{"id":"https://openalex.org/W2094835873","doi":"https://doi.org/10.1145/2463676.2465312","title":"Quantiles over data streams","display_name":"Quantiles over data streams","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2094835873","doi":"https://doi.org/10.1145/2463676.2465312","mag":"2094835873"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD 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/A5100364381","display_name":"Lu Wang","orcid":"https://orcid.org/0000-0001-6345-3873"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Lu Wang","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067446223","display_name":"Ge Luo","orcid":"https://orcid.org/0000-0002-2823-4488"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ge Luo","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009196125","display_name":"Ke Yi","orcid":"https://orcid.org/0000-0002-2178-3716"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ke Yi","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031896681","display_name":"Graham Cormode","orcid":"https://orcid.org/0000-0002-0698-0922"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Graham Cormode","raw_affiliation_strings":["AT&amp;T Labs -- Research, Florham Park, NJ, USA","AT&T Labs---Research, Florham Park, NJ, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs -- Research, Florham Park, NJ, USA","institution_ids":["https://openalex.org/I1283103587"]},{"raw_affiliation_string":"AT&T Labs---Research, Florham Park, NJ, USA#TAB#","institution_ids":["https://openalex.org/I1283103587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100364381"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":6.2517,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.96284922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9993000030517578,"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/T11106","display_name":"Data Management and Algorithms","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/quantile","display_name":"Quantile","score":0.9390686750411987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7818785905838013},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6101545095443726},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5392332077026367},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5280067920684814},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47369837760925293},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3456290066242218},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2269674837589264},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.17616531252861023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13839206099510193},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07605499029159546}],"concepts":[{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.9390686750411987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7818785905838013},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6101545095443726},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5392332077026367},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5280067920684814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47369837760925293},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3456290066242218},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2269674837589264},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.17616531252861023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13839206099510193},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07605499029159546}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2463676.2465312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-57958","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-57958","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1493892051","https://openalex.org/W1765394157","https://openalex.org/W1766932551","https://openalex.org/W1983266860","https://openalex.org/W1996641400","https://openalex.org/W2002919217","https://openalex.org/W2016887424","https://openalex.org/W2018989507","https://openalex.org/W2028660080","https://openalex.org/W2029146455","https://openalex.org/W2029538739","https://openalex.org/W2052050139","https://openalex.org/W2080234606","https://openalex.org/W2089297152","https://openalex.org/W2112452856","https://openalex.org/W2114944618","https://openalex.org/W2119714163","https://openalex.org/W2134743705","https://openalex.org/W2147857396","https://openalex.org/W2150569458","https://openalex.org/W2152637787","https://openalex.org/W2161118867","https://openalex.org/W2170963089","https://openalex.org/W2295655272","https://openalex.org/W2299877023","https://openalex.org/W4238284510","https://openalex.org/W4255348059","https://openalex.org/W6678120442"],"related_works":["https://openalex.org/W1488761988","https://openalex.org/W2044551864","https://openalex.org/W2047938026","https://openalex.org/W1572557500","https://openalex.org/W4390690393","https://openalex.org/W3124946120","https://openalex.org/W2585269888","https://openalex.org/W3132003399","https://openalex.org/W2005776175","https://openalex.org/W4293365552"],"abstract_inverted_index":{"A":[0],"fundamental":[1],"problem":[2],"in":[3,25,56,71,86],"data":[4,61],"management":[5],"and":[6,42,65,98,119,128,160],"analysis":[7],"is":[8,18,32,62],"to":[9,21,47,82,142],"generate":[10],"descriptions":[11,24],"of":[12,15,27,37,44,94,102,116],"the":[13,28,35,38,57,60,69,95,144,155],"distribution":[14],"data.":[16,39],"It":[17],"most":[19],"common":[20],"give":[22],"such":[23,78],"terms":[26],"cumulative":[29],"distribution,":[30],"which":[31,139],"characterized":[33],"by":[34,112],"quantiles":[36,50,70],"The":[40],"design":[41],"engineering":[43],"efficient":[45,121],"methods":[46],"find":[48],"these":[49],"has":[51,89],"attracted":[52],"much":[53],"study,":[54],"especially":[55],"case":[58],"where":[59],"described":[63],"incrementally,":[64],"we":[66,108,126,149],"must":[67],"compute":[68],"an":[72],"online,":[73],"streaming":[74],"fashion.":[75],"Yet":[76],"while":[77],"algorithms":[79],"have":[80,132],"proved":[81],"be":[83],"tremendously":[84],"useful":[85],"practice,":[87],"there":[88],"been":[90,134],"limited":[91],"formal":[92],"comparison":[93],"competing":[96],"methods,":[97,118],"no":[99],"comprehensive":[100],"study":[101],"their":[103],"performance.":[104],"In":[105,123],"this":[106,110],"paper,":[107],"remedy":[109],"deficit":[111],"providing":[113],"a":[114],"taxonomy":[115],"different":[117],"describe":[120],"implementations.":[122],"doing":[124],"so,":[125],"propose":[127],"analyze":[129],"variations":[130],"that":[131],"not":[133],"explicitly":[135],"studied":[136],"before,":[137],"yet":[138],"turn":[140],"out":[141],"perform":[143],"best.":[145],"To":[146],"illustrate":[147],"this,":[148],"provide":[150],"detailed":[151],"experimental":[152],"comparisons":[153],"demonstrating":[154],"tradeoffs":[156],"between":[157],"space,":[158],"time,":[159],"accuracy":[161],"for":[162],"quantile":[163],"computation.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
