{"id":"https://openalex.org/W4406610943","doi":"https://doi.org/10.1109/tsc.2025.3526373","title":"Large-Scale Service Mesh Orchestration With Probabilistic Routing in Cloud Data Centers","display_name":"Large-Scale Service Mesh Orchestration With Probabilistic Routing in Cloud Data Centers","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406610943","doi":"https://doi.org/10.1109/tsc.2025.3526373"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2025.3526373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2025.3526373","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":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Kai Peng","orcid":"https://orcid.org/0000-0001-9910-4237"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Peng","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088719721","display_name":"Jinzhi Ouyang","orcid":"https://orcid.org/0000-0001-8724-2739"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Hu","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haonan Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Ding","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103020390","display_name":"Haoxuan Chen","orcid":"https://orcid.org/0000-0002-8238-2764"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Chen","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liangyuan Wang","orcid":"https://orcid.org/0009-0003-4990-6305"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangyuan Wang","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chao Cai","orcid":"https://orcid.org/0000-0003-1995-4739"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Cai","raw_affiliation_strings":["College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":null,"display_name":"Menglan Hu","orcid":"https://orcid.org/0000-0003-2800-4348"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menglan Hu","raw_affiliation_strings":["Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Smart Internet Technology, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":9.4583,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96973914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"868","last_page":"882"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9549000263214111,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9397000074386597,"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":0.8333128094673157},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7625855207443237},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5621943473815918},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5321734547615051},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48957857489585876},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4743272662162781},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4512438476085663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09519469738006592},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0836554765701294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8333128094673157},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7625855207443237},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5621943473815918},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5321734547615051},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48957857489585876},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4743272662162781},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4512438476085663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09519469738006592},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0836554765701294},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2025.3526373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2025.3526373","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:figshare.com:article/28319501","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Journal contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/28319501","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Journal contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2751171528","https://openalex.org/W2931122162","https://openalex.org/W2972466428","https://openalex.org/W3009116850","https://openalex.org/W3126231714","https://openalex.org/W3168158752","https://openalex.org/W3185994014","https://openalex.org/W3188807808","https://openalex.org/W3209366914","https://openalex.org/W3217072105","https://openalex.org/W4205274477","https://openalex.org/W4205553585","https://openalex.org/W4206510450","https://openalex.org/W4214813921","https://openalex.org/W4283206493","https://openalex.org/W4285131467","https://openalex.org/W4289538258","https://openalex.org/W4290993888","https://openalex.org/W4308089069","https://openalex.org/W4308426177","https://openalex.org/W4310608955","https://openalex.org/W4312249673","https://openalex.org/W4312321683","https://openalex.org/W4312554742","https://openalex.org/W4315783803","https://openalex.org/W4385216115","https://openalex.org/W4386609108","https://openalex.org/W4388041078","https://openalex.org/W4388412703","https://openalex.org/W4390547660","https://openalex.org/W4392909546","https://openalex.org/W4393182127","https://openalex.org/W4396242103","https://openalex.org/W4396604882","https://openalex.org/W4396817301","https://openalex.org/W4399881624","https://openalex.org/W4401246532","https://openalex.org/W4401416145","https://openalex.org/W4401692240","https://openalex.org/W6828847372"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W1603725294","https://openalex.org/W2548719852","https://openalex.org/W2973657051"],"abstract_inverted_index":{"Service":[0],"mesh":[1,36,52,107],"architectures":[2,53],"are":[3,54,78,186],"emerging":[4],"as":[5],"a":[6,144],"promising":[7],"microservice":[8,18,71],"paradigm":[9],"for":[10,67,96,115,139],"developing":[11],"online":[12],"cloud":[13],"applications.":[14],"However,":[15],"in":[16,143],"large-scale":[17,105],"scenarios,":[19],"frequent":[20],"service":[21,35,44,51,106],"communications,":[22],"intricate":[23],"call":[24,117],"dependencies,":[25,74],"and":[26,46,56,58,75,94,112,131,136,160,168,176],"stringent":[27],"latency":[28,138,167],"requirements":[29],"bring":[30],"great":[31],"pressure":[32],"to":[33,90,127,164,188],"efficient":[34,152],"orchestration.":[37,69],"In":[38],"this":[39,101,148],"case,":[40],"the":[41,65,80,97,104,121,173,180,190],"problems":[42],"of":[43,179,192],"deployment":[45],"request":[47,133],"routing":[48,111,163],"based":[49],"on":[50],"tightly-coupled":[55],"interdependent,":[57],"cannot":[59],"be":[60],"effectively":[61],"optimized":[62],"individually,":[63],"enlarging":[64],"difficulty":[66,81],"collaborative":[68],"When":[70],"multiplexing,":[72],"parallel":[73,116],"multi-instance":[76,158],"modeling":[77],"considered,":[79],"is":[82],"further":[83],"aggravated.":[84],"Nonetheless,":[85],"most":[86],"existing":[87],"work":[88],"failed":[89],"propose":[91],"appropriate":[92],"models":[93],"methods":[95],"above":[98],"challenges.":[99],"Therefore,":[100],"article":[102,149],"studies":[103],"orchestration":[108],"with":[109],"probabilistic":[110,161],"constrained":[113],"bandwidths":[114],"graphs.":[118],"We":[119,170],"leverage":[120],"open":[122],"Jackson":[123],"queuing":[124],"network":[125],"theory":[126],"capture":[128],"crucial":[129],"microservices":[130],"analyze":[132],"processing,":[134],"queuing,":[135],"communication":[137],"massive":[140],"user":[141],"requests":[142],"fine-grained":[145],"way.":[146],"Then,":[147],"proposes":[150],"an":[151],"three-stage":[153],"heuristic,":[154],"which":[155],"achieves":[156],"elegant":[157],"consolidation":[159],"multi-queue":[162],"reduce":[165],"response":[166],"cost.":[169],"also":[171],"provide":[172],"algorithm":[174,195],"complexity":[175],"mathematical":[177],"analysis":[178],"performance.":[181],"Finally,":[182],"extensive":[183],"trace-driven":[184],"experiments":[185],"performed":[187],"validate":[189],"superiority":[191],"our":[193],"proposed":[194],"over":[196],"other":[197],"baselines.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
