{"id":"https://openalex.org/W3093747457","doi":"https://doi.org/10.1145/3340531.3412138","title":"Muse","display_name":"Muse","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3093747457","doi":"https://doi.org/10.1145/3340531.3412138","mag":"3093747457"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3412138","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008073737","display_name":"Allison Rozet","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison Rozet","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071632366","display_name":"Olga Poppe","orcid":"https://orcid.org/0000-0002-8578-307X"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olga Poppe","raw_affiliation_strings":["Microsoft Gray Systems Lab, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Gray Systems Lab, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004959524","display_name":"Chuan Lei","orcid":"https://orcid.org/0000-0001-6265-9554"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuan Lei","raw_affiliation_strings":["IBM Research - Almaden, San Jose, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008269094","display_name":"Elke A. Rundensteiner","orcid":"https://orcid.org/0000-0001-5375-9254"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elke A. Rundensteiner","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2193","last_page":"2196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8674759864807129},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5875569581985474},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5659065246582031},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5642691850662231},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5613799095153809},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5270360112190247},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48717373609542847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47914260625839233},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.44998759031295776},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44765743613243103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34397566318511963},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32548245787620544},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17919567227363586},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09181573987007141}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8674759864807129},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5875569581985474},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5659065246582031},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5642691850662231},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5613799095153809},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5270360112190247},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48717373609542847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47914260625839233},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44998759031295776},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44765743613243103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34397566318511963},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32548245787620544},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17919567227363586},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09181573987007141},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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:10.1145/3340531.3412138","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2009602724","https://openalex.org/W2096679630","https://openalex.org/W2120771104","https://openalex.org/W2143792095","https://openalex.org/W2153836901","https://openalex.org/W2166604013","https://openalex.org/W2171793735","https://openalex.org/W2433233581","https://openalex.org/W2614919281","https://openalex.org/W2766012695","https://openalex.org/W2794707182","https://openalex.org/W2948295647","https://openalex.org/W2948720235","https://openalex.org/W2963962416"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W35919320","https://openalex.org/W2043460294","https://openalex.org/W4210712718","https://openalex.org/W2078379271","https://openalex.org/W1905398909"],"abstract_inverted_index":{"Streaming":[0],"analytics":[1],"deploy":[2],"Kleene":[3,40,65,94],"pattern":[4],"queries":[5,92],"to":[6,46,49,70,134],"detect":[7],"and":[8,52],"aggregate":[9],"event":[10,32],"trends":[11],"on":[12],"high-rate":[13],"data":[14],"streams.":[15],"Despite":[16],"increasing":[17],"workloads,":[18],"most":[19],"state-of-the-art":[20,135],"systems":[21],"process":[22],"each":[23],"query":[24],"independently,":[25],"thus":[26],"missing":[27],"cost-saving":[28],"sharing":[29,59,64,105,113],"opportunities.":[30],"Sharing":[31],"trend":[33,84,99],"aggregation":[34,76,91],"poses":[35],"several":[36],"technical":[37],"challenges.":[38],"First,":[39],"patterns":[41,66,95],"are":[42,61],"in":[43],"general":[44],"difficult":[45],"share":[47],"due":[48],"complex":[50],"nesting":[51],"arbitrarily":[53],"long":[54],"matches.":[55],"Second,":[56],"not":[57],"all":[58],"opportunities":[60],"beneficial":[62,104],"because":[63],"incurs":[67],"non-trivial":[68],"overhead":[69],"ensure":[71],"the":[72,86,103,107,116],"correctness":[73],"of":[74,131],"final":[75],"results.":[77],"We":[78],"propose":[79],"MUSE":[80,108,125],"(Multi-query":[81],"Shared":[82],"Event":[83],"aggregation),":[85],"first":[87],"framework":[88],"that":[89,124],"shares":[90],"with":[93],"while":[96],"avoiding":[97],"expensive":[98],"construction.":[100],"To":[101],"find":[102],"plan,":[106],"optimizer":[109],"effectively":[110],"selects":[111],"robust":[112],"candidates":[114],"from":[115],"exponentially":[117],"large":[118],"search":[119],"space.":[120],"Our":[121],"experiments":[122],"demonstrate":[123],"increases":[126],"throughput":[127],"by":[128],"4":[129],"orders":[130],"magnitude":[132],"compared":[133],"approaches.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2020-10-29T00:00:00"}
