{"id":"https://openalex.org/W2575855630","doi":"https://doi.org/10.14778/3025111.3025124","title":"Estimating quantiles from the union of historical and streaming data","display_name":"Estimating quantiles from the union of historical and streaming data","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2575855630","doi":"https://doi.org/10.14778/3025111.3025124","mag":"2575855630"},"language":"en","primary_location":{"id":"doi:10.14778/3025111.3025124","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3025111.3025124","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","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/A5051451536","display_name":"Sneha Aman Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sneha Aman Singh","raw_affiliation_strings":["Iowa State University"],"affiliations":[{"raw_affiliation_string":"Iowa State University","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088315797","display_name":"Divesh Srivastava","orcid":"https://orcid.org/0000-0002-7609-9217"},"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":"Divesh Srivastava","raw_affiliation_strings":["AT&T Labs --- Research"],"affiliations":[{"raw_affiliation_string":"AT&T Labs --- Research","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047034711","display_name":"Srikanta Tirthapura","orcid":"https://orcid.org/0000-0001-5321-924X"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srikanta Tirthapura","raw_affiliation_strings":["Iowa State University"],"affiliations":[{"raw_affiliation_string":"Iowa State University","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051451536"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":null,"apc_paid":null,"fwci":0.5932,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75337739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"4","first_page":"433","last_page":"444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9997000098228455,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9997000098228455,"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":0.9986000061035156,"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":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7429884672164917},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6578549146652222},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.6330587267875671},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.6215633153915405},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5339044332504272},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.5313366651535034},{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.48569902777671814},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4710500240325928},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4529974162578583},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.4234084486961365},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41346442699432373},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38379737734794617},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.20610475540161133},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.12919744849205017},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11194327473640442},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10170948505401611}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429884672164917},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6578549146652222},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.6330587267875671},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.6215633153915405},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5339044332504272},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.5313366651535034},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.48569902777671814},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4710500240325928},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4529974162578583},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.4234084486961365},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41346442699432373},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38379737734794617},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.20610475540161133},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.12919744849205017},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11194327473640442},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10170948505401611},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14778/3025111.3025124","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3025111.3025124","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:lib.dr.iastate.edu:ece_conf-1046","is_oa":false,"landing_page_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=1046&context=ece_conf","pdf_url":null,"source":{"id":"https://openalex.org/S4377196104","display_name":"Iowa State University Digital Repository (Iowa State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173911158","host_organization_name":"Iowa State University","host_organization_lineage":["https://openalex.org/I173911158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electrical and Computer Engineering Conference Papers, Posters and Presentations","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W4352161","https://openalex.org/W111885355","https://openalex.org/W161142484","https://openalex.org/W194618712","https://openalex.org/W1545078700","https://openalex.org/W1974796034","https://openalex.org/W1983266860","https://openalex.org/W1992023276","https://openalex.org/W2027679733","https://openalex.org/W2028660080","https://openalex.org/W2038142281","https://openalex.org/W2052693416","https://openalex.org/W2060161902","https://openalex.org/W2068385820","https://openalex.org/W2068739275","https://openalex.org/W2094835873","https://openalex.org/W2107694471","https://openalex.org/W2112452856","https://openalex.org/W2113649618","https://openalex.org/W2114944618","https://openalex.org/W2115503987","https://openalex.org/W2118229812","https://openalex.org/W2131166445","https://openalex.org/W2140361813","https://openalex.org/W2150569458","https://openalex.org/W2161118867","https://openalex.org/W2171546721","https://openalex.org/W2295398559","https://openalex.org/W3004286518","https://openalex.org/W3010267622","https://openalex.org/W4234318375","https://openalex.org/W6600161874","https://openalex.org/W6604473056","https://openalex.org/W6677231548","https://openalex.org/W6697399832"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W180351855","https://openalex.org/W4246591448","https://openalex.org/W2743735673","https://openalex.org/W2060628068","https://openalex.org/W2167004500","https://openalex.org/W3208495060","https://openalex.org/W1981058017","https://openalex.org/W2801575137","https://openalex.org/W2151831402"],"abstract_inverted_index":{"Modern":[0],"enterprises":[1],"generate":[2],"huge":[3],"amounts":[4],"of":[5,66,77],"streaming":[6,80,95,121],"data,":[7,13],"for":[8,31,40],"example,":[9],"micro-blog":[10],"feeds,":[11],"financial":[12],"network":[14,38],"monitoring":[15,39],"and":[16,43,51,79],"industrial":[17],"application":[18],"monitoring.":[19],"While":[20],"Data":[21],"Stream":[22],"Management":[23],"Systems":[24],"have":[25],"proven":[26],"successful":[27],"in":[28],"providing":[29],"support":[30],"real-time":[32,44,52],"alerting,":[33],"many":[34],"applications,":[35],"such":[36],"as":[37],"intrusion":[41],"detection":[42],"bidding,":[45],"require":[46],"complex":[47],"analytics":[48],"over":[49,54],"historical":[50,78,88],"data":[53,56,89,96],"the":[55,67,75],"streams.":[57],"We":[58],"present":[59],"a":[60,91],"new":[61],"method":[62,83],"to":[63,97],"process":[64],"one":[65],"most":[68],"fundamental":[69],"analytical":[70],"primitives,":[71],"quantile":[72,99],"queries,":[73],"on":[74,87,94,115,120],"union":[76],"data.":[81],"Our":[82],"combines":[84],"an":[85],"index":[86],"with":[90,101],"memory-efficient":[92],"sketch":[93],"answer":[98],"queries":[100],"accuracy-resource":[102],"tradeoffs":[103],"that":[104,111],"are":[105,112],"significantly":[106],"better":[107],"than":[108],"current":[109],"solutions":[110],"based":[113],"solely":[114,119],"disk-resident":[116],"indexes":[117],"or":[118],"algorithms.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}