{"id":"https://openalex.org/W2042961981","doi":"https://doi.org/10.1145/1007568.1007573","title":"Adaptive stream resource management using Kalman Filters","display_name":"Adaptive stream resource management using Kalman Filters","publication_year":2004,"publication_date":"2004-06-13","ids":{"openalex":"https://openalex.org/W2042961981","doi":"https://doi.org/10.1145/1007568.1007573","mag":"2042961981"},"language":"en","primary_location":{"id":"doi:10.1145/1007568.1007573","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1007568.1007573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2004 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/A5001941959","display_name":"Ankur Jain","orcid":"https://orcid.org/0000-0002-2743-0081"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankur Jain","raw_affiliation_strings":["University of California, Santa Barbara, CA","University of California, Santa Barbara, Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara, Ca#TAB#","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013545831","display_name":"Edward Yi Chang","orcid":"https://orcid.org/0000-0003-1616-5240"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Y. Chang","raw_affiliation_strings":["University of California, Santa Barbara, CA","University of California, Santa Barbara, Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara, Ca#TAB#","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112604228","display_name":"Yuan-Fang Wang","orcid":"https://orcid.org/0009-0004-8390-0561"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuan-Fang Wang","raw_affiliation_strings":["University of California, Santa Barbara, CA","University of California, Santa Barbara, Ca#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara, Ca#TAB#","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":19.2112,"has_fulltext":false,"cited_by_count":306,"citation_normalized_percentile":{"value":0.99602552,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9973999857902527,"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":0.996999979019165,"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/computer-science","display_name":"Computer science","score":0.8695924282073975},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.701811671257019},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6601924896240234},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5662916898727417},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5498440861701965},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5155270099639893},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5015640258789062},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4929687976837158},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4861259460449219},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.449688583612442},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.41840171813964844},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.41552478075027466},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37500572204589844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27915769815444946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12318471074104309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8695924282073975},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.701811671257019},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6601924896240234},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5662916898727417},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5498440861701965},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5155270099639893},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5015640258789062},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4929687976837158},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4861259460449219},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.449688583612442},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.41840171813964844},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.41552478075027466},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37500572204589844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27915769815444946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12318471074104309},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1007568.1007573","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1007568.1007573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2004 ACM SIGMOD international conference on Management of data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1490760466","https://openalex.org/W1510252230","https://openalex.org/W1559536185","https://openalex.org/W1581159451","https://openalex.org/W1992686737","https://openalex.org/W2001474264","https://openalex.org/W2023977759","https://openalex.org/W2045682702","https://openalex.org/W2050786389","https://openalex.org/W2062735494","https://openalex.org/W2096571027","https://openalex.org/W2099708664","https://openalex.org/W2101938294","https://openalex.org/W2102018241","https://openalex.org/W2105044329","https://openalex.org/W2105934661","https://openalex.org/W2106990403","https://openalex.org/W2110414201","https://openalex.org/W2110849300","https://openalex.org/W2124550823","https://openalex.org/W2132837277","https://openalex.org/W2132851185","https://openalex.org/W2136982937","https://openalex.org/W2151575925","https://openalex.org/W2161569281","https://openalex.org/W2162825466","https://openalex.org/W2163150150","https://openalex.org/W2171776999","https://openalex.org/W2185331252","https://openalex.org/W2201552871","https://openalex.org/W2398660820","https://openalex.org/W2975461012","https://openalex.org/W4205687621","https://openalex.org/W4253103473","https://openalex.org/W4298563212","https://openalex.org/W4299862354","https://openalex.org/W6629451354","https://openalex.org/W6675210576","https://openalex.org/W6675889371","https://openalex.org/W6681158678","https://openalex.org/W6686224502","https://openalex.org/W6712268384"],"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":{"To":[0,57],"answer":[1],"user":[2],"queries":[3],"efficiently,":[4],"a":[5,45,86,119,148,218],"stream":[6,24,81,138,231],"management":[7,25,83],"system":[8],"must":[9],"handle":[10],"continuous,":[11],"high-volume,":[12],"possibly":[13],"noisy,":[14],"and":[15,34,121,142,198,203,210,227],"time-varying":[16],"data":[17,99,160,176],"streams.":[18,200],"One":[19],"major":[20],"research":[21],"area":[22],"in":[23,89,229],"seeks":[26],"to":[27,36,40,49,73,94,102,134,136,166],"allocate":[28],"resources":[29,228],"(such":[30],"as":[31,84,97,100,118,217],"network":[32],"bandwidth":[33],"memory)":[35],"query":[37,75],"plans,":[38],"either":[39],"minimize":[41],"resource":[42,55,82],"usage":[43],"under":[44,54],"precision":[46,51,108,224],"requirement,":[47],"or":[48],"maximize":[50],"of":[52,157,169,192,212,225],"results":[53,226],"constraints.":[56],"date,":[58],"many":[59],"solutions":[60,66],"have":[61],"been":[62],"proposed;":[63],"however,":[64],"most":[65],"are":[67],"ad":[68],"hoc":[69],"with":[70],"hard-coded":[71],"heuristics":[72],"generate":[74],"plans.":[76],"In":[77,185],"contrast,":[78],"we":[79,146,188,206],"perceive":[80],"fundamentally":[85],"filtering":[87,123],"problem,":[88],"which":[90],"the":[91,107,115,132,179,182,208,214],"objective":[92],"is":[93],"filter":[95],"out":[96],"much":[98],"possible":[101],"conserve":[103],"resources,":[104],"provided":[105],"that":[106,173],"standards":[109],"can":[110,162,174],"be":[111],"met.":[112],"We":[113],"select":[114],"Kalman":[116,129,215],"Filter":[117,130,216],"general":[120],"adaptive":[122],"solution":[124,219],"for":[125,195,220],"conserving":[126],"resources.":[127],"The":[128],"has":[131],"ability":[133],"adapt":[135],"various":[137],"characteristics,":[139],"sensor":[140],"noise,":[141],"time":[143],"variance.":[144],"Furthermore,":[145],"realize":[147],"significant":[149],"performance":[150],"boost":[151],"by":[152],"switching":[153],"from":[154],"traditional":[155],"methods":[156],"caching":[158,170],"static":[159],"(which":[161],"soon":[163],"become":[164],"stale)":[165],"our":[167],"method":[168],"dynamic":[171],"procedures":[172],"predict":[175],"reliably":[177],"at":[178],"server":[180],"without":[181],"clients'":[183],"involvement.":[184],"this":[186],"work":[187],"focus":[189],"on":[190],"minimization":[191],"communication":[193],"overhead":[194],"both":[196],"synthetic":[197],"real-world":[199],"Through":[201],"examples":[202],"empirical":[204],"studies,":[205],"demonstrate":[207],"flexibility":[209],"effectiveness":[211],"using":[213],"managing":[221],"trade-offs":[222],"between":[223],"satisfying":[230],"queries.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":19},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":20}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
