{"id":"https://openalex.org/W2004203035","doi":"https://doi.org/10.1145/2663716.2663753","title":"Need, Want, Can Afford","display_name":"Need, Want, Can Afford","publication_year":2014,"publication_date":"2014-11-05","ids":{"openalex":"https://openalex.org/W2004203035","doi":"https://doi.org/10.1145/2663716.2663753","mag":"2004203035"},"language":"en","primary_location":{"id":"doi:10.1145/2663716.2663753","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663716.2663753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Conference on Internet Measurement 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/A5089594771","display_name":"Zachary S. Bischof","orcid":"https://orcid.org/0000-0001-6419-6303"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary S. Bischof","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025609514","display_name":"Fabi\u00e1n E. Bustamante","orcid":"https://orcid.org/0000-0002-7659-1527"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabian E. Bustamante","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086029270","display_name":"Rade Stanojevi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rade Stanojevic","raw_affiliation_strings":["Telefonica Research, Barcelona, Spain","Telefonica Research; Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telefonica Research, Barcelona, Spain","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"Telefonica Research; Barcelona, Spain","institution_ids":["https://openalex.org/I4210134591"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1286,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93953618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.800506591796875},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5952407121658325},{"id":"https://openalex.org/keywords/broadband-networks","display_name":"Broadband networks","score":0.5325291156768799},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4942059814929962},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4909260869026184},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46400609612464905},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4606471359729767},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.451969176530838},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4039947986602783},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.32364726066589355},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2031184434890747}],"concepts":[{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.800506591796875},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5952407121658325},{"id":"https://openalex.org/C125599584","wikidata":"https://www.wikidata.org/wiki/Q15057100","display_name":"Broadband networks","level":3,"score":0.5325291156768799},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4942059814929962},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4909260869026184},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46400609612464905},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4606471359729767},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.451969176530838},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4039947986602783},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.32364726066589355},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2031184434890747},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2663716.2663753","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663716.2663753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Conference on Internet Measurement Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6756673779","display_name":null,"funder_award_id":"CNS 1218287","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W9962443","https://openalex.org/W611321302","https://openalex.org/W1502997490","https://openalex.org/W1965032599","https://openalex.org/W1968234930","https://openalex.org/W1968757366","https://openalex.org/W1975730469","https://openalex.org/W1978022922","https://openalex.org/W1986194607","https://openalex.org/W1986721142","https://openalex.org/W2006905279","https://openalex.org/W2013628864","https://openalex.org/W2060051617","https://openalex.org/W2071557224","https://openalex.org/W2074028702","https://openalex.org/W2096998282","https://openalex.org/W2110980583","https://openalex.org/W2128657798","https://openalex.org/W2137195340","https://openalex.org/W2139577842","https://openalex.org/W2141847331","https://openalex.org/W2155409100","https://openalex.org/W2160401368","https://openalex.org/W2161494722","https://openalex.org/W2171884881","https://openalex.org/W2242842357","https://openalex.org/W2252829897","https://openalex.org/W2285144687","https://openalex.org/W2305012108","https://openalex.org/W4205271706","https://openalex.org/W4239654371"],"related_works":["https://openalex.org/W1879998863","https://openalex.org/W2368226213","https://openalex.org/W2383584427","https://openalex.org/W366609296","https://openalex.org/W1981472273","https://openalex.org/W2002587587","https://openalex.org/W2375782580","https://openalex.org/W2352849928","https://openalex.org/W2527699603","https://openalex.org/W1990949930"],"abstract_inverted_index":{"We":[0,30,119,180],"present":[1],"the":[2,13,37,76,79,110,153,166,186,204,214],"first":[3],"study":[4,109],"of":[5,15,39,62,78,85,103,140],"broadband":[6,25,45,105,113,211],"services":[7,65],"in":[8,95,147,156],"their":[9,24,71,134],"broader":[10],"context,":[11],"evaluating":[12],"impact":[14],"service":[16,46,114],"characteristics":[17],"(such":[18],"as":[19],"capacity,":[20],"latency":[21],"and":[22,27,54,69,92,117,126,203,213],"loss),":[23],"pricing":[26,116],"user":[28,163,201],"demand.":[29,118],"explore":[31],"these":[32,189],"relationships,":[33],"beyond":[34],"correlation,":[35],"with":[36,99,143],"application":[38],"natural":[40,182],"experiments.":[41],"Most":[42],"efforts":[43],"on":[44,52,165],"characterization":[47],"have":[48],"so":[49],"far":[50],"focused":[51],"performance":[53],"availability,":[55],"yet":[56],"we":[57,107,160],"lack":[58],"a":[59,100,121,138,169,176],"clear":[60],"understanding":[61,199],"how":[63,70,200],"such":[64],"are":[66],"being":[67],"utilized":[68],"use":[72],"is":[73],"impacted":[74],"by":[75],"particulars":[77],"market.":[80],"By":[81],"analyzing":[82],"over":[83,168],"23-months":[84],"data":[86],"collected":[87],"from":[88],"53,000":[89],"end":[90],"hosts":[91],"residential":[93],"gateways":[94],"160":[96],"countries,":[97],"along":[98],"global":[101,157],"survey":[102],"retail":[104],"plans,":[106],"empirically":[108],"relationship":[111],"between":[112,124,188],"characteristics,":[115],"show":[120],"strong":[122],"correlation":[123],"capacity":[125],"demand,":[127],"even":[128],"though":[129],"subscribers":[130],"rarely":[131],"fully":[132],"utilize":[133],"links,":[135],"but":[136],"note":[137],"law":[139],"diminishing":[141],"returns":[142],"relatively":[144],"smaller":[145],"increases":[146],"demand":[148,164],"at":[149,216],"higher":[150],"capacities.":[151],"Despite":[152],"fourfold":[154],"increase":[155],"IP":[158],"traffic,":[159],"find":[161],"that":[162,207],"network":[167],"three":[170],"year":[171],"period":[172],"remained":[173],"constant":[174],"for":[175],"given":[177],"bandwidth":[178],"capacity.":[179],"exploit":[181],"experiments":[183],"to":[184],"examine":[185],"causality":[187],"factors.":[190],"The":[191],"reported":[192],"findings":[193],"represent":[194],"an":[195],"important":[196],"step":[197],"towards":[198],"behavior,":[202],"market":[205],"features":[206],"shape":[208],"it,":[209],"affect":[210],"networks":[212],"Internet":[215],"large.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
