{"id":"https://openalex.org/W4414209949","doi":"https://doi.org/10.1145/3731545.3735119","title":"Adaptive GPU Power Capping: Balancing Energy Efficiency,Thermal Control and Performance","display_name":"Adaptive GPU Power Capping: Balancing Energy Efficiency,Thermal Control and Performance","publication_year":2025,"publication_date":"2025-07-20","ids":{"openalex":"https://openalex.org/W4414209949","doi":"https://doi.org/10.1145/3731545.3735119"},"language":"en","primary_location":{"id":"doi:10.1145/3731545.3735119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731545.3735119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing","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/A5072902993","display_name":"T. Desai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Tanish Desai","raw_affiliation_strings":["BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India"],"raw_orcid":"https://orcid.org/0009-0005-9939-9166","affiliations":[{"raw_affiliation_string":"BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000233888","display_name":"Jainam Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jainam Shah","raw_affiliation_strings":["BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India"],"raw_orcid":"https://orcid.org/0009-0005-7381-6830","affiliations":[{"raw_affiliation_string":"BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054878944","display_name":"Gargi Alavani","orcid":"https://orcid.org/0000-0003-2758-4694"},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gargi Alavani","raw_affiliation_strings":["BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India"],"raw_orcid":"https://orcid.org/0000-0003-2758-4694","affiliations":[{"raw_affiliation_string":"BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066292961","display_name":"Snehanshu Saha","orcid":"https://orcid.org/0000-0002-8458-604X"},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Snehanshu Saha","raw_affiliation_strings":["BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India"],"raw_orcid":"https://orcid.org/0000-0002-8458-604X","affiliations":[{"raw_affiliation_string":"BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005045185","display_name":"Santonu Sarkar","orcid":"https://orcid.org/0000-0001-9470-7012"},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santonu Sarkar","raw_affiliation_strings":["BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India"],"raw_orcid":"https://orcid.org/0000-0001-9470-7012","affiliations":[{"raw_affiliation_string":"BITS Pilani K K Birla Goa Campus, Sancoale, Goa, India","institution_ids":["https://openalex.org/I4210148827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072902993"],"corresponding_institution_ids":["https://openalex.org/I4210148827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25696658,"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":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9970999956130981,"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/T12238","display_name":"Green IT and Sustainability","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.623199999332428},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6201000213623047},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6140000224113464},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5357999801635742},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4927000105381012},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.48840001225471497},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4458000063896179},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.42410001158714294},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.3815999925136566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7870000004768372},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.623199999332428},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6201000213623047},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6140000224113464},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5357999801635742},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.48840001225471497},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4458000063896179},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39430001378059387},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.3815999925136566},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.3684999942779541},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.36550000309944153},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.32670000195503235},{"id":"https://openalex.org/C2982926626","wikidata":"https://www.wikidata.org/wiki/Q1962383","display_name":"Sustainable energy","level":3,"score":0.30649998784065247},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.2930000126361847},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.28769999742507935},{"id":"https://openalex.org/C118993495","wikidata":"https://www.wikidata.org/wiki/Q5042828","display_name":"Electrical efficiency","level":3,"score":0.2863999903202057},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27790001034736633},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26899999380111694},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.266400009393692},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.26579999923706055},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3731545.3735119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731545.3735119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2092725020","https://openalex.org/W3204198940","https://openalex.org/W4287889735","https://openalex.org/W4388041083","https://openalex.org/W4406894928"],"related_works":[],"abstract_inverted_index":{"As":[0],"GPUs":[1,35],"become":[2],"increasingly":[3],"popular":[4],"in":[5,106,124],"commodity":[6],"hardware":[7],"as":[8,10],"well":[9],"High":[11],"Performance":[12],"Computing(HPC)":[13],"systems,":[14,126],"the":[15,26,30,61,112,128],"need":[16],"for":[17,34,130],"sustainable":[18,132],"computing":[19,133],"is":[20],"more":[21,131],"critical.":[22],"This":[23],"work":[24],"addresses":[25],"challenge":[27],"of":[28,91,98,114],"identifying":[29],"optimal":[31,62],"operating":[32],"power":[33,64],"to":[36,59,117],"minimize":[37],"energy":[38,89,119],"consumption":[39],"and":[40,76,94,121],"operational":[41],"temperature":[42,96],"while":[43],"incurring":[44],"only":[45,102],"minimal":[46],"performance":[47],"overhead.":[48],"We":[49],"propose":[50],"a":[51,87,95,103],"machine":[52],"learning-based":[53],"solution":[54],"that":[55,82],"leverages":[56],"tree-based":[57],"models":[58],"predict":[60],"GPU":[63,71],"cap":[65],"using":[66],"key":[67],"system":[68],"parameters,":[69],"including":[70],"utilization,":[72,74],"Memory":[73],"Temperature,":[75],"Frequency.":[77],"Our":[78],"experimental":[79],"results":[80],"demonstrate":[81],"our":[83,115],"model":[84],"can":[85],"achieve":[86],"maximum":[88],"saving":[90],"12.":[92],"87%":[93],"reduction":[97],"11.":[99],"38%,":[100],"with":[101],"2.69%":[104],"increase":[105],"execution":[107],"time.":[108],"These":[109],"findings":[110],"highlight":[111],"potential":[113],"approach":[116],"enhance":[118],"efficiency":[120],"thermal":[122],"management":[123],"GPU-based":[125],"paving":[127],"way":[129],"practices.":[134]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}