{"id":"https://openalex.org/W7163537272","doi":"https://doi.org/10.23919/date69613.2026.11539170","title":"Exploring Heterogeneity-Aware Optimizations for Resource Efficient Edge Recommendation","display_name":"Exploring Heterogeneity-Aware Optimizations for Resource Efficient Edge Recommendation","publication_year":2026,"publication_date":"2026-04-20","ids":{"openalex":"https://openalex.org/W7163537272","doi":"https://doi.org/10.23919/date69613.2026.11539170"},"language":null,"primary_location":{"id":"doi:10.23919/date69613.2026.11539170","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation &amp;amp; Test in Europe Conference (DATE)","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/A5137848213","display_name":"Yerin Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yerin Lee","raw_affiliation_strings":["Korea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137884634","display_name":"Gyudong Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gyudong Kim","raw_affiliation_strings":["Korea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030815497","display_name":"Eunjin Lee","orcid":"https://orcid.org/0000-0002-4020-9015"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eunjin Lee","raw_affiliation_strings":["Korea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137872417","display_name":"Jeff Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Zhang","raw_affiliation_strings":["Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034823519","display_name":"Young\u2010Ho Gong","orcid":"https://orcid.org/0000-0001-8270-7875"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Ho Gong","raw_affiliation_strings":["Soongsil University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101854550","display_name":"Young Geun Kim","orcid":"https://orcid.org/0000-0003-4713-819X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Young Geun Kim","raw_affiliation_strings":["Korea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137874873","display_name":"Carole-Jean Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carole-Jean Wu","raw_affiliation_strings":["Meta AI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta AI","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"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":0.93124838,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8264999985694885,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8264999985694885,"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"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.03020000085234642,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.008500000461935997,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.37770000100135803},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.33809998631477356},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.2924000024795532},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28529998660087585},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2639000117778778}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6769999861717224},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29679998755455017},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.24660000205039978}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date69613.2026.11539170","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation &amp;amp; Test in Europe Conference (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46484315395355225,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2210543184","https://openalex.org/W2921937102","https://openalex.org/W3042495273"],"related_works":[],"abstract_inverted_index":{"Recommendation":[0],"systems":[1],"are":[2],"widely":[3],"deployed":[4],"on":[5,20,40],"edge":[6,41,61],"devices":[7,42],"to":[8,46],"enable":[9],"personalized":[10],"user":[11],"experience.":[12],"While":[13],"recommendation":[14,38],"inference":[15,39],"has":[16],"traditionally":[17],"been":[18],"performed":[19],"centralized":[21],"servers,":[22],"recent":[23],"advances":[24],"in":[25],"mobile":[26],"SoCs":[27],"have":[28],"motivated":[29],"a":[30],"shift":[31],"toward":[32],"on-device":[33],"execution.":[34],"However,":[35],"achieving":[36],"efficient":[37],"remains":[43],"challenging":[44],"due":[45],"edge-specific":[47],"execution":[48],"characteristics":[49],"and":[50,63],"heterogeneity.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"characterize":[56],"resource":[57],"inefficiencies":[58],"under":[59],"realistic":[60],"constraints":[62],"propose":[64],"optimization":[65],"strategies.":[66]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-06-05T00:00:00"}
