{"id":"https://openalex.org/W4284889885","doi":"https://doi.org/10.1109/sose55472.2022.9812698","title":"Distributed AI-Driven Search Engine on Visual Internet-of-Things for Event Discovery in the Cloud","display_name":"Distributed AI-Driven Search Engine on Visual Internet-of-Things for Event Discovery in the Cloud","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4284889885","doi":"https://doi.org/10.1109/sose55472.2022.9812698"},"language":"en","primary_location":{"id":"doi:10.1109/sose55472.2022.9812698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose55472.2022.9812698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 17th Annual System of Systems Engineering Conference (SOSE)","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/A5059680425","display_name":"Arun Das","orcid":"https://orcid.org/0000-0001-7512-0523"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Das","raw_affiliation_strings":["University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052743179","display_name":"Mehdi Roopaei","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Roopaei","raw_affiliation_strings":["University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113537394","display_name":"Mo Jamshidi","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mo Jamshidi","raw_affiliation_strings":["University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017210698","display_name":"Peyman Najafirad","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peyman Najafirad","raw_affiliation_strings":["University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio,Secure AI and Autonomy Laboratory,San Antonio,TX,USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Secure AI and Autonomy Laboratory, University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":0.3046,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53702759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"514","last_page":"521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9941999912261963,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9914000034332275,"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":0.8670164346694946},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7100696563720703},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6393429636955261},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6098586320877075},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.5381539463996887},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.4933265745639801},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48580288887023926},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4783627390861511},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46182140707969666},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.424850732088089},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3978267014026642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37989699840545654},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33806753158569336},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27077144384384155},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17187899351119995},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1285795271396637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8670164346694946},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7100696563720703},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6393429636955261},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6098586320877075},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.5381539463996887},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.4933265745639801},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48580288887023926},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4783627390861511},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46182140707969666},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.424850732088089},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3978267014026642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37989699840545654},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33806753158569336},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27077144384384155},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17187899351119995},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1285795271396637},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sose55472.2022.9812698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose55472.2022.9812698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 17th Annual System of Systems Engineering Conference (SOSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1967140145","https://openalex.org/W2097481508","https://openalex.org/W2161768947","https://openalex.org/W2214098284","https://openalex.org/W2342657743","https://openalex.org/W2678047256","https://openalex.org/W2733075960","https://openalex.org/W2790601868","https://openalex.org/W2801742018","https://openalex.org/W2885137605","https://openalex.org/W2900426044","https://openalex.org/W2917651890","https://openalex.org/W2962883027","https://openalex.org/W2963214037","https://openalex.org/W3000407226","https://openalex.org/W3011681065","https://openalex.org/W3036453007","https://openalex.org/W3208962909","https://openalex.org/W6704231422","https://openalex.org/W6779540071"],"related_works":["https://openalex.org/W2145752793","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435"],"abstract_inverted_index":{"Millions":[0],"of":[1,21,27,48,79,141],"connected":[2,5],"devices":[3,51,160],"like":[4],"cameras":[6],"and":[7,58,84,98,108,132,163,176],"streaming":[8],"videos":[9],"are":[10,18],"introduced":[11],"to":[12,102],"smart":[13],"cities":[14],"every":[15],"year,":[16],"which":[17],"valuable":[19],"source":[20,26],"information.":[22],"However,":[23],"such":[24],"rich":[25],"information":[28],"is":[29],"mostly":[30],"left":[31],"untapped.":[32],"Thus,":[33],"in":[34,60,68,161],"this":[35],"paper,":[36],"we":[37],"propose":[38],"distributed":[39,114,129],"deep":[40,115,130],"neural":[41],"networks":[42],"(DNNs)":[43],"over":[44],"edge":[45],"visual":[46],"Internet":[47,140],"Things":[49,142],"(VIoT)":[50],"for":[52,95,105,136],"parallel,":[53,162],"real-time":[54,96,151],"video":[55,73],"scene":[56],"parsing":[57],"indexing":[59],"conjunction":[61],"with":[62],"BigQuery":[63,109,133],"retrieval":[64],"on":[65,157,173],"stored":[66],"data":[67,106],"the":[69,93,103,120,137],"cloud.":[70],"The":[71,89,112],"IoT":[72,159],"streams":[74],"parsed":[75],"into":[76],"adaptive":[77],"meta-data":[78,90],"person,":[80],"attributes,":[81],"actions,":[82],"object,":[83],"relations":[85],"using":[86],"pre-trained":[87],"DNNs.":[88],"cached":[91],"at":[92,154],"edge-cloud":[94],"analytics":[97],"also":[99],"continuously":[100],"transferred":[101],"cloud":[104],"fusion":[107],"batch":[110,169],"processing.":[111],"proposed":[113,148],"learning":[116,131],"search":[117,134],"platform":[118],"bridges":[119],"gap":[121],"between":[122],"edge-to-cloud":[123],"continuum":[124],"computation":[125],"by":[126],"utilizing":[127],"state-of-the-art":[128],"algorithms":[135],"geo-distributed":[138],"Visual":[139],"(VIoT).":[143],"We":[144],"show":[145],"that":[146],"our":[147],"system":[149],"supports":[150],"event-driven":[152],"computing":[153],"122":[155],"milliseconds":[156],"virtual":[158],"as":[164,166],"low":[165],"2.4":[167],"seconds":[168],"query":[170],"response":[171],"time":[172],"multi-table":[174],"JOIN":[175],"GROUP-BY":[177],"aggregation.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
