{"id":"https://openalex.org/W2003605699","doi":"https://doi.org/10.1109/wiopt.2007.4480104","title":"Towards Realistic Models of Wireless Workload","display_name":"Towards Realistic Models of Wireless Workload","publication_year":2007,"publication_date":"2007-04-01","ids":{"openalex":"https://openalex.org/W2003605699","doi":"https://doi.org/10.1109/wiopt.2007.4480104","mag":"2003605699"},"language":"en","primary_location":{"id":"doi:10.1109/wiopt.2007.4480104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wiopt.2007.4480104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 5th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks 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/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","Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#","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","Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#","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","Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara, CA#TAB#","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":1.684,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85119508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":1.0,"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":1.0,"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":1.0,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7955794334411621},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5909419655799866},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5436971783638},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5211160778999329},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.380279004573822},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1045798659324646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7955794334411621},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5909419655799866},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5436971783638},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5211160778999329},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.380279004573822},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1045798659324646},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wiopt.2007.4480104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wiopt.2007.4480104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 5th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.134.9685","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.134.9685","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/traffic_models.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.161.5341","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.161.5341","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/150.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.62.6088","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.6088","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/WINMEE-07.pdf.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W142345729","https://openalex.org/W1497763074","https://openalex.org/W2086109549","https://openalex.org/W2095428954","https://openalex.org/W2102258543","https://openalex.org/W2106869861","https://openalex.org/W2115223240","https://openalex.org/W2118172426","https://openalex.org/W2133520751","https://openalex.org/W2148135143","https://openalex.org/W2148275477","https://openalex.org/W2167627514","https://openalex.org/W3123395457","https://openalex.org/W3216394964","https://openalex.org/W6675445138"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525"],"abstract_inverted_index":{"Performance":[0],"predictions":[1],"from":[2],"wireless":[3,56,166],"networking":[4],"laboratory":[5],"experiments":[6],"rarely":[7],"seem":[8],"to":[9,29,37,51,160],"match":[10],"what":[11],"is":[12,34,67],"seen":[13],"once":[14],"technologies":[15],"are":[16,98],"deployed.":[17],"We":[18,100,125],"believe":[19],"that":[20,102,156],"one":[21],"of":[22,55,64,72,80,90,95,121,132,140,148,164],"the":[23,35,53,62,77,87,122,130,138,146],"major":[24],"factors":[25],"hampering":[26],"researchers'":[27],"ability":[28],"make":[30],"more":[31],"reliable":[32],"forecasts":[33],"inability":[36],"generate":[38],"realistic":[39,165],"workloads.":[40,167],"To":[41],"redress":[42],"this":[43,60],"problem,":[44],"we":[45],"take":[46],"a":[47,65],"fundamentally":[48],"new":[49],"approach":[50],"measuring":[52],"realism":[54,63],"traffic":[57,96,105,112,134],"models.":[58],"In":[59],"approach,":[61],"model":[66],"defined":[68],"directly":[69],"in":[70],"terms":[71],"how":[73,141],"accurately":[74],"it":[75],"reproduces":[76],"performance":[78,116,149],"characteristics":[79],"actual":[81],"network":[82],"usage.":[83],"This":[84],"cuts":[85],"through":[86],"Gordian":[88],"knot":[89],"deciding":[91],"which":[92],"statistical":[93],"features":[94],"traces":[97],"significant.":[99],"demonstrate":[101],"common":[103],"experimental":[104],"models,":[106,135],"such":[107],"as":[108],"uniform":[109],"constant":[110],"bit-rate":[111],"(CBR),":[113],"drastically":[114],"misrepresent":[115],"metrics":[117],"at":[118],"all":[119],"levels":[120],"protocol":[123],"stack.":[124],"also":[126],"define":[127],"and":[128],"explore":[129],"space":[131],"synthetic":[133],"thereby":[136],"advancing":[137],"understanding":[139],"different":[142],"modeling":[143],"techniques":[144],"affect":[145],"accuracy":[147],"predictions.":[150],"Our":[151],"research":[152],"takes":[153],"initial":[154],"steps":[155],"will":[157],"ultimately":[158],"lead":[159],"comprehensive,":[161],"multi-level":[162],"models":[163]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
