{"id":"https://openalex.org/W2783531963","doi":"https://doi.org/10.1109/bigdata.2017.8257930","title":"Low-latency multi-threaded ensemble learning for dynamic big data streams","display_name":"Low-latency multi-threaded ensemble learning for dynamic big data streams","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783531963","doi":"https://doi.org/10.1109/bigdata.2017.8257930","mag":"2783531963"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8257930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8257930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/120515","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039832928","display_name":"Diego Marr\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Diego Marron","raw_affiliation_strings":["Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","Computer Sciences Department, Barcelona Supercomputing Center Barcelona, Spain","BSC-CNS - Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (Pla\u00e7a d'Eusebi G\u00fcell, 1-3, Les Corts, 08034 Barcelona - Spain)","DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)"],"affiliations":[{"raw_affiliation_string":"Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"Computer Sciences Department, Barcelona Supercomputing Center Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"BSC-CNS - Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (Pla\u00e7a d'Eusebi G\u00fcell, 1-3, Les Corts, 08034 Barcelona - Spain)","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075755125","display_name":"Eduard Ayguad\u00e9","orcid":"https://orcid.org/0000-0002-5146-103X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduard Ayguade","raw_affiliation_strings":["Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","Computer Sciences Department, Barcelona Supercomputing Center Barcelona, Spain","BSC-CNS - Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (Pla\u00e7a d'Eusebi G\u00fcell, 1-3, Les Corts, 08034 Barcelona - Spain)","DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)"],"affiliations":[{"raw_affiliation_string":"Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"Computer Sciences Department, Barcelona Supercomputing Center Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"BSC-CNS - Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (Pla\u00e7a d'Eusebi G\u00fcell, 1-3, Les Corts, 08034 Barcelona - Spain)","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010665955","display_name":"Jos\u00e9 R. Herrero","orcid":"https://orcid.org/0000-0002-4060-367X"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose R. Herrero","raw_affiliation_strings":["Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)"],"affiliations":[{"raw_affiliation_string":"Computer Architecture Department, Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"DAC - Departament d'Arquitectura de Computadors - Universitat Polit\u00e8cnica de Catalunya (C. Jordi Girona, 31 08034 Barcelona Spain - Spain)","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055668668","display_name":"Jesse Read","orcid":"https://orcid.org/0000-0002-1013-6724"},"institutions":[{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jesse Read","raw_affiliation_strings":["LIX, \u00c9cole Polytechnique, Palaiseau, France","LIX - Laboratoire d'informatique de l'\u00c9cole polytechnique [Palaiseau] (1 Rue Honor\u00e9 d\u2019Estienne d\u2019Orves, B\u00e2timent Alain Turing, 91120 Palaiseau - France)"],"affiliations":[{"raw_affiliation_string":"LIX, \u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I4210139461"]},{"raw_affiliation_string":"LIX - Laboratoire d'informatique de l'\u00c9cole polytechnique [Palaiseau] (1 Rue Honor\u00e9 d\u2019Estienne d\u2019Orves, B\u00e2timent Alain Turing, 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I4210139461","https://openalex.org/I142476485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080970505","display_name":"Albert Bifet","orcid":"https://orcid.org/0000-0002-8339-7773"},"institutions":[{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Albert Bifet","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com Pa ris Tech, Universit\u00e9 Paris-Saclay, Paris, France","INFRES - D\u00e9partement Informatique et R\u00e9seaux (46, rue Barrault \r\n75013 Paris - France)","LTCI - Laboratoire Traitement et Communication de l'Information (T\u00e9l\u00e9com Paris 19 Place Marguerite Perey 91120 PALAISEAU - France)"],"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com Pa ris Tech, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I277688954","https://openalex.org/I12356871"]},{"raw_affiliation_string":"INFRES - D\u00e9partement Informatique et R\u00e9seaux (46, rue Barrault \r\n75013 Paris - France)","institution_ids":[]},{"raw_affiliation_string":"LTCI - Laboratoire Traitement et Communication de l'Information (T\u00e9l\u00e9com Paris 19 Place Marguerite Perey 91120 PALAISEAU - France)","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039832928"],"corresponding_institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":1.2471,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85850488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"223","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9825999736785889,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.980400025844574,"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":0.8775830268859863},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7834460735321045},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7170583009719849},{"id":"https://openalex.org/keywords/xeon","display_name":"Xeon","score":0.5726032853126526},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5589442253112793},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.554634690284729},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.49849820137023926},{"id":"https://openalex.org/keywords/simd","display_name":"SIMD","score":0.4663521349430084},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4607381224632263},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4551832377910614},{"id":"https://openalex.org/keywords/xeon-phi","display_name":"Xeon