{"id":"https://openalex.org/W3126624072","doi":"https://doi.org/10.1109/icoin50884.2021.9334016","title":"Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach","display_name":"Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3126624072","doi":"https://doi.org/10.1109/icoin50884.2021.9334016","mag":"3126624072"},"language":"en","primary_location":{"id":"doi:10.1109/icoin50884.2021.9334016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9334016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","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/A5056713996","display_name":"Haemin Lee","orcid":"https://orcid.org/0000-0002-3334-2598"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Haemin Lee","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724796","display_name":"Soohyun Park","orcid":"https://orcid.org/0000-0002-6556-9746"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soohyun Park","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349784","display_name":"Junghyun Kim","orcid":"https://orcid.org/0009-0007-0335-7864"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junghyun Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056713996"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":1.2237,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82649116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9948999881744385,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7681511640548706},{"id":"https://openalex.org/keywords/incentive-compatibility","display_name":"Incentive compatibility","score":0.6140326857566833},{"id":"https://openalex.org/keywords/revenue-equivalence","display_name":"Revenue equivalence","score":0.5770878791809082},{"id":"https://openalex.org/keywords/auction-theory","display_name":"Auction theory","score":0.571561336517334},{"id":"https://openalex.org/keywords/auction-algorithm","display_name":"Auction algorithm","score":0.5574442148208618},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5378023982048035},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.45288562774658203},{"id":"https://openalex.org/keywords/rationality","display_name":"Rationality","score":0.45113688707351685},{"id":"https://openalex.org/keywords/double-auction","display_name":"Double auction","score":0.44304710626602173},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4413934051990509},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.42501455545425415},{"id":"https://openalex.org/keywords/vickrey\u2013clarke\u2013groves-auction","display_name":"Vickrey\u2013Clarke\u2013Groves auction","score":0.41730695962905884},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.3670726418495178},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.2817646265029907},{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.26952141523361206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2244940996170044},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.18617135286331177},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.16339251399040222},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09075108170509338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681511640548706},{"id":"https://openalex.org/C91810955","wikidata":"https://www.wikidata.org/wiki/Q7731670","display_name":"Incentive compatibility","level":3,"score":0.6140326857566833},{"id":"https://openalex.org/C143684077","wikidata":"https://www.wikidata.org/wiki/Q431186","display_name":"Revenue equivalence","level":4,"score":0.5770878791809082},{"id":"https://openalex.org/C11276805","wikidata":"https://www.wikidata.org/wiki/Q771334","display_name":"Auction theory","level":3,"score":0.571561336517334},{"id":"https://openalex.org/C74979957","wikidata":"https://www.wikidata.org/wiki/Q4819604","display_name":"Auction algorithm","level":5,"score":0.5574442148208618},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5378023982048035},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.45288562774658203},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.45113688707351685},{"id":"https://openalex.org/C2539976","wikidata":"https://www.wikidata.org/wiki/Q12163285","display_name":"Double auction","level":3,"score":0.44304710626602173},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4413934051990509},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.42501455545425415},{"id":"https://openalex.org/C147220207","wikidata":"https://www.wikidata.org/wiki/Q773073","display_name":"Vickrey\u2013Clarke\u2013Groves auction","level":4,"score":0.41730695962905884},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.3670726418495178},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2817646265029907},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.26952141523361206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2244940996170044},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.18617135286331177},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.16339251399040222},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09075108170509338},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin50884.2021.9334016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9334016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2029050771","https://openalex.org/W2107403260","https://openalex.org/W2119598581","https://openalex.org/W2594560857","https://openalex.org/W2624786321","https://openalex.org/W2919779463","https://openalex.org/W2964247343","https://openalex.org/W3101615319","https://openalex.org/W3106445841","https://openalex.org/W3186341834"],"related_works":["https://openalex.org/W2380567483","https://openalex.org/W2366774954","https://openalex.org/W1867635485","https://openalex.org/W1505710622","https://openalex.org/W2506054879","https://openalex.org/W2045718630","https://openalex.org/W3006015795","https://openalex.org/W2129643338","https://openalex.org/W2741851167","https://openalex.org/W2569537539"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"edge":[4],"computing":[5,35,45],"model":[6,64],"that":[7,26,94],"processes":[8],"machine":[9],"learning":[10],"code":[11,18,54],"offloading":[12,19],"based":[13,52],"on":[14,53],"auction":[15,63,70,97],"mechanisms.":[16],"The":[17,90],"is":[20,27],"required":[21],"to":[22,74],"carry":[23],"out":[24],"training":[25],"processed":[28],"difficult":[29],"for":[30,43],"mobile":[31,40],"devices":[32,41],"with":[33],"limited":[34],"resources.":[36],"In":[37],"this":[38],"system,":[39],"compete":[42],"using":[44],"resource":[46],"units":[47],"by":[48],"submitting":[49],"their":[50],"bids":[51],"complexity":[55],"and":[56,87],"data":[57],"size.":[58],"We":[59],"use":[60],"the":[61,67,76,101,106],"Myerson":[62,96],"which":[65],"uses":[66],"truthful":[68],"second-price":[69],"as":[71],"a":[72],"baseline,":[73],"maximize":[75],"seller's":[77,102],"revenue":[78,103],"while":[79,104],"meeting":[80],"several":[81],"desirable":[82],"properties,":[83],"i.e.,":[84],"individual":[85],"rationality":[86],"incentive":[88],"compatibility.":[89],"simulation":[91],"results":[92],"showed":[93],"our":[95],"method":[98],"overall":[99],"improved":[100],"satisfying":[105],"above":[107],"characteristics.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-08T23:21:52.890332","created_date":"2025-10-10T00:00:00"}
