{"id":"https://openalex.org/W2108214384","doi":"https://doi.org/10.1109/ssdbm.2007.27","title":"A Fast Algorithm for Approximate Quantiles in High Speed Data Streams","display_name":"A Fast Algorithm for Approximate Quantiles in High Speed Data Streams","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2108214384","doi":"https://doi.org/10.1109/ssdbm.2007.27","mag":"2108214384"},"language":"en","primary_location":{"id":"doi:10.1109/ssdbm.2007.27","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssdbm.2007.27","pdf_url":null,"source":{"id":"https://openalex.org/S4210224189","display_name":"International Conference on Scientific and Statistical Database Management","issn_l":"1551-6393","issn":["1551-6393"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"19th International Conference on Scientific and Statistical Database Management (SSDBM 2007)","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/A5100360194","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-5303-9804"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Chapel Hill, NC, USA","University of North Carolina-Chapel Hill"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"University of North Carolina-Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392089","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-8180-2886"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Chapel Hill, NC, USA","University of North Carolina-Chapel Hill"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"University of North Carolina-Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100360194"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":0.8149,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.71057133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9977999925613403,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9977999925613403,"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":0.9968000054359436,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.8126211166381836},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.7492547631263733},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.7220635414123535},{"id":"https://openalex.org/keywords/block-size","display_name":"Block size","score":0.6950690746307373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6527342200279236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6127963066101074},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5972931981086731},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4928295910358429},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.262164831161499},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2438831329345703},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12440037727355957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11408498883247375},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.07643759250640869}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.8126211166381836},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.7492547631263733},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7220635414123535},{"id":"https://openalex.org/C41431624","wikidata":"https://www.wikidata.org/wiki/Q1053357","display_name":"Block size","level":3,"score":0.6950690746307373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6527342200279236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6127963066101074},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5972931981086731},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4928295910358429},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.262164831161499},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2438831329345703},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12440037727355957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11408498883247375},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.07643759250640869},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ssdbm.2007.27","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssdbm.2007.27","pdf_url":null,"source":{"id":"https://openalex.org/S4210224189","display_name":"International Conference on Scientific and Statistical Database Management","issn_l":"1551-6393","issn":["1551-6393"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"19th International Conference on Scientific and Statistical Database Management (SSDBM 2007)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.577.9454","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.577.9454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.unc.edu/~zhangq/PUBLICATIONS/SSDBM07-Qi Zhang-FastQStream.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.74.8534","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.74.8534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.unc.edu/~weiwang/paper/SSDBM07_2.pdf","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":21,"referenced_works":["https://openalex.org/W161142484","https://openalex.org/W1526735133","https://openalex.org/W1529423295","https://openalex.org/W1983266860","https://openalex.org/W1983560552","https://openalex.org/W2022860157","https://openalex.org/W2028660080","https://openalex.org/W2029146455","https://openalex.org/W2112452856","https://openalex.org/W2114867662","https://openalex.org/W2114944618","https://openalex.org/W2147312192","https://openalex.org/W2152637787","https://openalex.org/W2157827659","https://openalex.org/W2161118867","https://openalex.org/W2166103489","https://openalex.org/W2170963089","https://openalex.org/W3004286518","https://openalex.org/W4234318375","https://openalex.org/W6606605953","https://openalex.org/W6631410100"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W2802243998","https://openalex.org/W1521014365"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,49,56,61,90],"fast":[3],"algorithm":[4,31,72],"for":[5,83],"computing":[6],"approximate":[7],"quantiles":[8],"in":[9,28],"high":[10,68],"speed":[11,69],"data":[12,19],"streams":[13,20,85,88],"with":[14],"deterministic":[15],"error":[16],"bounds.":[17],"For":[18,44],"of":[21,37,93,102],"size":[22,40],"N":[23,25],"where":[24],"is":[26,107],"unknown":[27],"advance,":[29],"our":[30,81],"partitions":[32],"the":[33,71],"stream":[34],"into":[35],"sub-streams":[36],"exponentially":[38],"increasing":[39],"as":[41],"they":[42],"arrive.":[43],"each":[45],"sub-stream":[46],"which":[47],"has":[48],"fixed":[50],"size,":[51],"we":[52],"compute":[53],"and":[54,77,86,96],"maintain":[55],"multi-level":[57],"summary":[58],"structure":[59],"using":[60],"novel":[62],"algorithm.":[63],"In":[64],"order":[65],"to":[66],"achieve":[67],"performance,":[70],"uses":[73],"simple":[74],"block-wise":[75],"merge":[76],"sample":[78],"operations.":[79],"Overall,":[80],"algorithms":[82],"fixed-size":[84],"arbitrary-size":[87],"have":[89],"computational":[91],"cost":[92,101],"O(N":[94],"log(1/epsivlogepsivN))":[95],"an":[97],"average":[98],"per-element":[99],"update":[100],"O(log":[103],"logN)":[104],"if":[105],"epsiv":[106],"fixed.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
