{"id":"https://openalex.org/W2154641652","doi":"https://doi.org/10.1109/broadnets.2007.4550497","title":"Wireless traffic: The failure of CBR modeling","display_name":"Wireless traffic: The failure of CBR modeling","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2154641652","doi":"https://doi.org/10.1109/broadnets.2007.4550497","mag":"2154641652"},"language":"en","primary_location":{"id":"doi:10.1109/broadnets.2007.4550497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/broadnets.2007.4550497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Fourth International Conference on Broadband Communications, Networks and Systems (BROADNETS '07)","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/A5091302879","display_name":"Stefan Karpinski","orcid":"https://orcid.org/0000-0002-5022-4024"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stefan Karpinski","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041600302","display_name":"Elizabeth Belding","orcid":"https://orcid.org/0000-0002-2155-6740"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth M. Belding","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072607850","display_name":"Kevin C. Almeroth","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin C. Almeroth","raw_affiliation_strings":["Department of Computer Science, University of California, Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091302879"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":1.3464,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84139702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"660","last_page":"669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","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/T10246","display_name":"Mobile Ad Hoc Networks","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/T11158","display_name":"Wireless Networks and Protocols","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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9991999864578247,"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":0.7838100790977478},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6801292300224304},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6099158525466919},{"id":"https://openalex.org/keywords/protocol-stack","display_name":"Protocol stack","score":0.5491547584533691},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5062841176986694},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47587957978248596},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3833808898925781},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3499943017959595},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22098076343536377},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.17516613006591797}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838100790977478},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6801292300224304},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6099158525466919},{"id":"https://openalex.org/C38601921","wikidata":"https://www.wikidata.org/wiki/Q1757693","display_name":"Protocol stack","level":3,"score":0.5491547584533691},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5062841176986694},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47587957978248596},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3833808898925781},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3499943017959595},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22098076343536377},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.17516613006591797},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/broadnets.2007.4550497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/broadnets.2007.4550497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Fourth International Conference on Broadband Communications, Networks and Systems (BROADNETS '07)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.128.7508","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.128.7508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ucsb.edu/~sgk/papers/cbr_failure.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.161.5578","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.161.5578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://imj.ucsb.edu/papers/154.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.66.2816","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.2816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://imj.ucsb.edu/papers/BROADNETS-07.pdf.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W142345729","https://openalex.org/W1497763074","https://openalex.org/W1549535141","https://openalex.org/W1964848431","https://openalex.org/W1965297617","https://openalex.org/W1975804880","https://openalex.org/W1976671856","https://openalex.org/W2003605699","https://openalex.org/W2025782074","https://openalex.org/W2086109549","https://openalex.org/W2095428954","https://openalex.org/W2102258543","https://openalex.org/W2106061413","https://openalex.org/W2106869861","https://openalex.org/W2115223240","https://openalex.org/W2118172426","https://openalex.org/W2126549548","https://openalex.org/W2127484926","https://openalex.org/W2133520751","https://openalex.org/W2136788853","https://openalex.org/W2140477934","https://openalex.org/W2148135143","https://openalex.org/W2148275477","https://openalex.org/W2160494326","https://openalex.org/W2167172253","https://openalex.org/W2167627514","https://openalex.org/W2168535919","https://openalex.org/W2685601886","https://openalex.org/W2751862591","https://openalex.org/W2753908209","https://openalex.org/W3123395457","https://openalex.org/W3216394964","https://openalex.org/W6632928162","https://openalex.org/W6644341952","https://openalex.org/W6675445138"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W4312899616","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"When":[0],"new":[1],"wireless":[2,89],"technologies":[3],"are":[4],"deployed":[5],"and":[6,58,120,164],"subjected":[7],"to":[8,17,19,32,80,106,126],"real":[9],"usage":[10],"patterns,":[11],"unforeseen":[12],"performance":[13,29,56,95,146],"problems":[14],"inevitably":[15],"seem":[16],"arise,":[18],"be":[20],"fixed":[21],"only":[22],"in":[23,34,62,69,178],"later":[24],"generations.":[25],"Why":[26],"do":[27],"these":[28],"issues":[30],"fail":[31],"appear":[33],"experimental":[35,55,128],"settings":[36],"before":[37],"the":[38,47,51,63,73,101,122,144,158,170,179],"technology":[39],"is":[40,79,157],"deployed?":[41],"We":[42],"believe":[43],"that":[44,83,138,167],"one":[45],"of":[46,72,76,100,114,147,153,161,172],"major":[48],"reasons":[49],"behind":[50],"discrepancies":[52],"found":[53],"between":[54],"evaluations":[57],"real-world":[59],"experience":[60],"lies":[61],"unrealistic":[64],"workload":[65],"patterns":[66],"typically":[67],"used":[68],"experiments.":[70],"One":[71],"significant":[74],"contributions":[75],"this":[77,131,139,154],"work":[78],"rigorously":[81],"demonstrate":[82],"common":[84],"synthetic":[85,175],"traffic":[86,118,176],"models":[87,177],"for":[88,117],"local-area":[90],"networks":[91],"induce":[92],"drastically":[93],"distorted":[94],"metrics":[96],"at":[97],"every":[98],"layer":[99],"protocol":[102],"stack.":[103],"In":[104],"order":[105],"show":[107,135],"this,":[108],"we":[109,134],"present":[110],"a":[111],"testable":[112],"definition":[113],"\u201csufficient":[115],"realism\u201d":[116],"models,":[119],"develop":[121],"theoretical":[123],"methodology":[124],"necessary":[125],"interpret":[127],"results":[129],"using":[130],"definition.":[132],"Finally,":[133],"by":[136],"example":[137],"distortion":[140],"can":[141],"completely":[142],"invert":[143],"relative":[145],"protocols.":[148],"The":[149],"greater":[150],"overall":[151],"contribution":[152],"paper,":[155],"however,":[156],"complete":[159],"collection":[160],"ideas,":[162],"techniques":[163],"analytical":[165],"tools":[166],"will":[168],"allow":[169],"development":[171],"more":[173],"realistic":[174],"future.":[180]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}