{"id":"https://openalex.org/W4206061691","doi":"https://doi.org/10.1109/tsc.2021.3132792","title":"A Multi-Market Trading Framework for Low-Latency Service Provision at the Edge of Networks","display_name":"A Multi-Market Trading Framework for Low-Latency Service Provision at the Edge of Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4206061691","doi":"https://doi.org/10.1109/tsc.2021.3132792"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2021.3132792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3132792","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-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/A5059332357","display_name":"Yuan\u2010Yao Shih","orcid":"https://orcid.org/0000-0002-1483-9777"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yuan-Yao Shih","raw_affiliation_strings":["Department of Communications Engineering, National Chung Cheng University, 34915 Minhsiung, Taiwan, Taiwan, 621 (e-mail: yyshih@ccu.edu.tw)"],"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, National Chung Cheng University, 34915 Minhsiung, Taiwan, Taiwan, 621 (e-mail: yyshih@ccu.edu.tw)","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067426723","display_name":"Ai\u2010Chun Pang","orcid":"https://orcid.org/0000-0002-8275-2366"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ai-Chun Pang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, Taiwan, 106 (e-mail: acpang@csie.ntu.edu.tw)"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, Taiwan, 106 (e-mail: acpang@csie.ntu.edu.tw)","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101745801","display_name":"Tian He","orcid":"https://orcid.org/0000-0003-3699-7212"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian He","raw_affiliation_strings":["University of Minnesota College of Science and Engineering, 172299 Minneapolis, Minnesota, United States, (e-mail: tianhe@umn.edu)"],"affiliations":[{"raw_affiliation_string":"University of Minnesota College of Science and Engineering, 172299 Minneapolis, Minnesota, United States, (e-mail: tianhe@umn.edu)","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009541123","display_name":"Te-Chuan Chiu","orcid":"https://orcid.org/0000-0001-9354-5306"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Te-Chuan Chiu","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, 38017 Taipei, Taipei, Taiwan, (e-mail: theochiu@citi.sinica.edu.tw)"],"affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, 38017 Taipei, Taipei, Taiwan, (e-mail: theochiu@citi.sinica.edu.tw)","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059332357"],"corresponding_institution_ids":["https://openalex.org/I148099254"],"apc_list":null,"apc_paid":null,"fwci":0.7641,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74508362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7943145036697388},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.5591233968734741},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5523694753646851},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5350970029830933},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48524904251098633},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4679151177406311},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4088176190853119},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34470492601394653},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1705189347267151},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16677236557006836},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13011488318443298},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10826745629310608}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7943145036697388},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.5591233968734741},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5523694753646851},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5350970029830933},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48524904251098633},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4679151177406311},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4088176190853119},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34470492601394653},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1705189347267151},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16677236557006836},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13011488318443298},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10826745629310608},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2021.3132792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3132792","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G359703875","display_name":null,"funder_award_id":"108-2221-E-002- 069-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3957504190","display_name":null,"funder_award_id":"109-EC-17-A-02-S5-007","funder_id":"https://openalex.org/F4320322835","funder_display_name":"Ministry of Economic