{"id":"https://openalex.org/W2429524829","doi":"https://doi.org/10.1109/ifipnetworking.2016.7497234","title":"Analysing and leveraging client heterogeneity in swarming-based live streaming","display_name":"Analysing and leveraging client heterogeneity in swarming-based live streaming","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2429524829","doi":"https://doi.org/10.1109/ifipnetworking.2016.7497234","mag":"2429524829"},"language":"en","primary_location":{"id":"doi:10.1109/ifipnetworking.2016.7497234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifipnetworking.2016.7497234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IFIP Networking Conference (IFIP Networking) and Workshops","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/A5069452309","display_name":"Wasiur R. KhudaBukhsh","orcid":"https://orcid.org/0000-0003-1803-0470"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wasiur R. KhudaBukhsh","raw_affiliation_strings":["Technische Universitat Darmstadt Fachbereich Biologie, Darmstadt, Hessen, DE"],"affiliations":[{"raw_affiliation_string":"Technische Universitat Darmstadt Fachbereich Biologie, Darmstadt, Hessen, DE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006700153","display_name":"Julius R\u00fcckert","orcid":"https://orcid.org/0000-0002-8372-3516"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julius Ruckert","raw_affiliation_strings":["Peer-to-Peer Systems Engineering Lab (PS), Technische Universitaet Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Peer-to-Peer Systems Engineering Lab (PS), Technische Universitaet Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044087656","display_name":"Julian Wulfheide","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Wulfheide","raw_affiliation_strings":["Peer-to-Peer Systems Engineering Lab (PS), Technische Universitaet Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Peer-to-Peer Systems Engineering Lab (PS), Technische Universitaet Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041242672","display_name":"David Hausheerv","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Hausheerv","raw_affiliation_strings":["Technische Universitat Darmstadt Fachbereich Biologie, Darmstadt, Hessen, DE"],"affiliations":[{"raw_affiliation_string":"Technische Universitat Darmstadt Fachbereich Biologie, Darmstadt, Hessen, DE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070544702","display_name":"Heinz Koeppl","orcid":"https://orcid.org/0000-0002-8305-9379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heinz Koeppl","raw_affiliation_strings":["Bioinspired Communication Systems Lab (BCS)"],"affiliations":[{"raw_affiliation_string":"Bioinspired Communication Systems Lab (BCS)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069452309"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5932,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72154526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"96","issue":null,"first_page":"386","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9998999834060669,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9994999766349792,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8654298186302185},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6439433097839355},{"id":"https://openalex.org/keywords/multicast","display_name":"Multicast","score":0.57210373878479},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5257885456085205},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.47582653164863586},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4751605689525604},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4635462164878845},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4219076633453369},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4126642346382141},{"id":"https://openalex.org/keywords/swarming","display_name":"Swarming (honey bee)","score":0.411679208278656},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38712021708488464},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33208468556404114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16141805052757263},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1546686589717865},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15413686633110046}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8654298186302185},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6439433097839355},{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.57210373878479},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5257885456085205},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.47582653164863586},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4751605689525604},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4635462164878845},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4219076633453369},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4126642346382141},{"id":"https://openalex.org/C164017216","wikidata":"https://www.wikidata.org/wiki/Q1549094","display_name":"Swarming (honey