{"id":"https://openalex.org/W4221135963","doi":"https://doi.org/10.23919/icact53585.2022.9728842","title":"Performance Evaluation of Partial Offloading under Various Scenarios in Mobile Edge Computing","display_name":"Performance Evaluation of Partial Offloading under Various Scenarios in Mobile Edge Computing","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4221135963","doi":"https://doi.org/10.23919/icact53585.2022.9728842"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728842","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728842","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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/A5079072321","display_name":"Seokbeom Oh","orcid":null},"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"]},{"id":"https://openalex.org/I4210086149","display_name":"Standard Bio (Norway)","ror":"https://ror.org/00njcfy31","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210086149"]}],"countries":["KR","NO"],"is_corresponding":true,"raw_author_name":"Seokbeom Oh","raw_affiliation_strings":["Korea University,Program in Converging Technology systems and Standardization,South Korea","Program in Converging Technology systems and Standardization, Korea University, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Program in Converging Technology systems and Standardization,South Korea","institution_ids":["https://openalex.org/I4210086149"]},{"raw_affiliation_string":"Program in Converging Technology systems and Standardization, Korea University, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071797215","display_name":"Soo\u2010Jeong Lee","orcid":"https://orcid.org/0000-0002-6686-355X"},"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"]},{"id":"https://openalex.org/I4210086149","display_name":"Standard Bio (Norway)","ror":"https://ror.org/00njcfy31","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210086149"]}],"countries":["KR","NO"],"is_corresponding":false,"raw_author_name":"Soojeong Lee","raw_affiliation_strings":["Korea University,Program in Converging Technology systems and Standardization,South Korea","Program in Converging Technology systems and Standardization, Korea University, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Program in Converging Technology systems and Standardization,South Korea","institution_ids":["https://openalex.org/I4210086149"]},{"raw_affiliation_string":"Program in Converging Technology systems and Standardization, Korea University, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717144","display_name":"Yong-Geun Hong","orcid":"https://orcid.org/0000-0003-2974-3820"},"institutions":[{"id":"https://openalex.org/I119522612","display_name":"Daejeon University","ror":"https://ror.org/02eqchk86","country_code":"KR","type":"education","lineage":["https://openalex.org/I119522612"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Geun Hong","raw_affiliation_strings":["Daejeon University,Department of Artificial Intelligence &#x0026; Convergence,South Korea"],"affiliations":[{"raw_affiliation_string":"Daejeon University,Department of Artificial Intelligence &#x0026; Convergence,South Korea","institution_ids":["https://openalex.org/I119522612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065104133","display_name":"Gyuyeol Kong","orcid":"https://orcid.org/0000-0002-6490-0281"},"institutions":[{"id":"https://openalex.org/I2800080930","display_name":"Chongshin University","ror":"https://ror.org/026qx6917","country_code":"KR","type":"education","lineage":["https://openalex.org/I2800080930"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyuyeol Kong","raw_affiliation_strings":["Institute for Hokmah General Education, Chongshin University,South Korea","Institute for Hokmah General Education, Chongshin University, South Korea"],"affiliations":[{"raw_affiliation_string":"Institute for Hokmah General Education, Chongshin University,South Korea","institution_ids":["https://openalex.org/I2800080930"]},{"raw_affiliation_string":"Institute for Hokmah General Education, Chongshin University, South Korea","institution_ids":["https://openalex.org/I2800080930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053478256","display_name":"Hyun-Kook Kahng","orcid":null},"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":"Hyun-Kook Kahng","raw_affiliation_strings":["Korea University,Department of Electronics and Information Engineering,South Korea","Department of Electronics and Information Engineering, Korea University, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Department of Electronics and Information Engineering,South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Electronics and Information Engineering, Korea University, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079072321"],"corresponding_institution_ids":["https://openalex.org/I197347611","https://openalex.org/I4210086149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01738042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9742000102996826,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7444482445716858},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5242108106613159},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5092512369155884},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5062329173088074},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5039910674095154},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2846781611442566},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10054787993431091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7444482445716858},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5242108106613159},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5092512369155884},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5062329173088074},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5039910674095154},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2846781611442566},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10054787993431091}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728842","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728842","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334879","display_name":"Korea Evaluation Institute of Industrial Technology","ror":"https://ror.org/03z9cwa38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3028659156","https://openalex.org/W3119095582","https://openalex.org/W3132681803","https://openalex.org/W3137932838","https://openalex.org/W3144235125","https://openalex.org/W3150543739","https://openalex.org/W3164514293"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W2914646191","https://openalex.org/W3174690704","https://openalex.org/W4386004629","https://openalex.org/W2968424451","https://openalex.org/W4221092438"],"abstract_inverted_index":{"The":[0,32,92,117],"problem":[1],"of":[2,36,47,63,78,82,94],"offloading":[3,21,53,66,143,160],"policy":[4],"is":[5,58],"addressed":[6],"for":[7,60,128,142,157],"mobile":[8],"edge":[9],"computing":[10],"(MEC)":[11],"in":[12,100,161],"this":[13],"paper.":[14],"We":[15],"proposed":[16,33,96,147],"a":[17,48],"deep":[18,38],"learning-based":[19],"partial":[20],"method":[22,34,97,148],"to":[23,42,87],"reduce":[24],"user":[25],"equipment\u2019s":[26],"energy":[27],"consumption":[28],"and":[29,51,65,111,113,133,153,159],"service":[30],"delay.":[31],"consists":[35],"two":[37],"neural":[39],"networks":[40],"(DNNs)":[41],"find":[43],"the":[44,61,71,76,83,89,95,124,146],"best":[45],"partitioning":[46,64,69,129,158],"single":[49],"task":[50,79,85],"their":[52],"policy,":[54],"respectively.":[55,164],"Multiclass":[56],"classification":[57,90,126,140,155],"used":[59],"selection":[62,130],"policies.":[67],"For":[68],"selection,":[70],"DNN":[72],"was":[73,98],"learned":[74],"through":[75],"ratio":[77],"size":[80,86],"instead":[81],"actual":[84],"improve":[88],"accuracy.":[91],"performance":[93,127,141],"evaluated":[99],"three":[101,136],"scenarios":[102,137],"which":[103],"are":[104],"delay-critical":[105],"model":[106,109,115],"(DCM),":[107],"energy-critical":[108,114],"(ECM),":[110],"delay":[112],"(DECM).":[116],"simulation":[118],"results":[119],"show":[120],"that":[121],"ECM":[122],"has":[123,149],"worse":[125],"than":[131,151],"DCM":[132],"DECM,":[134],"while":[135],"have":[138],"similar":[139],"selection.":[144],"Additionally,":[145],"more":[150],"77%":[152],"89%":[154],"performances":[156],"various":[162],"scenarios,":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
