"],"abstract_inverted_index":{"Cloud":[0],"manufacturing":[1,12],"(CMfg)":[2],"is":[3,190,197,201,232],"an":[4,20,28,119],"emerging":[5],"paradigm":[6],"that":[7,128,200,235],"aims":[8],"to":[9,205],"provide":[10],"on-demand":[11],"services":[13,26],"over":[14],"the":[15,33,57,80,89,113,167,178,193,202,216,224,228,237,270],"Internet.":[16],"Service":[17],"composition":[18,47,61,127,134],"as":[19,77,79],"important":[21,29],"means":[22],"for":[23,48,62,125,184],"generating":[24],"value-added":[25],"plays":[27],"role":[30],"in":[31,110,153,170,215,269],"achieving":[32],"aim":[34],"of":[35,38,45,59,82,91,103,112,131,159,165,181,187,218,227,236,250],"CMfg.":[36],"Most":[37],"previous":[39,114],"works":[40],"focused":[41],"on":[42],"exploring":[43],"techniques":[44],"service":[46,60,126,133,274],"a":[49,185,198,219,254],"single":[50,220,255],"composite":[51,64],"task":[52,251,256],"using":[53],"meta-heuristic":[54,148],"algorithms.":[55],"However,":[56,161],"issue":[58],"multiple":[63,132,188,258],"tasks":[65,189,266],"has":[66,94],"rarely":[67],"been":[68,97],"considered.":[69,142],"Meta-heuristic":[70],"algorithms":[71,93,149],"suffer":[72],"from":[73,108],"cumbersome":[74],"parameter":[75],"tuning":[76],"well":[78],"tendency":[81],"getting":[83],"into":[84],"local":[85],"optima.":[86],"In":[87],"addition,":[88],"effectiveness":[90],"different":[92,101,139,157],"not":[95],"yet":[96],"fully":[98],"explored":[99],"when":[100,245],"degrees":[102,158],"constraints":[104,140,213,246],"are":[105,141,163,247],"imposed.":[106],"Different":[107],"approaches":[109],"most":[111,203],"works,":[115],"this":[116],"paper":[117],"proposes":[118],"extended":[120],"Gale-Shapley":[121],"(GS)":[122],"algorithm-based":[123],"approach":[124],"allows":[129],"generation":[130],"solutions":[135,169,183,268],"effectively.":[136],"Requirements":[137],"with":[138,156,172],"Experimental":[143],"results":[144],"indicate":[145],"that:":[146],"1)":[147],"can":[150,241,263],"be":[151],"used":[152],"various":[154],"scenarios":[155],"constraints.":[160,206],"they":[162],"incapable":[164],"finding":[166,182],"optimal":[168],"situations":[171],"relatively":[173],"loose":[174,212],"constraints,":[175],"and":[176,214,222,260],"moreover,":[177,261],"failure":[179],"rate":[180],"batch":[186],"high;":[191],"2)":[192],"dynamic":[194],"programming":[195],"(DP)":[196],"method":[199,230],"sensitive":[204],"It":[207,240],"performs":[208],"better":[209,243],"only":[210],"under":[211],"case":[217],"requirement;":[221],"3)":[223],"application":[225],"range":[226],"GS":[229],"proposed":[231],"wider":[233],"than":[234],"DP":[238],"method.":[239],"achieve":[242],"performance":[244],"relaxed":[248],"irrespective":[249],"status":[252],"(i.e.,":[253],"or":[257],"tasks),":[259],"it":[262],"make":[264],"more":[265],"find":[267],"multitask":[271],"scenario":[272],"without":[273],"reuse.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}