{"id":"https://openalex.org/W4392158318","doi":"https://doi.org/10.1109/globecom54140.2023.10436903","title":"Active Queue Management with Data-Driven Delay Violation Probability Predictors","display_name":"Active Queue Management with Data-Driven Delay Violation Probability Predictors","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392158318","doi":"https://doi.org/10.1109/globecom54140.2023.10436903"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5112967369","display_name":"Samie Mostafavi","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Samie Mostafavi","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden","KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069793887","display_name":"Neelabhro Roy","orcid":"https://orcid.org/0000-0002-5777-7780"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Neelabhro Roy","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden","KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086721943","display_name":"Gy\u00f6rgy D\u00e1n","orcid":"https://orcid.org/0000-0002-4876-0223"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Gy\u00f6rgy D\u00e1n","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden","KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037402766","display_name":"James Gross","orcid":"https://orcid.org/0000-0001-6682-6559"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"James Gross","raw_affiliation_strings":["KTH Royal Institute of Technology,Stockholm,Sweden","KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112967369"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":0.2012,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55602704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"6371","last_page":"6376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9990000128746033,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9914000034332275,"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/active-queue-management","display_name":"Active queue management","score":0.6862862706184387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6841620206832886},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.5849568843841553},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3304237425327301},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32560768723487854},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.09911277890205383}],"concepts":[{"id":"https://openalex.org/C34793927","wikidata":"https://www.wikidata.org/wiki/Q583367","display_name":"Active queue management","level":4,"score":0.6862862706184387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6841620206832886},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.5849568843841553},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3304237425327301},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32560768723487854},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.09911277890205383},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1589801689","https://openalex.org/W1989035469","https://openalex.org/W2004244301","https://openalex.org/W2012958378","https://openalex.org/W2113852631","https://openalex.org/W2169239645","https://openalex.org/W2586459757","https://openalex.org/W3011823797","https://openalex.org/W3159537171","https://openalex.org/W4205596061","https://openalex.org/W4206809386","https://openalex.org/W4315630037","https://openalex.org/W4386825004"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2007260688","https://openalex.org/W2390990610","https://openalex.org/W2382530089","https://openalex.org/W2379438579","https://openalex.org/W2291152454","https://openalex.org/W2904956797","https://openalex.org/W2123876169"],"abstract_inverted_index":{"The":[0,146],"increasing":[1],"demand":[2],"for":[3,105],"latency-sensitive":[4],"applications":[5],"has":[6],"necessitated":[7],"the":[8,22,30,42,128,162,169,187],"development":[9],"of":[10,86,161,186,192],"sophisticated":[11],"algorithms":[12],"that":[13,98,115],"efficiently":[14],"manage":[15],"packets":[16,62],"with":[17,103,140,159],"end-to-end":[18,32,100],"delay":[19,33,101],"targets":[20],"traversing":[21],"networked":[23],"infrastructure.":[24],"Network":[25],"components":[26],"must":[27],"consider":[28],"minimizing":[29,106],"packets'":[31,87,130],"violation":[34],"probabilities":[35],"(DVP)":[36],"as":[37],"a":[38,80,94,109,117,123],"guiding":[39],"principle":[40],"throughout":[41],"transmission":[43],"path":[44],"to":[45,57,126,136],"ensure":[46],"timely":[47],"deliveries.":[48],"Active":[49],"queue":[50],"management":[51],"(AQM)":[52],"schemes":[53,70,174],"are":[54,71,191],"commonly":[55],"used":[56],"mitigate":[58],"congestion":[59,74],"by":[60,121],"dropping":[61,78],"and":[63,75,152,157],"controlling":[64],"queuing":[65,110],"delay.":[66],"Today's":[67],"established":[68],"AQM":[69,104,135,164,173],"threshold-driven,":[72],"identifying":[73],"trigger":[76],"packet":[77],"using":[79],"predefined":[81],"criteria":[82],"which":[83],"is":[84,119,148,155],"unaware":[85],"DVPs.":[88,131],"In":[89,108],"this":[90],"work,":[91],"we":[92,113],"propose":[93],"novel":[95],"framework,":[96],"Delta,":[97],"combines":[99],"characterization":[102],"DVP.":[107],"theoretic":[111],"environment,":[112],"show":[114,168],"such":[116],"policy":[118],"feasible":[120],"utilizing":[122],"data-driven":[124],"approach":[125],"predict":[127],"queued":[129],"That":[132],"enables":[133],"Delta":[134,170],"effectively":[137],"handle":[138],"links":[139],"arbitrary":[141],"stationary":[142],"service":[143],"time":[144],"processes.":[145],"implementation":[147],"described":[149],"in":[150,176,178],"detail,":[151],"its":[153],"performance":[154],"evaluated":[156],"compared":[158],"state":[160],"art":[163],"algorithms.":[165],"Our":[166],"results":[167],"outperforms":[171],"current":[172],"substantially,":[175],"particular":[177],"scenarios":[179],"where":[180],"high":[181,184],"reliability,":[182],"i.e.":[183],"quantiles":[185],"tail":[188],"latency":[189],"distribution,":[190],"interest.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}