{"id":"https://openalex.org/W4408258337","doi":"https://doi.org/10.1109/tencon61640.2024.10902794","title":"A ResNet-Based DVFS Regulator for Heterogeneous Multi-Core Mobile Processors","display_name":"A ResNet-Based DVFS Regulator for Heterogeneous Multi-Core Mobile Processors","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4408258337","doi":"https://doi.org/10.1109/tencon61640.2024.10902794"},"language":"en","primary_location":{"id":"doi:10.1109/tencon61640.2024.10902794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon61640.2024.10902794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)","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/A5055685779","display_name":"Shibo Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shibo Hu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089442753","display_name":"Xinzi Xu","orcid":"https://orcid.org/0000-0001-5869-1631"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzi Xu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071034193","display_name":"Yuze Chen","orcid":"https://orcid.org/0000-0001-8504-1458"},"institutions":[{"id":"https://openalex.org/I862669128","display_name":"Xiaomi (China)","ror":"https://ror.org/029f7bn57","country_code":"CN","type":"company","lineage":["https://openalex.org/I862669128"]},{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuze Chen","raw_affiliation_strings":["Beijing Xiaomi Mobile Software Co., Ltd.,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Xiaomi Mobile Software Co., Ltd.,Beijing,China","institution_ids":["https://openalex.org/I180662265","https://openalex.org/I862669128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428475","display_name":"Qin Mao","orcid":"https://orcid.org/0009-0008-6146-7794"},"institutions":[{"id":"https://openalex.org/I862669128","display_name":"Xiaomi (China)","ror":"https://ror.org/029f7bn57","country_code":"CN","type":"company","lineage":["https://openalex.org/I862669128"]},{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muyun Qin","raw_affiliation_strings":["Beijing Xiaomi Mobile Software Co., Ltd.,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Xiaomi Mobile Software Co., Ltd.,Beijing,China","institution_ids":["https://openalex.org/I180662265","https://openalex.org/I862669128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061924587","display_name":"Yong Lian","orcid":"https://orcid.org/0000-0002-5289-5219"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yong Lian","raw_affiliation_strings":["York University,Department of Electrical Engineering and Computer Science,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"York University,Department of Electrical Engineering and Computer Science,Toronto,Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021991838","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0002-4032-8049"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055685779"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29243415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1274","last_page":"1277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9965999722480774,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9944000244140625,"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":0.7007448077201843},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5078564286231995},{"id":"https://openalex.org/keywords/regulator","display_name":"Regulator","score":0.48521068692207336},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3471294045448303},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3345690965652466},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.30971813201904297},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10773760080337524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007448077201843},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5078564286231995},{"id":"https://openalex.org/C6929976","wikidata":"https://www.wikidata.org/wiki/Q3771881","display_name":"Regulator","level":3,"score":0.48521068692207336},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3471294045448303},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3345690965652466},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.30971813201904297},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10773760080337524},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon61640.2024.10902794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon61640.2024.10902794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)","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":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2769858098","https://openalex.org/W2790644963","https://openalex.org/W3046245948","https://openalex.org/W4253251446","https://openalex.org/W4304820069","https://openalex.org/W4383501656","https://openalex.org/W4385245566","https://openalex.org/W4386075023","https://openalex.org/W4388040683","https://openalex.org/W4390968511","https://openalex.org/W4391406935","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2354064740","https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2079303253","https://openalex.org/W2104702637","https://openalex.org/W4248099758","https://openalex.org/W2979015021"],"abstract_inverted_index":{"Dynamic":[0],"voltage":[1],"and":[2,14,30],"frequency":[3],"scaling":[4],"(DVFS)":[5],"is":[6,76],"commonly":[7],"used":[8],"for":[9,78],"the":[10,23,27,37,58,71,74,95,113],"balance":[11],"of":[12,16,39,60,73],"performance":[13,31],"power":[15,29],"mobile":[17],"processors.":[18,41,81],"Conventional":[19],"DVFS":[20,61,67,97,116],"regulators":[21],"take":[22],"processor":[24],"cores":[25],"with":[26,70,112],"same":[28],"weight":[32],"showing":[33],"their":[34],"inability":[35],"in":[36,105,118],"regulation":[38,62],"heterogeneous":[40,79],"This":[42],"paper":[43],"proposes":[44],"a":[45,52,65,89],"core-aware":[46],"frequency-power":[47],"evaluation":[48],"scheme":[49],"that":[50],"utilizes":[51],"multilayer":[53],"perceptron":[54],"(MLP)":[55],"to":[56,102],"assess":[57],"efficacy":[59],"actions.":[63],"Additionally,":[64],"ResNet-based":[66],"regulator,":[68],"trained":[69],"assistance":[72],"MLP,":[75],"developed":[77],"multi-core":[80],"Evaluated":[82],"on":[83],"Xiaomi":[84],"13":[85],"Pro":[86],"powered":[87],"by":[88],"Qualcomm":[90],"Snapdragon":[91],"8":[92],"Gen":[93],"2,":[94],"proposed":[96],"approach":[98],"achieves":[99],"an":[100],"up":[101],"\u00d71.47":[103],"improvement":[104],"FPS":[106],"Performance":[107],"Per":[108],"Watt":[109],"(FPPW)":[110],"compared":[111],"Qualcomm's":[114],"default":[115],"governor":[117],"video":[119],"recording":[120],"scenario.":[121]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}