Phi","score":0.4415871798992157},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4179789423942566},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2329425811767578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13721883296966553},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12437233328819275}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8775830268859863},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7834460735321045},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7170583009719849},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.5726032853126526},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5589442253112793},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.554634690284729},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.49849820137023926},{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.4663521349430084},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4607381224632263},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4551832377910614},{"id":"https://openalex.org/C96972482","wikidata":"https://www.wikidata.org/wiki/Q1049168","display_name":"Xeon Phi","level":2,"score":0.4415871798992157},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4179789423942566},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2329425811767578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13721883296966553},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12437233328819275},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bigdata.2017.8257930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8257930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:recercat.cat:2072/331714","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/120515","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/submittedVersion"},{"id":"pmh:oai:HAL:hal-01698138v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01698138","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data), Dec 2017, Boston, France. ⟨10.1109/BigData.2017.8257930⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:recercat.cat:2072/331714","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/120515","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/submittedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1507539036","https://openalex.org/W2015627422","https://openalex.org/W2064815413","https://openalex.org/W2068714596","https://openalex.org/W2088990091","https://openalex.org/W2099419573","https://openalex.org/W2103012681","https://openalex.org/W2112249062","https://openalex.org/W2134125037","https://openalex.org/W2135335717","https://openalex.org/W2143991132","https://openalex.org/W2152837238","https://openalex.org/W2263086798","https://openalex.org/W2604457090","https://openalex.org/W2911964244","https://openalex.org/W2963547227","https://openalex.org/W2966207845","https://openalex.org/W3003169551","https://openalex.org/W3003253354","https://openalex.org/W4233413206","https://openalex.org/W6680192438","https://openalex.org/W6692936041"],"related_works":["https://openalex.org/W2120385681","https://openalex.org/W2022113063","https://openalex.org/W2475524688","https://openalex.org/W2739740241","https://openalex.org/W2085105049","https://openalex.org/W2592417500","https://openalex.org/W1974923383","https://openalex.org/W2056079253","https://openalex.org/W2022666014","https://openalex.org/W2929736795"],"abstract_inverted_index":{"Real-time":[0],"mining":[1],"of":[2,18,56,87,131,145],"evolving":[3],"data":[4,27],"streams":[5],"involves":[6],"new":[7],"challenges":[8],"when":[9,92,181],"targeting":[10],"today's":[11],"application":[12],"domains":[13],"such":[14],"as":[15],"the":[16,19,57,69,85,126,129,132,154,172],"Internet":[17],"Things:":[20],"increasing":[21],"volume,":[22],"velocity":[23],"and":[24,35,50,60,72,81,115],"volatility":[25],"requires":[26],"to":[28,37,67,94,141,178,187],"be":[29],"processed":[30],"on-the-fly":[31],"with":[32,84,168,185],"fast":[33],"reaction":[34],"adaptation":[36],"changes.":[38],"This":[39],"paper":[40],"presents":[41],"a":[42,105,188],"high":[43],"performance":[44],"scalable":[45],"design":[46,76,175],"for":[47],"decision":[48,107],"trees":[49],"ensemble":[51,144,174],"combinations":[52],"that":[53,150],"makes":[54],"use":[55,130],"vector":[58],"SIMD":[59],"multicore":[61],"capabilities":[62],"available":[63,139],"in":[64],"modern":[65],"processors":[66],"provide":[68],"required":[70],"throughput":[71],"accuracy.":[73,156],"The":[74],"proposed":[75,173],"offers":[77],"very":[78],"low":[79],"latency":[80],"good":[82],"scalability":[83],"number":[86],"cores":[88,134,184],"on":[89,163],"commodity":[90],"hardware":[91,137],"compared":[93],"other":[95],"state-of-the":[96],"art":[97],"implementations.":[98,124],"On":[99,125],"an":[100,143,164],"Intel":[101,165],"i7-based":[102],"system,":[103,128],"processing":[104],"single":[106,189],"tree":[108],"is":[109,160],"6\u00d7":[110],"faster":[111,117,149],"than":[112,118],"MOA":[113,151],"(Java),":[114],"7\u00d7":[116],"StreamDM":[119],"(C++),":[120],"two":[121],"well-known":[122],"reference":[123],"same":[127,155],"6":[133],"(and":[135],"12":[136],"threads)":[138],"allow":[140],"process":[142],"100":[146],"learners":[147],"85\u00d7":[148],"while":[152],"providing":[153],"Furthermore,":[157],"our":[158],"solution":[159],"highly":[161],"scalable:":[162],"Xeon":[166],"socket":[167],"large":[169],"core":[170],"counts,":[171],"achieves":[176],"up":[177],"16\u00d7":[179],"speedup":[180],"employing":[182],"24":[183],"respect":[186],"threaded":[190],"execution.":[191]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}