{"id":"https://openalex.org/W4413680207","doi":"https://doi.org/10.23919/wiopt66569.2025.11123283","title":"QoS Aware Video Analysis Over Low-Cost Edge-Cluster: A Utility Minimization Approach","display_name":"QoS Aware Video Analysis Over Low-Cost Edge-Cluster: A Utility Minimization Approach","publication_year":2025,"publication_date":"2025-05-26","ids":{"openalex":"https://openalex.org/W4413680207","doi":"https://doi.org/10.23919/wiopt66569.2025.11123283"},"language":"en","primary_location":{"id":"doi:10.23919/wiopt66569.2025.11123283","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt66569.2025.11123283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 23rd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070569222","display_name":"Suvadip Batabyal","orcid":"https://orcid.org/0000-0001-8344-5897"},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvadip Batabyal","raw_affiliation_strings":["NIT Durgapur,Department of Computer Science & Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NIT Durgapur,Department of Computer Science & Engineering,India","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032787307","display_name":"Sudip Misra","orcid":"https://orcid.org/0000-0002-2467-6414"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudip Misra","raw_affiliation_strings":["IIT Kharagpur,Department of Computer Science & Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,Department of Computer Science & Engineering,India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034697367","display_name":"\u00d6zg\u00fcr Er\u00e7etin","orcid":"https://orcid.org/0000-0002-3454-5610"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozgur Ercetin","raw_affiliation_strings":["Sabanci University,Faculty of Engineering & Natural Sciences,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sabanci University,Faculty of Engineering & Natural Sciences,Turkey","institution_ids":["https://openalex.org/I134235054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9957000017166138,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9957000017166138,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9857000112533569,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7340857982635498},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6334862112998962},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5497654676437378},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5022814273834229},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5005204677581787},{"id":"https://openalex.org/keywords/cost\u2013utility-analysis","display_name":"Cost\u2013utility analysis","score":0.4531340003013611},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31556934118270874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30202969908714294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11334115266799927},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10468369722366333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340857982635498},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6334862112998962},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5497654676437378},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5022814273834229},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5005204677581787},{"id":"https://openalex.org/C184834754","wikidata":"https://www.wikidata.org/wiki/Q358564","display_name":"Cost\u2013utility analysis","level":3,"score":0.4531340003013611},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31556934118270874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30202969908714294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11334115266799927},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10468369722366333},{"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/C3019080777","wikidata":"https://www.wikidata.org/wiki/Q1754768","display_name":"Cost effectiveness","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/wiopt66569.2025.11123283","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt66569.2025.11123283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 23rd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.sabanciuniv.edu:52577","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2505132733","https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W1998565590","https://openalex.org/W2061423566","https://openalex.org/W3217474284","https://openalex.org/W1480110329","https://openalex.org/W4249413607"],"abstract_inverted_index":{"The":[0,83,101],"constrained":[1],"availability":[2],"of":[3,44,80,99,165,174],"resources":[4],"on":[5,185],"an":[6,77,114,119,152,160,163],"edge":[7,37,45,84],"analytics":[8,74],"platform":[9,75],"prompted":[10],"the":[11,48,57,88,125,130,145,183,197],"need":[12],"for":[13,171,191],"a":[14,33,41,51,60,69,109,138],"trade-off":[15],"between":[16],"accuracy":[17],"and":[18,54,97,147,168,176,189],"latency":[19],"by":[20],"selecting":[21],"suitable":[22],"deep":[23],"neural":[24],"network":[25],"(DNN)":[26],"models":[27,93],"on-the-fly.":[28],"Earlier":[29],"efforts":[30],"either":[31],"used":[32],"single":[34],"powerful":[35],"multi-core":[36],"computing":[38],"device":[39],"or":[40],"distributed":[42],"cluster":[43],"nodes.":[46],"While":[47],"former":[49],"has":[50],"high":[52,61],"cost":[53],"power":[55],"consumption,":[56],"latter":[58],"incur":[59],"communication":[62],"overhead.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67],"propose":[68],"quality-of-service":[70],"(QoS)":[71],"aware":[72],"video":[73,111,172],"using":[76,122],"edge-cluster":[78],"made":[79],"low-cost":[81],"devices.":[82],"nodes,":[85],"that":[86,156,182],"constitute":[87],"cluster,":[89],"host":[90],"heterogeneous":[91],"DNN":[92,139],"having":[94],"different":[95],"configurations":[96],"number":[98],"layers.":[100],"nodes":[102],"cooperate":[103],"among":[104],"themselves":[105],"to":[106,112,128,143,154,196],"jointly":[107],"process":[108],"streaming":[110],"achieve":[113,159],"optimal":[115],"QoS.":[116],"We":[117,135,179],"formulate":[118],"optimization":[120],"problem":[121],"penalty":[123,133],"as":[124],"utility":[126],"function":[127],"minimize":[129,144],"long-term":[131],"average":[132],"(LTAP).":[134],"first":[136],"design":[137],"model":[140],"recommender":[141],"algorithm":[142],"LTAP":[146,161,186],"then":[148],"compare":[149],"it":[150,157],"with":[151,162],"Oracle":[153],"show":[155,181],"can":[158],"error":[164],"1.6":[166],"%":[167,170],"9.88":[169],"resolutions":[173],"720p":[175],"2160p":[177],"respectively.":[178],"also":[180],"bounds":[184],"are":[187],"lower":[188,192],"tighter":[190],"resolution":[193,199],"videos":[194],"compared":[195],"higher":[198],"videos.":[200]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}