{"id":"https://openalex.org/W3046256272","doi":"https://doi.org/10.1145/3387514.3405874","title":"Reducto","display_name":"Reducto","publication_year":2020,"publication_date":"2020-07-30","ids":{"openalex":"https://openalex.org/W3046256272","doi":"https://doi.org/10.1145/3387514.3405874","mag":"3046256272"},"language":"en","primary_location":{"id":"doi:10.1145/3387514.3405874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3387514.3405874","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3387514.3405874","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3387514.3405874","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111055758","display_name":"Yuanqi Li","orcid":"https://orcid.org/0000-0002-2575-7224"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuanqi Li","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069421494","display_name":"Arthi Padmanabhan","orcid":null},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arthi Padmanabhan","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104030684","display_name":"Pengzhan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengzhan Zhao","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374835","display_name":"Yufei Wang","orcid":"https://orcid.org/0000-0003-1365-6554"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yufei Wang","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967307","display_name":"Guoqing Xu","orcid":"https://orcid.org/0000-0003-4737-2146"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guoqing Harry Xu","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053593890","display_name":"Ravi Netravali","orcid":"https://orcid.org/0000-0001-7002-5033"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Netravali","raw_affiliation_strings":["UCLA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA","institution_ids":["https://openalex.org/I2799798094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5111055758"],"corresponding_institution_ids":["https://openalex.org/I2799798094"],"apc_list":null,"apc_paid":null,"fwci":11.7747,"has_fulltext":true,"cited_by_count":239,"citation_normalized_percentile":{"value":0.9895557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8557438254356384},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6896482110023499},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.67056804895401},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6071412563323975},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5545710325241089},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5516317486763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041719675064087},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5028252005577087},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.4685298800468445},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4631153643131256},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.41618847846984863},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4103355407714844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39365726709365845},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.27989596128463745},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13839322328567505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8557438254356384},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6896482110023499},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.67056804895401},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6071412563323975},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5545710325241089},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5516317486763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041719675064087},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5028252005577087},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.4685298800468445},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4631153643131256},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41618847846984863},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4103355407714844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39365726709365845},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.27989596128463745},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13839322328567505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3387514.3405874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3387514.3405874","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3387514.3405874","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3387514.3405874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3387514.3405874","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3387514.3405874","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2285110535","display_name":"CSR: Small: Improved Memory Management for Object-Oriented Big Data Systems","funder_award_id":"1613023","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2709462027","display_name":null,"funder_award_id":"N00014-18-1-2037","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G3285860465","display_name":"SaTC: CORE: Medium: Sentinel: Constructing Secure Smart Home IoT Systems via Managed Communications","funder_award_id":"1703598","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3382891349","display_name":null,"funder_award_id":"1763172","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G350559394","display_name":"CAREER: Adaptive Web Execution: Supporting Billions of Diverse Users by Adapting Execution to Available Resources","funder_award_id":"1943621","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3616384124","display_name":null,"funder_award_id":"CNS-1703598","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5389447618","display_name":null,"funder_award_id":"CNS-1613023, CNS-1703598","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046256272.pdf","grobid_xml":"https://content.openalex.org/works/W3046256272.