{"id":"https://openalex.org/W4281989856","doi":"https://doi.org/10.1145/3514221.3526051","title":"ESDB: Processing Extremely Skewed Workloads in Real-time","display_name":"ESDB: Processing Extremely Skewed Workloads in Real-time","publication_year":2022,"publication_date":"2022-06-10","ids":{"openalex":"https://openalex.org/W4281989856","doi":"https://doi.org/10.1145/3514221.3526051"},"language":"en","primary_location":{"id":"doi:10.1145/3514221.3526051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3514221.3526051","pdf_url":null,"source":{"id":"https://openalex.org/S4363608845","display_name":"Proceedings of the 2022 International Conference on Management of Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Management of Data","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/A5112328878","display_name":"Jiachi Zhang","orcid":"https://orcid.org/0000-0002-9887-7032"},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]},{"id":"https://openalex.org/I184565670","display_name":"Georgetown University","ror":"https://ror.org/05vzafd60","country_code":"US","type":"education","lineage":["https://openalex.org/I184565670"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiachi Zhang","raw_affiliation_strings":["Georgetown University &amp; Alibaba Group, Washington DC, DC, USA"],"affiliations":[{"raw_affiliation_string":"Georgetown University &amp; Alibaba Group, Washington DC, DC, USA","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I184565670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344079","display_name":"Cheng Shi","orcid":"https://orcid.org/0000-0001-8530-2005"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Cheng","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021438276","display_name":"Zhihui Xue","orcid":"https://orcid.org/0000-0002-4025-0712"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Xue","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085720122","display_name":"Jianjun Deng","orcid":"https://orcid.org/0000-0002-3057-6997"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Deng","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088745205","display_name":"Cuiyun Fu","orcid":"https://orcid.org/0009-0006-9574-7028"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuiyun Fu","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101741069","display_name":"Wenchao Zhou","orcid":"https://orcid.org/0009-0002-2689-6020"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchao Zhou","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371254","display_name":"Sheng Wang","orcid":"https://orcid.org/0000-0002-1473-5206"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Wang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037901682","display_name":"Changcheng Chen","orcid":"https://orcid.org/0000-0002-2871-4510"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changcheng Chen","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100450470","display_name":"Feifei Li","orcid":"https://orcid.org/0009-0003-0770-5775"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Li","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5112328878"],"corresponding_institution_ids":["https://openalex.org/I184565670","https://openalex.org/I4210095624"],"apc_list":null,"apc_paid":null,"fwci":0.6486,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56117909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2286","last_page":"2298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983000159263611,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8386064767837524},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7670180797576904},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5633542537689209},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5584930181503296},{"id":"https://openalex.org/keywords/transaction-processing","display_name":"Transaction processing","score":0.55042964220047},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5261604189872742},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5214511752128601},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.515907883644104},{"id":"https://openalex.org/keywords/online-transaction-processing","display_name":"Online transaction processing","score":0.5150377750396729},{"id":"https://openalex.org/keywords/cloud-database","display_name":"Cloud