{"id":"https://openalex.org/W2768898713","doi":"https://doi.org/10.1109/mnet.2017.1700275","title":"Going Fast and Fair: Latency Optimization for Cloud-Based Service Chains","display_name":"Going Fast and Fair: Latency Optimization for Cloud-Based Service Chains","publication_year":2017,"publication_date":"2017-11-29","ids":{"openalex":"https://openalex.org/W2768898713","doi":"https://doi.org/10.1109/mnet.2017.1700275","mag":"2768898713"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2017.1700275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2017.1700275","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5100649609","display_name":"Yuchao Zhang","orcid":"https://orcid.org/0000-0002-0135-8915"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuchao Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665814","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0003-2587-8517"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xu","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438288","display_name":"Haiyang Wang","orcid":"https://orcid.org/0000-0003-2273-2686"},"institutions":[{"id":"https://openalex.org/I4210115145","display_name":"University of Minnesota, Duluth","ror":"https://ror.org/01hy4qx27","country_code":"US","type":"education","lineage":["https://openalex.org/I4210115145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiyang Wang","raw_affiliation_strings":["University of Minnesota, Duluth"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Duluth","institution_ids":["https://openalex.org/I4210115145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350165","display_name":"Qi Li","orcid":"https://orcid.org/0000-0001-8776-8730"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["Graduate School at Shenzhen, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Graduate School at Shenzhen, Tsinghua University","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359033","display_name":"Tong Li","orcid":"https://orcid.org/0000-0002-6805-9565"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tong Li","raw_affiliation_strings":["Huawei"],"affiliations":[{"raw_affiliation_string":"Huawei","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003903373","display_name":"Xuan Cao","orcid":"https://orcid.org/0009-0005-5728-6075"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Cao","raw_affiliation_strings":["Baidu"],"affiliations":[{"raw_affiliation_string":"Baidu","institution_ids":["https://openalex.org/I98301712"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100649609"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":5.8035,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9647886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"32","issue":"2","first_page":"138","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"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":0.8599373698234558},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7842944860458374},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7492374181747437},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7218050360679626},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6426738500595093},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6186683773994446},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.5936989784240723},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5801515579223633},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47606366872787476},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.45434731245040894},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.411138117313385},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24185484647750854},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13306587934494019}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8599373698234558},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7842944860458374},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7492374181747437},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7218050360679626},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6426738500595093},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6186683773994446},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.5936989784240723},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5801515579223633},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47606366872787476},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.45434731245040894},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.411138117313385},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24185484647750854},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13306587934494019},{"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/mnet.2017.1700275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2017.1700275","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1969463315","https://openalex.org/W1973205836","https://openalex.org/W2018645911","https://openalex.org/W2036545793","https://openalex.org/W2047251442","https://openalex.org/W2080488755","https://openalex.org/W2102185825","https://openalex.org/W2116633656","https://openalex.org/W2117702591","https://openalex.org/W2117884704","https://openalex.org/W2129888268","https://openalex.org/W2155629256","https://openalex.org/W2166909680","https://openalex.org/W2168427242","https://openalex.org/W2291902448","https://openalex.org/W4232284301","https://openalex.org/W4255119735"],"related_works":["https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2351197002","https://openalex.org/W3180088989","https://openalex.org/W1492892507","https://openalex.org/W4225586032","https://openalex.org/W4293799853"],"abstract_inverted_index":{"State-of-the-art":[0],"microservices":[1],"have":[2],"been":[3],"attracting":[4],"more":[5],"attention":[6],"in":[7],"recent":[8],"years.":[9],"A":[10],"broad":[11],"spectrum":[12],"of":[13,41,45,80,89,153,178],"online":[14],"interactive":[15],"applications":[16,43],"are":[17,104,112],"now":[18],"programmed":[19],"to":[20,61,132,148],"service":[21],"chains":[22],"on":[23,92,118,165,187],"the":[24,36,62,78,85,150,161,170,176],"cloud,":[25],"seeking":[26],"better":[27],"system":[28],"scalability":[29],"and":[30,87],"lower":[31],"operating":[32],"costs.":[33],"Different":[34],"from":[35,106],"conventional":[37],"batch":[38],"jobs,":[39],"most":[40],"these":[42,101],"consist":[44],"multiple":[46,122],"stand-alone":[47],"services":[48,91,103,155,180],"that":[49,100,169],"communicate":[50],"with":[51,184],"each":[52],"other.":[53],"These":[54],"step-by-step":[55],"operations":[56],"unavoidably":[57],"introduce":[58],"higher":[59],"latency":[60,79,109,177],"delay-sensitive":[63],"chained":[64,81,90,102,154,179],"services.":[65,82],"In":[66],"this":[67,141],"article,":[68],"we":[69,143],"aim":[70],"at":[71],"designing":[72],"an":[73],"optimization":[74],"approach":[75,147],"for":[76,121],"reducing":[77],"Specifically,":[83],"presenting":[84],"measurement":[86],"analysis":[88],"Baidu's":[93],"cloud":[94,119],"platform,":[95],"our":[96],"real-world":[97],"trace":[98],"indicates":[99],"suffering":[105],"significantly":[107],"high":[108],"because":[110],"they":[111],"mostly":[113],"handled":[114],"by":[115,181],"different":[116],"queues":[117],"servers":[120,167],"times.":[123],"However,":[124],"such":[125],"a":[126,134,145],"unique":[127],"feature":[128],"introduces":[129],"significant":[130],"challenges":[131],"optimize":[133],"microservice's":[135],"overall":[136,151],"queueing":[137,152],"delay.":[138],"To":[139],"address":[140],"problem,":[142],"propose":[144],"delay-guaranteed":[146],"accelerate":[149],"while":[156],"obtaining":[157],"fairness":[158],"across":[159],"all":[160],"workloads.":[162,189],"Our":[163],"evaluations":[164],"Baidu":[166],"shows":[168],"proposed":[171],"design":[172],"can":[173],"successfully":[174],"reduce":[175],"35":[182],"percent":[183],"minimal":[185],"impact":[186],"other":[188]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