bee)","level":2,"score":0.411679208278656},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38712021708488464},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33208468556404114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16141805052757263},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1546686589717865},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15413686633110046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ifipnetworking.2016.7497234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifipnetworking.2016.7497234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IFIP Networking Conference (IFIP Networking) and Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:83371","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/83371/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:85963","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/85963/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:86206","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/86206/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W79198832","https://openalex.org/W596251256","https://openalex.org/W1526841711","https://openalex.org/W1548650609","https://openalex.org/W1551381210","https://openalex.org/W1574229198","https://openalex.org/W1941531773","https://openalex.org/W1967055748","https://openalex.org/W1968030132","https://openalex.org/W1997125588","https://openalex.org/W2002512677","https://openalex.org/W2007087980","https://openalex.org/W2008620264","https://openalex.org/W2010309395","https://openalex.org/W2027945131","https://openalex.org/W2052289175","https://openalex.org/W2059239694","https://openalex.org/W2065164788","https://openalex.org/W2075379212","https://openalex.org/W2080245275","https://openalex.org/W2095766758","https://openalex.org/W2112090702","https://openalex.org/W2117453243","https://openalex.org/W2131219113","https://openalex.org/W2134157110","https://openalex.org/W2147657151","https://openalex.org/W2147884201","https://openalex.org/W2154959614","https://openalex.org/W2160645922","https://openalex.org/W2167035924","https://openalex.org/W2171846149","https://openalex.org/W2172032393","https://openalex.org/W2181745784","https://openalex.org/W2593828612","https://openalex.org/W4242440301","https://openalex.org/W6650874903","https://openalex.org/W6652111958","https://openalex.org/W6679425929","https://openalex.org/W6734770067"],"related_works":["https://openalex.org/W2361442589","https://openalex.org/W2959248618","https://openalex.org/W2129322309","https://openalex.org/W71677715","https://openalex.org/W237242145","https://openalex.org/W2000058335","https://openalex.org/W2389991495","https://openalex.org/W1956255817","https://openalex.org/W3208647225","https://openalex.org/W2184674118"],"abstract_inverted_index":{"Due":[0],"to":[1,75,113],"missing":[2],"IP":[3],"multicast":[4],"support":[5],"on":[6,136,142,185],"an":[7,37],"Internet":[8],"scale,":[9],"over-the-top":[10],"media":[11],"streams":[12],"are":[13],"delivered":[14],"with":[15,49,61,139],"the":[16,82,182],"help":[17],"of":[18,55,58,122,177,181,192],"overlays":[19],"as":[20,41],"used":[21],"by":[22,79],"content":[23],"delivery":[24],"networks":[25],"and":[26,91,103,144,168,188],"their":[27,62],"peer-to-peer":[28],"(P2P)":[29],"extensions.":[30],"In":[31,70],"this":[32,71,77,123],"context,":[33],"mesh/pull-based":[34],"swarming":[35,135],"plays":[36],"important":[38],"role":[39],"either":[40],"a":[42,97,107,131,140,153,173,189,193],"pure":[43],"streaming":[44,195],"approach":[45],"or":[46],"in":[47,96,117,147],"combination":[48],"tree/push":[50],"mechanisms.":[51],"The":[52,120],"crucial":[53],"impact":[54],"today's":[56],"variety":[57],"client":[59,118,160],"systems":[60],"heterogeneous":[63,148],"resources":[64],"is":[65],"not":[66],"yet":[67,109],"well":[68],"understood.":[69],"paper,":[72],"we":[73,129,151],"contribute":[74],"closing":[76],"gap":[78],"mathematically":[80],"analysing":[81],"most":[83],"basic":[84],"scheduling":[85],"mechanisms":[86],"latest":[87],"deadline":[88,93],"first":[89,94],"(LDF)":[90],"earliest":[92],"(EDF)":[95],"continuous":[98],"time":[99],"Markov":[100],"chain":[101],"framework":[102,133],"combining":[104],"them":[105],"into":[106],"simple,":[108],"powerful,":[110],"mixed":[111,154],"strategy":[112],"leverage":[114],"inherent":[115],"differences":[116],"resources.":[119],"contribution":[121],"paper":[124],"is,":[125],"hence,":[126],"twofold:":[127],"(1)":[128],"develop":[130],"mathematical":[132],"for":[134],"random":[137,186],"graphs":[138],"focus":[141],"LDF":[143,167],"EDF":[145,169],"strategies":[146],"scenarios;":[149],"(2)":[150],"propose":[152],"strategy,":[155],"named":[156],"SchedMix,":[157],"that":[158,164],"leverages":[159],"heterogeneity.":[161],"We":[162],"show":[163],"SchedMix":[165],"outperforms":[166],"using":[170],"different":[171],"abstractions:":[172],"mean-field":[174],"theoretic":[175],"analysis":[176],"buffer":[178],"probabilities,":[179],"simulations":[180],"stochastic":[183],"model":[184],"graphs,":[187],"full-stack":[190],"implementation":[191],"P2P":[194],"system.":[196]},"counts_by_year":[{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}