{"id":"https://openalex.org/W4386439670","doi":"https://doi.org/10.1145/3615587.3615990","title":"EVA","display_name":"EVA","publication_year":2023,"publication_date":"2023-09-05","ids":{"openalex":"https://openalex.org/W4386439670","doi":"https://doi.org/10.1145/3615587.3615990"},"language":"en","primary_location":{"id":"doi:10.1145/3615587.3615990","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3615587.3615990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Workshop on Mobility in the Evolving Internet Architecture","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/155165","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018105688","display_name":"Zhengze Li","orcid":"https://orcid.org/0000-0002-6188-8301"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhengze Li","raw_affiliation_strings":["University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6188-8301","affiliations":[{"raw_affiliation_string":"University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101482051","display_name":"Yanlong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yanlong Huang","raw_affiliation_strings":["University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5544-0722","affiliations":[{"raw_affiliation_string":"University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018318168","display_name":"Xiaoming Fu","orcid":"https://orcid.org/0000-0002-8012-4753"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoming Fu","raw_affiliation_strings":["University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8012-4753","affiliations":[{"raw_affiliation_string":"University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74656192"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9979000091552734,"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":0.8277658820152283},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7174391150474548},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6712382435798645},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5273776054382324},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4757794439792633},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.459416002035141},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4519602060317993},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40055036544799805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3749149739742279},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33491355180740356},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23211753368377686},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1458071768283844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8277658820152283},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7174391150474548},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6712382435798645},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5273776054382324},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4757794439792633},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.459416002035141},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4519602060317993},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40055036544799805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3749149739742279},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33491355180740356},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23211753368377686},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1458071768283844}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3615587.3615990","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3615587.3615990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Workshop on Mobility in the Evolving Internet Architecture","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/160897","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/155165","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:publications.goettingen-research-online.de:2/160897","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/155165","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2016053056","https://openalex.org/W2599379624","https://openalex.org/W2614058795","https://openalex.org/W2761497348","https://openalex.org/W2809578127","https://openalex.org/W2896225285","https://openalex.org/W6737821294"],"related_works":["https://openalex.org/W2952348651","https://openalex.org/W2375742443","https://openalex.org/W2149381099","https://openalex.org/W4200520489","https://openalex.org/W1483190388","https://openalex.org/W3147767149","https://openalex.org/W2061536531","https://openalex.org/W193873054","https://openalex.org/W4389473457","https://openalex.org/W2153990583"],"abstract_inverted_index":{"Intelligent":[0],"video":[1,18,38,62],"analytics":[2,19,39,63],"is":[3,34],"resource-intensive,":[4],"e.g.":[5],"computation":[6],"and":[7,81,84,93,130],"bandwidth.":[8],"In":[9],"this":[10,71],"paper,":[11],"we":[12,47,73],"improve":[13],"resource":[14,44,117],"efficiency":[15],"for":[16,58],"intelligent":[17],"via":[20],"proposing":[21],"a":[22],"distributed":[23],"architecture":[24],"named":[25],"EVA.":[26],"We":[27],"noticed":[28],"that":[29,107],"timeliness":[30],"of":[31,51],"anomaly":[32],"detection":[33],"crucial":[35],"in":[36,116,120],"many":[37],"applications":[40],"along":[41],"with":[42,113],"minimal":[43],"utilization.":[45],"Therefore,":[46],"study":[48],"the":[49,125],"overhead":[50],"profiling":[52],"techniques":[53],"which":[54],"find":[55],"optimal":[56],"configurations":[57],"deep":[59,76],"learning":[60,77],"during":[61],"to":[64,78,97],"achieve":[65,98],"good":[66,99],"resource-accuracy":[67,100],"trade-offs.":[68],"To":[69],"minimize":[70],"overhead,":[72],"propose":[74],"2-stage":[75],"build":[79],"efficient":[80],"robust":[82],"models,":[83],"two":[85],"rate":[86],"adaption":[87],"algorithms:":[88],"Adaptive":[89,94],"Frame":[90],"Rate":[91],"(AFR)":[92],"Resolutions":[95],"(ARR)":[96],"tradeoff.":[101],"Evaluations":[102],"using":[103],"UCF-Crime":[104],"dataset":[105],"show":[106],"EVA":[108],"considerably":[109],"outperforms":[110],"baseline":[111],"Awstream":[112],"71%":[114],"improvements":[115],"consumption,":[118],"69%":[119],"CPU":[121],"utilization":[122],"whilst":[123],"reducing":[124],"bandwidth":[126],"consumption":[127],"by":[128,132],"70%":[129],"storage":[131],"61%.":[133]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2023-09-06T00:00:00"}
