{"id":"https://openalex.org/W4393183904","doi":"https://doi.org/10.1145/3639268","title":"PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation","display_name":"PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4393183904","doi":"https://doi.org/10.1145/3639268"},"language":"en","primary_location":{"id":"doi:10.1145/3639268","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639268","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639268","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3639268","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100685078","display_name":"Xianzhi Zeng","orcid":"https://orcid.org/0009-0002-4613-9297"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xianzhi Zeng","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0002-4613-9297","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696504","display_name":"Shuhao Zhang","orcid":"https://orcid.org/0000-0002-9927-6925"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuhao Zhang","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9927-6925","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103062814","display_name":"Hongbin Zhong","orcid":"https://orcid.org/0009-0003-2564-9674"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongbin Zhong","raw_affiliation_strings":["4paradigm Inc., Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-2564-9674","affiliations":[{"raw_affiliation_string":"4paradigm Inc., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396896","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-3532-4043"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["4paradigm Inc., Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3532-4043","affiliations":[{"raw_affiliation_string":"4paradigm Inc., Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103114808","display_name":"Mian Lu","orcid":"https://orcid.org/0009-0002-4853-8881"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mian Lu","raw_affiliation_strings":["4paradigm Inc., Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0002-4853-8881","affiliations":[{"raw_affiliation_string":"4paradigm Inc., Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047111121","display_name":"Zhao Zheng","orcid":"https://orcid.org/0009-0002-5295-9638"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao Zheng","raw_affiliation_strings":["4paradigm Inc., Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-5295-9638","affiliations":[{"raw_affiliation_string":"4paradigm Inc., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063453421","display_name":"Yuqiang Chen","orcid":"https://orcid.org/0009-0005-9339-2510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuqiang Chen","raw_affiliation_strings":["4paradigm Inc., Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-9339-2510","affiliations":[{"raw_affiliation_string":"4paradigm Inc., Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2423,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60408988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2","issue":"1","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9836999773979187,"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":0.9743000268936157,"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":0.826761782169342},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6221150159835815},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5683493614196777},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5624987483024597},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5419782400131226},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5338638424873352},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49286723136901855},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.486503541469574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4681689143180847},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.45567214488983154},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3511524200439453},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33520227670669556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23765435814857483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.826761782169342},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6221150159835815},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5683493614196777},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5624987483024597},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5419782400131226},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5338638424873352},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49286723136901855},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.486503541469574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4681689143180847},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.45567214488983154},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3511524200439453},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33520227670669556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23765435814857483},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639268","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639268","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639268","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3639268","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639268","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639268","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4988082715","display_name":null,"funder_award_id":"023452-00001","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G6854926366","display_name":null,"funder_award_id":"Tier 2","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G7975423579","display_name":null,"funder_award_id":"MOE-T2EP20122-0010","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393183904.pdf","grobid_xml":"https://content.openalex.org/works/W4393183904.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522237958","https://openalex.org/W2031051127","https://openalex.org/W2045999829","https://openalex.org/W2071989194","https://openalex.org/W2110363867","https://openalex.org/W2120276090","https://openalex.org/W2156212081","https://openalex.org/W2169461572","https://openalex.org/W2421547754","https://openalex.org/W2429510775","https://openalex.org/W2442561801","https://openalex.org/W2734941459","https://openalex.org/W2772222064","https://openalex.org/W2896733135","https://openalex.org/W2898352726","https://openalex.org/W2914020154","https://openalex.org/W2948791565","https://openalex.org/W3030557354","https://openalex.org/W3032554733","https://openalex.org/W3088473895","https://openalex.org/W3129010067","https://openalex.org/W3167607903","https://openalex.org/W3174001491","https://openalex.org/W3175296057","https://openalex.org/W3183465340","https://openalex.org/W3198845996","https://openalex.org/W3213421678","https://openalex.org/W4212863985","https://openalex.org/W4254161494","https://openalex.org/W4281912926","https://openalex.org/W4385281417","https://openalex.org/W4385283819","https://openalex.org/W6804297678"],"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/W2886490431","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W180351855"],"abstract_inverted_index":{"Stream":[0],"Window":[1],"Join":[2],"(SWJ),":[3],"a":[4,13,44,71,104,129],"vital":[5],"operation":[6],"in":[7,35,142],"stream":[8,63,145],"analytics,":[9],"struggles":[10],"with":[11],"achieving":[12],"balance":[14,105],"between":[15,106],"accuracy":[16,53],"and":[17,108,110,114],"latency":[18],"due":[19],"to":[20,51],"out-of-order":[21,149],"data":[22,50,144],"arrivals.":[23],"Existing":[24],"methods":[25],"predominantly":[26],"rely":[27],"on":[28],"adaptive":[29],"buffering,":[30],"but":[31],"often":[32],"fall":[33],"short":[34],"performance,":[36],"thereby":[37],"constraining":[38],"practical":[39,137],"applications.":[40],"We":[41,97],"introduce":[42],"PECJ,":[43,102],"solution":[45],"that":[46],"proactively":[47],"incorporates":[48],"unobserved":[49],"enhance":[52],"while":[54,90],"reducing":[55],"latency,":[56],"thus":[57],"requiring":[58],"robust":[59],"predictive":[60],"modeling":[61],"of":[62,68,74,95,101,126],"oscillation.":[64],"At":[65],"the":[66,75,92,99],"heart":[67],"PECJ":[69,127],"lies":[70],"mathematical":[72],"formulation":[73],"posterior":[76],"distribution":[77],"approximation":[78],"(PDA)":[79],"problem":[80],"using":[81],"variational":[82],"inference":[83],"(VI).":[84],"This":[85],"approach":[86],"circumvents":[87],"error":[88],"propagation":[89],"meeting":[91],"low-latency":[93],"demands":[94],"SWJ.":[96],"detail":[98],"implementation":[100],"striking":[103],"complexity":[107],"generality,":[109],"discuss":[111],"both":[112],"analytical":[113],"learning-based":[115],"approaches.":[116],"Experimental":[117],"evaluations":[118],"reveal":[119],"PECJ's":[120],"superior":[121],"performance.":[122],"The":[123],"successful":[124],"integration":[125],"into":[128],"multi-threaded":[130],"SWJ":[131],"benchmark":[132],"testbed":[133],"further":[134],"establishes":[135],"its":[136],"value,":[138],"demonstrating":[139],"promising":[140],"advancements":[141],"enhancing":[143],"processing":[146],"capabilities":[147],"amidst":[148],"data.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}