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1475617732","https://openalex.org/W1934410531","https://openalex.org/W1976948919","https://openalex.org/W2029016069","https://openalex.org/W2031489346","https://openalex.org/W2069057506","https://openalex.org/W2086402015","https://openalex.org/W2099736636","https://openalex.org/W2100454127","https://openalex.org/W2101210756","https://openalex.org/W2105223996","https://openalex.org/W2129291408","https://openalex.org/W2134576786","https://openalex.org/W2137839571","https://openalex.org/W2144577430","https://openalex.org/W2466378217","https://openalex.org/W2468875367","https://openalex.org/W2519559998","https://openalex.org/W2530906228","https://openalex.org/W2558881939","https://openalex.org/W2565639579","https://openalex.org/W2565755350","https://openalex.org/W2599379624","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2624989916","https://openalex.org/W2739136981","https://openalex.org/W2752236330","https://openalex.org/W2754360834","https://openalex.org/W2767011558","https://openalex.org/W2771833897","https://openalex.org/W2783185291","https://openalex.org/W2792220137","https://openalex.org/W2798612720","https://openalex.org/W2807968599","https://openalex.org/W2887102961","https://openalex.org/W2887117815","https://openalex.org/W2893929991","https://openalex.org/W2895945505","https://openalex.org/W2896225285","https://openalex.org/W2898703992","https://openalex.org/W2901502597","https://openalex.org/W2902477607","https://openalex.org/W2903398938","https://openalex.org/W2905207581","https://openalex.org/W2912981821","https://openalex.org/W2913182483","https://openalex.org/W2913507876","https://openalex.org/W2915654079","https://openalex.org/W2923933714","https://openalex.org/W2944165510","https://openalex.org/W2946920775","https://openalex.org/W2951433694","https://openalex.org/W2951880905","https://openalex.org/W2963510045","https://openalex.org/W2972871493","https://openalex.org/W2982157693","https://openalex.org/W3099039688","https://openalex.org/W3099414278","https://openalex.org/W3103272053","https://openalex.org/W3108468231","https://openalex.org/W4236658661","https://openalex.org/W4241886172","https://openalex.org/W4253803843","https://openalex.org/W4292826286","https://openalex.org/W4301045096"],"related_works":["https://openalex.org/W4380433113","https://openalex.org/W4386072068","https://openalex.org/W252339960","https://openalex.org/W2390529043","https://openalex.org/W2378320433","https://openalex.org/W2358343511","https://openalex.org/W2071821326","https://openalex.org/W2051877971","https://openalex.org/W1970117064","https://openalex.org/W1787170397"],"abstract_inverted_index":{"To":[0,88],"cope":[1],"with":[2,28,117],"the":[3,49,52,103,137],"high":[4],"resource":[5],"(network":[6],"and":[7,113,122],"compute)":[8],"demands":[9],"of":[10,51,120,130],"real-time":[11],"video":[12,74,114],"analytics":[13],"pipelines,":[14],"recent":[15],"systems":[16],"have":[17,60],"relied":[18],"on":[19,32,72],"frame":[20,69],"filtering.":[21],"However,":[22],"filtering":[23,47,67,99,109,132],"has":[24],"typically":[25],"been":[26],"done":[27],"neural":[29],"networks":[30],"running":[31],"edge/backend":[33],"servers":[34],"that":[35,57,64,96,125],"are":[36],"expensive":[37],"to":[38,48,82,102],"operate.":[39],"This":[40],"paper":[41],"investigates":[42],"on-camera":[43],"filtering,":[44],"which":[45],"moves":[46],"beginning":[50],"pipeline.":[53],"Unfortunately,":[54],"we":[55,91],"find":[56],"commodity":[58],"cameras":[59],"limited":[61],"compute":[62],"resources":[63],"only":[65],"permit":[66],"via":[68],"differencing":[70],"based":[71],"low-level":[73],"features.":[75],"Used":[76],"incorrectly,":[77],"such":[78],"techniques":[79],"can":[80],"lead":[81],"unacceptable":[83],"drops":[84],"in":[85],"query":[86,111],"accuracy.":[87,139],"overcome":[89],"this,":[90],"built":[92],"Reducto,":[93],"a":[94,118],"system":[95],"dynamically":[97],"adapts":[98],"decisions":[100],"according":[101],"time-varying":[104],"correlation":[105],"between":[106],"feature":[107],"type,":[108],"threshold,":[110],"accuracy,":[112],"content.":[115],"Experiments":[116],"variety":[119],"videos":[121],"queries":[123],"show":[124],"Reducto":[126],"achieves":[127],"significant":[128],"(51-97%":[129],"frames)":[131],"benefits,":[133],"while":[134],"consistently":[135],"meeting":[136],"desired":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":57},{"year":2024,"cited_by_count":59},{"year":2023,"cited_by_count":51},{"year":2022,"cited_by_count":38},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2020-08-07T00:00:00"}
