{"id":"https://openalex.org/W4293901122","doi":"https://doi.org/10.1109/lcn53696.2022.9843405","title":"Incentive-based Resource Allocation for Mobile Edge Learning","display_name":"Incentive-based Resource Allocation for Mobile Edge Learning","publication_year":2022,"publication_date":"2022-08-26","ids":{"openalex":"https://openalex.org/W4293901122","doi":"https://doi.org/10.1109/lcn53696.2022.9843405"},"language":"en","primary_location":{"id":"doi:10.1109/lcn53696.2022.9843405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn53696.2022.9843405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 47th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071601235","display_name":"Mhd Saria Allahham","orcid":"https://orcid.org/0000-0002-3883-2588"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mhd Saria Allahham","raw_affiliation_strings":["Queen’s University,School of Computing,Kingston,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen’s University,School of Computing,Kingston,ON,Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021329808","display_name":"Amr Mohamed","orcid":"https://orcid.org/0000-0002-1583-7503"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Amr Mohamed","raw_affiliation_strings":["Qatar University,College of Engineering,Qatar","College of Engineering, Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,College of Engineering,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"College of Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021196543","display_name":"Hossam S. Hassanein","orcid":"https://orcid.org/0000-0003-0260-8979"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossam Hassanein","raw_affiliation_strings":["Queen’s University,School of Computing,Kingston,ON,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen’s University,School of Computing,Kingston,ON,Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11060683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"157","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9990000128746033,"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/T13553","display_name":"Age of Information Optimization","score":0.9990000128746033,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9988999962806702,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9988999962806702,"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/stackelberg-competition","display_name":"Stackelberg competition","score":0.8423254489898682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7514100670814514},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7282565236091614},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5651466250419617},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5445882678031921},{"id":"https://openalex.org/keywords/game-based-learning","display_name":"Game based learning","score":0.5416238307952881},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5231426954269409},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5187285542488098},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.46673285961151123},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.45396173000335693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34169211983680725},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3166828751564026},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.23989132046699524},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23162037134170532},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1606052815914154}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.8423254489898682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7514100670814514},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7282565236091614},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5651466250419617},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5445882678031921},{"id":"https://openalex.org/C2982948194","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Game based learning","level":2,"score":0.5416238307952881},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5231426954269409},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5187285542488098},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.46673285961151123},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45396173000335693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34169211983680725},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3166828751564026},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.23989132046699524},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23162037134170532},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1606052815914154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcn53696.2022.9843405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn53696.2022.9843405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 47th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/43276","is_oa":false,"landing_page_url":"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85143164526&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2624989916","https://openalex.org/W2750384547","https://openalex.org/W2887817291","https://openalex.org/W2972882814","https://openalex.org/W2978422189","https://openalex.org/W2980713544","https://openalex.org/W2981556215","https://openalex.org/W2987685344","https://openalex.org/W3001299093","https://openalex.org/W3001989995","https://openalex.org/W3012990321","https://openalex.org/W3025029677","https://openalex.org/W3047040053","https://openalex.org/W3186051974","https://openalex.org/W3212036903","https://openalex.org/W4206335711","https://openalex.org/W4250589301","https://openalex.org/W4287663847","https://openalex.org/W4300427714","https://openalex.org/W4301881298","https://openalex.org/W6738383168","https://openalex.org/W6743688258","https://openalex.org/W6784082151"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2153007255","https://openalex.org/W2138781885","https://openalex.org/W2124311718"],"abstract_inverted_index":{"Mobile":[0],"Edge":[1],"Learning":[2,13],"(MEL)":[3],"is":[4],"a":[5,94,100,123,146],"learning":[6,32,43],"paradigm":[7],"that":[8],"facilitates":[9],"training":[10],"of":[11,22,30,72,129],"Machine":[12],"(ML)":[14],"models":[15],"over":[16],"resource-constrained":[17],"edge":[18],"devices.":[19],"MEL":[20],"consists":[21],"an":[23],"orchestrator,":[24],"which":[25,36],"represents":[26],"the":[27,31,38,42,46,54,69,76,79,87,108,115,118,127,139],"model":[28,47,56,86],"owner":[29,48],"task,":[33],"and":[34,61,68,90,98,125,131,142],"learners,":[35],"own":[37],"data":[39,60,130],"locally.":[40],"Enabling":[41],"process":[44],"requires":[45],"to":[49,52,106],"motivate":[50],"learners":[51,119],"train":[53],"ML":[55],"on":[57],"their":[58],"local":[59],"allocate":[62,120],"sufficient":[63],"resources.":[64],"The":[65],"time":[66],"limitations":[67],"possible":[70],"existence":[71],"multiple":[73],"orchestrators":[74,112],"open":[75],"doors":[77],"for":[78,133],"resource":[80,91],"allocation":[81,92],"problem.":[82],"As":[83],"such,":[84],"we":[85,137],"incentive":[88],"mechanism":[89],"as":[93],"multi-round":[95],"Stackelberg":[96],"game,":[97],"propose":[99],"Payment-based":[101],"Time":[102],"Allocation":[103],"(PBTA)":[104],"algorithm":[105],"solve":[107],"game.":[109],"In":[110],"PBTA,":[111],"first":[113],"determine":[114,126],"pricing,":[116],"then":[117],"each":[121,134],"orchestrator":[122],"timeslot":[124],"amount":[128],"resources":[132],"orchestrator.":[135],"Finally,":[136],"evaluate":[138],"PBTA":[140],"performance":[141],"compare":[143],"it":[144],"against":[145],"recent":[147],"state-of-the-art":[148],"approach.":[149]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}