Affairs"},{"id":"https://openalex.org/G401709407","display_name":null,"funder_award_id":"110-2221-E-002-071-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7245823336","display_name":null,"funder_award_id":"109-2222-E-194-003- MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7330888031","display_name":null,"funder_award_id":"110L892702","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"}],"funders":[{"id":"https://openalex.org/F4320308258","display_name":"Qualcomm","ror":"https://ror.org/002zrf773"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1570814839","https://openalex.org/W1577072196","https://openalex.org/W1890688605","https://openalex.org/W1967260437","https://openalex.org/W1972743196","https://openalex.org/W1982950856","https://openalex.org/W2009708702","https://openalex.org/W2030478642","https://openalex.org/W2109196761","https://openalex.org/W2118252088","https://openalex.org/W2138848780","https://openalex.org/W2140476881","https://openalex.org/W2141086070","https://openalex.org/W2154126105","https://openalex.org/W2156568423","https://openalex.org/W2195423816","https://openalex.org/W2320716695","https://openalex.org/W2400861403","https://openalex.org/W2416799949","https://openalex.org/W2497780306","https://openalex.org/W2523812888","https://openalex.org/W2547727199","https://openalex.org/W2558116332","https://openalex.org/W2566935729","https://openalex.org/W2568772110","https://openalex.org/W2578151840","https://openalex.org/W2626588362","https://openalex.org/W2736073194","https://openalex.org/W2736305332","https://openalex.org/W2743702376","https://openalex.org/W2809610228","https://openalex.org/W2883785482","https://openalex.org/W2883959991","https://openalex.org/W2888857789","https://openalex.org/W2888916609","https://openalex.org/W2898082692","https://openalex.org/W2907009294","https://openalex.org/W2913196913","https://openalex.org/W2919731853","https://openalex.org/W2919842332","https://openalex.org/W2921155436","https://openalex.org/W2952758634","https://openalex.org/W2959153843","https://openalex.org/W2963209633","https://openalex.org/W2963217863","https://openalex.org/W2963686989","https://openalex.org/W2999025081","https://openalex.org/W3000480525","https://openalex.org/W3003378062","https://openalex.org/W3010791286","https://openalex.org/W3034606981","https://openalex.org/W3036382901","https://openalex.org/W3098197413","https://openalex.org/W3105376410","https://openalex.org/W3131252432","https://openalex.org/W3190525754","https://openalex.org/W4234761190","https://openalex.org/W6639683144"],"related_works":["https://openalex.org/W3125419042","https://openalex.org/W1565528629","https://openalex.org/W4388211099","https://openalex.org/W203077648","https://openalex.org/W995038129","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Addressing":[0],"edge":[1,12,34,60],"computing's":[2],"economic":[3],"issues":[4],"is":[5],"critical":[6],"as":[7,14],"we":[8,122,174],"need":[9],"to":[10,17,22,80,130,148,153],"motivate":[11],"devices":[13],"resource":[15,30,113,151],"providers":[16,31,44,152],"devote":[18],"their":[19,50,160],"computing":[20,35,61],"resources":[21],"the":[23,47,73,81,137,150,177,182],"service.":[24],"There":[25],"are":[26,45,53],"multiple":[27,156],"users":[28,42],"and":[29,43,143,158,187,194],"in":[32,119,155],"most":[33,56],"service":[36],"scenarios.":[37],"The":[38,134],"communication":[39,76],"delays":[40],"between":[41,115],"not":[46,71,111],"same":[48],"since":[49],"physical":[51],"distances":[52],"different.":[54],"However,":[55],"existing":[57,107],"works":[58],"on":[59,102],"regarding":[62],"network":[63,92,97],"economics":[64],"adopt":[65],"single":[66,104,195],"market":[67,145,196],"models":[68,109],"that":[69,176],"do":[70,110],"consider":[72],"influence":[74],"of":[75,84,162,171],"delay.":[77],"Moreover,":[78],"due":[79],"high":[82],"cost":[83],"deploying":[85],"5G":[86],"ultra-dense":[87],"small":[88],"cells,":[89],"barely":[90],"a":[91,103,124,144],"operator":[93],"can":[94,180],"reach":[95],"full":[96],"coverage.":[98],"Users":[99],"cannot":[100],"rely":[101],"network,":[105],"but":[106],"multi-market":[108,126,193],"allow":[112],"trading":[114,127],"different":[116],"groups.":[117],"Thus,":[118],"this":[120],"paper,":[121],"propose":[123],"novel":[125],"(MMT)":[128],"framework":[129,135,179],"address":[131],"these":[132],"shortcomings.":[133],"combines":[136],"double":[138],"auction":[139],"at":[140],"each":[141],"group":[142],"selection":[146],"game":[147],"enable":[149],"participle":[154],"auctions":[157],"analyze":[159],"behavior":[161],"choosing":[163],"markets.":[164],"Through":[165],"extensive":[166],"simulations":[167],"using":[168],"real-world":[169],"datasets":[170],"vehicular":[172],"networks,":[173],"show":[175],"proposed":[178],"improve":[181],"social":[183],"welfare":[184],"by":[185],"14.45%":[186],"36.74%,":[188],"respectively,":[189],"compared":[190],"with":[191],"classic":[192],"models.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
