{"id":"https://openalex.org/W7105654164","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228861","title":"Reinforcement Learning-based and Energy Efficiency-aware Power Management for RISC-V Platforms","display_name":"Reinforcement Learning-based and Energy Efficiency-aware Power Management for RISC-V Platforms","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W7105654164","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228861"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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":null,"display_name":"Kaizhong Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaizhong Tan","raw_affiliation_strings":["Nankai University,College of Software,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Nankai University,College of Software,Tianjin,China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qingbo Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108461","display_name":"Kingsoft (China)","ror":"https://ror.org/01stnfn33","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210108461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingbo Wu","raw_affiliation_strings":["KylinSoft Co., Ltd.,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"KylinSoft Co., Ltd.,Tianjin,China","institution_ids":["https://openalex.org/I4210108461"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenzhu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164952","display_name":"Tianjin haihe hospital","ror":"https://ror.org/05m762q77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164952"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhu Wang","raw_affiliation_strings":["Haihe Lab of ITAI,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Haihe Lab of ITAI,Tianjin,China","institution_ids":["https://openalex.org/I4210164952"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jie Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yu","raw_affiliation_strings":["National University of Defense Technology,College of Computer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205237279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60504518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.608299970626831,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.608299970626831,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12238","display_name":"Green IT and Sustainability","score":0.12139999866485596,"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/T14347","display_name":"Big Data and Digital Economy","score":0.05900000035762787,"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/workload","display_name":"Workload","score":0.7260000109672546},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.7153000235557556},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6025999784469604},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5813000202178955},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5619000196456909},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5540000200271606},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5087000131607056},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.47999998927116394},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4535999894142151}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7260000109672546},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.7153000235557556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675999760627747},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6025999784469604},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5813000202178955},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5649999976158142},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5619000196456909},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5540000200271606},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5087000131607056},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.47999998927116394},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42419999837875366},{"id":"https://openalex.org/C25915539","wikidata":"https://www.wikidata.org/wiki/Q220786","display_name":"Automatic frequency control","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.39430001378059387},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.3643999993801117},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.34389999508857727},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3433000147342682},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3287000060081482},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3133000135421753},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3109000027179718},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2741999924182892},{"id":"https://openalex.org/C114834414","wikidata":"https://www.wikidata.org/wiki/Q15477170","display_name":"Thermal management of electronic devices and systems","level":2,"score":0.2711000144481659},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26910001039505005},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.26579999923706055},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9015340209007263,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2029430245","https://openalex.org/W2073600756","https://openalex.org/W2145339207","https://openalex.org/W2151587416","https://openalex.org/W2165726932","https://openalex.org/W2259595552","https://openalex.org/W2750098923","https://openalex.org/W2787646714","https://openalex.org/W2902340222","https://openalex.org/W2950297857","https://openalex.org/W2990628747","https://openalex.org/W3043023258","https://openalex.org/W3046245948","https://openalex.org/W3154807499","https://openalex.org/W3174119208","https://openalex.org/W3208223775","https://openalex.org/W4232751114","https://openalex.org/W4321381226","https://openalex.org/W4383704293","https://openalex.org/W4385585435","https://openalex.org/W4394000379","https://openalex.org/W4401879237","https://openalex.org/W4403211809"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,9,31,61,69,72,90,103,107],"growing":[2],"computational":[3],"power":[4,17,24,57,82,117],"of":[5,13,33,71,93],"RISC-V":[6,62,113],"platforms":[7],"and":[8,26,38,44,75,83,119],"increasing":[10],"performance":[11],"demands":[12],"application":[14],"tasks,":[15],"efficient":[16],"management":[18,58],"strategies":[19],"are":[20],"essential":[21],"to":[22,80],"reduce":[23],"consumption":[25],"control":[27],"heat":[28],"generation.":[29],"As":[30],"implementation":[32],"conventional":[34],"DVFS":[35],"(dynamic":[36],"voltage":[37],"frequency":[39,79],"scaling)":[40],"remains":[41],"largely":[42],"confined":[43],"becomes":[45],"suboptimal":[46],"for":[47,60],"diverse":[48],"runtime":[49],"workloads,":[50],"this":[51],"paper":[52],"proposes":[53],"a":[54],"reinforcement":[55],"learning-based":[56],"strategy":[59,67],"platform,":[63],"called":[64],"LPM4RV.":[65],"This":[66],"learns":[68],"characteristics":[70],"device\u2019s":[73],"workload":[74],"dynamically":[76],"adjusts":[77],"processor":[78],"conserve":[81],"manage":[84],"temperature":[85],"during":[86],"task":[87],"execution,":[88],"ensuring":[89],"required":[91],"Quality":[92],"Service":[94],"while":[95],"improving":[96],"energy":[97,123],"efficiency.":[98,124],"Our":[99],"experiments":[100],"verify":[101],"that":[102],"proposed":[104],"method":[105],"outperforms":[106],"latest":[108],"governors":[109],"used":[110],"on":[111],"existing":[112],"platforms,":[114],"achieving":[115],"significant":[116],"savings":[118],"notable":[120],"improvements":[121],"in":[122]},"counts_by_year":[],"updated_date":"2025-11-15T23:13:30.683059","created_date":"2025-11-14T00:00:00"}