{"id":"https://openalex.org/W4381744951","doi":"https://doi.org/10.1109/noms56928.2023.10154413","title":"Uplink-based Live Session Model for Stalling Prediction in Video Streaming","display_name":"Uplink-based Live Session Model for Stalling Prediction in Video Streaming","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381744951","doi":"https://doi.org/10.1109/noms56928.2023.10154413"},"language":"en","primary_location":{"id":"doi:10.1109/noms56928.2023.10154413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","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/A5080239778","display_name":"Frank Loh","orcid":"https://orcid.org/0000-0001-7410-0790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Loh","raw_affiliation_strings":["University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023564578","display_name":"Andrea Pimpinella","orcid":"https://orcid.org/0000-0003-2846-2795"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Pimpinella","raw_affiliation_strings":["Politecnico di Milano, Dip. Elettronica, Informazione e Bioingegneria,Milan,Italy","Politecnico di Milano, Dip. Elettronica, Informazione e Bioingegneria, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Dip. Elettronica, Informazione e Bioingegneria,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Politecnico di Milano, Dip. Elettronica, Informazione e Bioingegneria, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077973733","display_name":"Stefan Gei\u00dfler","orcid":"https://orcid.org/0000-0002-1783-8454"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Gei\u00dfler","raw_affiliation_strings":["University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025794971","display_name":"Tobias Ho\u00dffeld","orcid":"https://orcid.org/0000-0003-0173-595X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tobias Ho\u00dffeld","raw_affiliation_strings":["University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7288,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78974738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998000264167786,"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":0.9998000264167786,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9968000054359436,"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":0.8449660539627075},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6828476190567017},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6371791362762451},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6341506242752075},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5703694224357605},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5519565343856812},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5196898579597473},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.4698095917701721},{"id":"https://openalex.org/keywords/communication-source","display_name":"Communication source","score":0.4447574019432068},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.44356536865234375},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3547746539115906},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3122243881225586},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1399950385093689},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10154581069946289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449660539627075},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6828476190567017},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6371791362762451},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6341506242752075},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5703694224357605},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5519565343856812},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5196898579597473},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.4698095917701721},{"id":"https://openalex.org/C198104137","wikidata":"https://www.wikidata.org/wiki/Q974688","display_name":"Communication source","level":2,"score":0.4447574019432068},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.44356536865234375},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3547746539115906},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3122243881225586},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1399950385093689},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10154581069946289},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/noms56928.2023.10154413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:aisberg.unibg.it:10446/263894","is_oa":false,"landing_page_url":"https://hdl.handle.net/10446/263894","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2993833576","https://openalex.org/W2776877297","https://openalex.org/W3125718803","https://openalex.org/W2893779165","https://openalex.org/W2127920220","https://openalex.org/W3119288169","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2945097178","https://openalex.org/W4388741024"],"abstract_inverted_index":{"Today,":[0],"video":[1,21,97,146,236],"streaming":[2,22,79,209],"is":[3,30,51,213],"responsible":[4],"for":[5,215],"about":[6],"50":[7],"%":[8],"of":[9,20,27,33,63,66,72,121,124,151,234],"all":[10,162],"Internet":[11],"traffic":[12,35],"worldwide.":[13],"To":[14],"cope":[15],"with":[16],"this":[17],"massive":[18,232],"amount":[19],"data,":[23],"a":[24,83,167,226,231],"major":[25],"concern":[26],"network":[28,217],"providers":[29],"the":[31,60,64,70,73,96,103,128,145,152],"development":[32],"efficient":[34,43],"monitoring":[36,44],"and":[37,42,56,69,149,173,219],"management":[38,49,218],"techniques.":[39],"However,":[40],"fast":[41],"which":[45],"leads":[46],"to":[47,59,92,107,133,159,196,207,229],"intelligent":[48,220],"decisions":[50],"becoming":[52],"highly":[53],"resource":[54,221],"intense":[55],"complex,":[57],"due":[58],"steady":[61],"increase":[62],"number":[65,233],"streamed":[67,74],"videos":[68],"quality":[71,108,113,210],"content.":[75],"Considering":[76],"HTTP":[77],"adaptive":[78],"applications,":[80],"we":[81,130,156],"present":[82],"simple":[84],"machine":[85],"learning":[86],"free,":[87],"uplink":[88],"request":[89],"based":[90],"approach":[91,177],"estimate":[93],"drops":[94,101],"in":[95,127,225],"playback":[98],"butter.":[99],"These":[100],"are":[102,157],"first":[104],"indicator":[105],"leading":[106],"impairment":[109],"events":[110,164],"like":[111],"downwards":[112],"changes":[114],"or":[115,165,191],"stalling.":[116],"With":[117],"our":[118],"approach,":[119],"instead":[120],"analyzing":[122],"thousands":[123],"encrypted":[125],"packets":[126],"network,":[129],"only":[131],"need":[132],"consider":[134,166],"one":[135],"single":[136],"packet":[137],"every":[138],"5":[139],"s-10s":[140],"on":[141,144,203],"average,":[142],"depending":[143],"chunk":[147],"size":[148],"independently":[150],"played":[153],"resolution.":[154],"Nevertheless,":[155],"able":[158],"detect":[160],"nearly":[161],"stalling":[163,170],"trade-off":[168],"between":[169],"detection":[171],"recall":[172],"false":[174],"positives.":[175],"Our":[176],"can":[178,200],"be":[179,201],"implemented":[180],"completely":[181],"moving":[182],"average":[183],"based,":[184],"thus":[185],"not":[186],"requiring":[187],"any":[188,204],"parameter":[189],"setup":[190],"other":[192],"expert":[193],"knowledge.":[194],"Due":[195],"its":[197],"simplicity,":[198],"it":[199],"deployed":[202],"access":[205],"point":[206],"collect":[208],"information":[211],"that":[212],"useful":[214],"active":[216],"provisioning":[222],"but":[223],"also":[224],"data":[227],"center":[228],"analyze":[230],"parallel":[235],"flows.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2023-06-24T00:00:00"}
