{"id":"https://openalex.org/W4404386227","doi":"https://doi.org/10.1145/3698038.3698536","title":"ByteMQ: A Cloud-native Streaming Data Layer in ByteDance","display_name":"ByteMQ: A Cloud-native Streaming Data Layer in ByteDance","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404386227","doi":"https://doi.org/10.1145/3698038.3698536"},"language":"en","primary_location":{"id":"doi:10.1145/3698038.3698536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698038.3698536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","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/A5067391671","display_name":"Yancan Mao","orcid":"https://orcid.org/0000-0002-7824-5978"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yancan Mao","raw_affiliation_strings":["ByteDance Inc and National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"ByteDance Inc and National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruohang Yin","orcid":"https://orcid.org/0009-0005-9275-0945"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ruohang Yin","raw_affiliation_strings":["ByteDance Inc and National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"ByteDance Inc and National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liyuan Lei","orcid":"https://orcid.org/0009-0007-4686-6888"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Liyuan Lei","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peng Ye","orcid":"https://orcid.org/0009-0007-0078-0341"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Peng Ye","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054994928","display_name":"Shenyan Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shengfu Zou","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108412454","display_name":"S.B. Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shizheng Tang","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083614964","display_name":"Yun\u2010Zhe Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yunzhe Guo","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ye Yuan","orcid":"https://orcid.org/0009-0001-1489-782X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ye Yuan","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108125487","display_name":"Xiaochen Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiaochen Yu","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bo Wan","orcid":"https://orcid.org/0009-0007-2060-5284"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bo Wan","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yunfei Gong","orcid":"https://orcid.org/0009-0005-8609-3483"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yunfei Gong","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113246355","display_name":"C Q Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Changli Gao","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045117771","display_name":"G Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guanghui Zhang","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109302262","display_name":"Jian Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jian Shen","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101785595","display_name":"Rui Shi","orcid":"https://orcid.org/0009-0003-9122-4703"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rui Shi","raw_affiliation_strings":["National University of Singapore, China"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, China","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007163277","display_name":"T. B. Richard","orcid":"https://orcid.org/0000-0002-9883-5844"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Richard T. B. Ma","raw_affiliation_strings":["National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5067391671"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.7546,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80334241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"774","last_page":"791"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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":0.9988999962806702,"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/cloud-computing","display_name":"Cloud computing","score":0.7435822486877441},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6921331286430359},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5875964760780334},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15019255876541138},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07610279321670532}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7435822486877441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921331286430359},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5875964760780334},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15019255876541138},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07610279321670532},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3698038.3698536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698038.3698536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1976821017","https://openalex.org/W2068739275","https://openalex.org/W2110086534","https://openalex.org/W2144232511","https://openalex.org/W2430301697","https://openalex.org/W2525726844","https://openalex.org/W2612488340","https://openalex.org/W2612759782","https://openalex.org/W2734941459","https://openalex.org/W2889116347","https://openalex.org/W2972702295","https://openalex.org/W3031917602","https://openalex.org/W3085924233","https://openalex.org/W3137759927","https://openalex.org/W3176171201","https://openalex.org/W3177116918","https://openalex.org/W4281718197","https://openalex.org/W4285607826","https://openalex.org/W4381329269","https://openalex.org/W4386768944","https://openalex.org/W4386768970","https://openalex.org/W4388040958"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727"],"abstract_inverted_index":{"Real-time":[0],"streaming":[1,41,69,77],"data":[2,42,70,78,104,123,132],"is":[3],"generated":[4],"in":[5,81,150],"high":[6,27],"volumes":[7],"and":[8,12,17,29,93,113,120,160],"consumed":[9],"for":[10,102],"statistical":[11],"analytical":[13],"purposes,":[14],"requiring":[15],"efficient":[16,130],"effective":[18],"management":[19],"by":[20],"Message":[21],"Queuing":[22],"Systems":[23],"(MQS)":[24],"that":[25,165],"ensure":[26],"throughput":[28],"low":[30],"latency.":[31],"ByteDance":[32,134],"relies":[33],"extensively":[34],"on":[35],"MQS":[36,48],"to":[37,73,110,125,142],"handle":[38],"its":[39,139],"massive":[40],"across":[43,116],"various":[44],"applications.":[45],"However,":[46],"existing":[47],"solutions":[49],"often":[50],"fall":[51],"short":[52],"of":[53,91,138,158],"meeting":[54],"ByteDance's":[55,75,96],"high-volume,":[56],"diverse":[57],"requirements.":[58],"To":[59],"address":[60],"these":[61],"challenges,":[62],"we":[63],"propose":[64],"ByteMQ":[65],"(BMQ),":[66],"a":[67,147],"cloud-native":[68],"layer":[71],"designed":[72],"manage":[74],"extensive":[76],"needs":[79],"efficiently":[80],"the":[82],"cloud.":[83],"BMQ":[84,143],"features":[85],"three":[86],"key":[87],"designs:":[88],"1)":[89],"separation":[90],"messaging":[92],"storage,":[94],"utilizing":[95],"Federated":[97],"Distributed":[98],"File":[99],"System":[100],"(DFS)":[101],"high-performance":[103],"storage;":[105],"2)":[106],"adaptive":[107],"resource":[108,151],"scheduling":[109],"balance":[111],"workloads":[112],"redistribute":[114],"resources":[115],"multiple":[117],"availability":[118],"zones;":[119],"3)":[121],"historical":[122],"restructuring":[124],"support":[126],"offline":[127],"applications":[128],"with":[129],"structured":[131],"management.":[133],"has":[135],"migrated":[136],"99.76%":[137],"Kafka":[140],"clusters":[141],"infrastructure,":[144],"achieving":[145],"about":[146],"70%":[148],"reduction":[149],"costs.":[152],"This":[153],"paper":[154],"shares":[155],"our":[156],"journey":[157],"designing":[159],"implementing":[161],"BMQ,":[162],"providing":[163],"insights":[164],"may":[166],"benefit":[167],"other":[168],"organizations":[169],"facing":[170],"similar":[171],"challenges.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}