database","score":0.5050933957099915},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23007062077522278}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8386064767837524},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7670180797576904},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5633542537689209},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5584930181503296},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.55042964220047},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5261604189872742},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5214511752128601},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.515907883644104},{"id":"https://openalex.org/C191087605","wikidata":"https://www.wikidata.org/wiki/Q1501395","display_name":"Online transaction processing","level":4,"score":0.5150377750396729},{"id":"https://openalex.org/C2778974508","wikidata":"https://www.wikidata.org/wiki/Q2499178","display_name":"Cloud database","level":3,"score":0.5050933957099915},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23007062077522278},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3514221.3526051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3514221.3526051","pdf_url":null,"source":{"id":"https://openalex.org/S4363608845","display_name":"Proceedings of the 2022 International Conference on Management of Data","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.550000011920929,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1544599463","https://openalex.org/W1576347849","https://openalex.org/W1986982859","https://openalex.org/W2020765652","https://openalex.org/W2022708256","https://openalex.org/W2030616523","https://openalex.org/W2055754268","https://openalex.org/W2066799613","https://openalex.org/W2070941848","https://openalex.org/W2081360300","https://openalex.org/W2100076195","https://openalex.org/W2101123884","https://openalex.org/W2101939036","https://openalex.org/W2114407468","https://openalex.org/W2127488725","https://openalex.org/W2143149536","https://openalex.org/W2150644933","https://openalex.org/W2271870283","https://openalex.org/W2406213739","https://openalex.org/W2480483496","https://openalex.org/W2614220814","https://openalex.org/W2734941459","https://openalex.org/W2759615363","https://openalex.org/W3031917602","https://openalex.org/W3137759927","https://openalex.org/W3176910252","https://openalex.org/W3206565877","https://openalex.org/W4243961364","https://openalex.org/W4252017042"],"related_works":["https://openalex.org/W4249709097","https://openalex.org/W2545898663","https://openalex.org/W2017040309","https://openalex.org/W579270350","https://openalex.org/W2123909466","https://openalex.org/W2025037427","https://openalex.org/W1787620806","https://openalex.org/W2385555572","https://openalex.org/W2169387894","https://openalex.org/W2937922288"],"abstract_inverted_index":{"With":[0],"the":[1,36,66,75,95,118,140,167],"rapid":[2],"growth":[3],"of":[4,9,35,44,46,55,57,62,99,170],"cloud":[5,18],"computing,":[6],"efficient":[7],"management":[8],"multi-tenant":[10,31],"databases":[11],"has":[12,108],"become":[13],"a":[14,29,70,103],"vital":[15],"challenge":[16],"for":[17,25,114,142],"service":[19],"providers.":[20],"It":[21,41],"is":[22],"particularly":[23],"important":[24],"Alibaba,":[26],"which":[27,77,107],"hosts":[28],"distributed":[30],"database":[32,106,121],"supporting":[33],"one":[34],"world's":[37],"largest":[38],"e-commerce":[39,124],"platforms.":[40],"serves":[42],"tens":[43],"millions":[45,56],"sellers":[47],"as":[48,117,139],"tenants,":[49],"and":[50,82,87,97,131,134,154,157,165],"supports":[51],"transactions":[52],"from":[53,65],"hundreds":[54],"buyers.":[58],"The":[59],"inherent":[60],"imbalance":[61],"shopping":[63],"preferences":[64],"buyers":[67],"essentially":[68],"generates":[69],"drastically":[71],"skewed":[72,145],"workload":[73],"on":[74,111],"database,":[76],"could":[78],"create":[79],"unpredictable":[80],"hotspots":[81],"consequently":[83],"large":[84],"throughput":[85,164],"decline":[86],"latency":[88],"increase.":[89],"In":[90],"this":[91],"paper,":[92],"we":[93],"present":[94],"architecture":[96],"implementation":[98],"ESDB":[100,126,149,160],"(ElasticSearch":[101],"Database),":[102],"cloud-native":[104],"document-oriented":[105],"been":[109],"running":[110],"Alibaba":[112],"Cloud":[113],"5":[115],"years":[116],"main":[119],"transaction":[120],"behind":[122],"Alibaba's":[123],"platform.":[125],"provides":[127],"strong":[128],"full-text":[129],"search":[130],"retrieval":[132],"capability,":[133],"proposes":[135],"dynamic":[136],"secondary":[137],"hashing":[138],"solution":[141],"processing":[143],"extremely":[144],"workloads.":[146],"We":[147],"evaluate":[148],"with":[150],"both":[151],"simulated":[152],"workloads":[153],"real-world":[155],"workloads,":[156],"demonstrate":[158],"that":[159],"significantly":[161],"enhances":[162],"write":[163],"reduces":[166],"completion":[168],"time":[169],"writes":[171],"without":[172],"sacrificing":[173],"query":[174],"throughput.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
