{"id":"https://openalex.org/W2079108425","doi":"https://doi.org/10.1145/2751496.2751502","title":"Towards Accurate GPU Power Modeling for Smartphones","display_name":"Towards Accurate GPU Power Modeling for Smartphones","publication_year":2015,"publication_date":"2015-05-11","ids":{"openalex":"https://openalex.org/W2079108425","doi":"https://doi.org/10.1145/2751496.2751502","mag":"2079108425"},"language":"en","primary_location":{"id":"doi:10.1145/2751496.2751502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2751496.2751502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Mobile Gaming","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/A5112894477","display_name":"Tianxing Jin","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":"Tianxing Jin","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","[Shanghai Jiao Tong University, Shanghai, China]"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"[Shanghai Jiao Tong University, Shanghai, China]","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109395825","display_name":"Songtao He","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songtao He","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China",", University of Science and Technology of China, