{"id":"https://openalex.org/W4312249673","doi":"https://doi.org/10.1109/tsc.2022.3230699","title":"How to Share: Balancing Layer and Chain Sharing in Industrial Microservice Deployment","display_name":"How to Share: Balancing Layer and Chain Sharing in Industrial Microservice Deployment","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4312249673","doi":"https://doi.org/10.1109/tsc.2022.3230699"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2022.3230699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3230699","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2212.14183","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100751385","display_name":"Yuxiang Liu","orcid":"https://orcid.org/0000-0002-0885-8058"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuxiang Liu","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019460168","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0001-9268-8436"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046409400","display_name":"Yu Wu","orcid":"https://orcid.org/0000-0002-7681-9376"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wu","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038267080","display_name":"Cailian Chen","orcid":"https://orcid.org/0000-0001-6533-8713"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cailian Chen","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100690710","display_name":"Xinping Guan","orcid":"https://orcid.org/0009-0006-6233-8762"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinping Guan","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Intelligent Control and Management, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100751385"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.7113,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9056272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"4","first_page":"2685","last_page":"2698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9951000213623047,"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/T12238","display_name":"Green IT and Sustainability","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.8385616540908813},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.6975141763687134},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6691598296165466},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5814442038536072},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.47061851620674133},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.46282511949539185},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39479827880859375},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.16353243589401245},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12921962141990662}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8385616540908813},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.6975141763687134},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6691598296165466},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5814442038536072},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.47061851620674133},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.46282511949539185},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39479827880859375},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.16353243589401245},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12921962141990662}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2022.3230699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3230699","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2212.14183","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.14183","pdf_url":"https://arxiv.org/pdf/2212.14183","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2212.14183","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.14183","pdf_url":"https://arxiv.org/pdf/2212.14183","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1705705081","display_name":null,"funder_award_id":"61933009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5605764086","display_name":null,"funder_award_id":"62025305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5935165963","display_name":null,"funder_award_id":"92167205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6389320175","display_name":null,"funder_award_id":"61731012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W79131877","https://openalex.org/W2290712622","https://openalex.org/W2296335794","https://openalex.org/W2416799949","https://openalex.org/W2916954860","https://openalex.org/W2958277946","https://openalex.org/W2964247905","https://openalex.org/W2972466428","https://openalex.org/W2975935770","https://openalex.org/W2981037154","https://openalex.org/W2982539992","https://openalex.org/W2990874346","https://openalex.org/W2994053796","https://openalex.org/W3003378062","https://openalex.org/W3022231501","https://openalex.org/W3032302159","https://openalex.org/W3033597900","https://openalex.org/W3036568639","https://openalex.org/W3085574569","https://openalex.org/W3096848606","https://openalex.org/W3111506026","https://openalex.org/W3153033660","https://openalex.org/W3160002180","https://openalex.org/W3167203523","https://openalex.org/W3188807808","https://openalex.org/W3198336800","https://openalex.org/W4205274477","https://openalex.org/W4206501338","https://openalex.org/W4206775406","https://openalex.org/W4210714771","https://openalex.org/W4211041246","https://openalex.org/W4211126203","https://openalex.org/W4226135183","https://openalex.org/W4283206230","https://openalex.org/W4286894977","https://openalex.org/W6603171186","https://openalex.org/W6697144307","https://openalex.org/W6780677210","https://openalex.org/W6803762422"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W1492892507","https://openalex.org/W2953155972"],"abstract_inverted_index":{"With":[0],"the":[1,21,30,55,68,79,83,87,98,106,113,143,162,172,178,184,191,202,205,215],"rapid":[2],"development":[3],"of":[4,17,24,57,71,82,93,100,126,201,214],"smart":[5],"manufacturing,":[6],"edge":[7,72],"computing-oriented":[8],"microservice":[9,59,115,134],"platforms":[10],"are":[11,188],"emerging":[12],"as":[13],"an":[14],"important":[15],"part":[16],"production":[18],"control.":[19],"In":[20],"containerized":[22],"deployment":[23,116,157,174],"microservices,":[25],"layer":[26,121],"sharing":[27,40,52,108,122,125,181,186],"can":[28,41,119,176,196,209],"reduce":[29,42],"huge":[31],"bandwidth":[32],"consumption":[33],"caused":[34,45],"by":[35,46,104],"image":[36,135,193],"pulling,":[37],"and":[38,123,138,141,204],"chain":[39,124],"communication":[43,47,139,207],"overhead":[44,140,208],"between":[48],"microservices.":[49,127],"The":[50],"two":[51,84,107,179,185],"methods":[53,85,187],"use":[54],"characteristics":[56],"each":[58],"to":[60,67,77,96,199,212],"share":[61],"resources":[62,70],"during":[63],"deployment.":[64],"However,":[65],"due":[66],"limited":[69],"servers,":[73],"it":[74,91],"is":[75,92,159],"difficult":[76],"meet":[78],"optimization":[80],"goals":[81],"at":[86],"same":[88],"time.":[89],"Therefore,":[90],"critical":[94],"importance":[95],"realize":[97],"improvement":[99],"service":[101],"response":[102],"efficiency":[103],"balancing":[105],"methods.":[109,182],"This":[110],"paper":[111],"studies":[112],"optimal":[114],"strategy":[117,158,175],"that":[118,132,171],"balance":[120,177],"We":[128],"build":[129],"a":[130,146],"problem":[131,144,152],"minimizes":[133],"pull":[136,194],"delay":[137,195],"transform":[142],"into":[145],"linearly":[147],"constrained":[148],"integer":[149],"quadratic":[150],"programming":[151],"through":[153,161],"model":[154],"reconstruction.":[155],"A":[156],"obtained":[160],"successive":[163],"convex":[164],"approximation":[165],"(SCA)":[166],"method.":[167],"Experimental":[168],"results":[169],"show":[170],"proposed":[173],"resource":[180],"When":[183],"equally":[189],"considered,":[190],"average":[192,206],"be":[197,210],"reduced":[198,211],"65%":[200],"baseline,":[203],"30%":[213],"baseline.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
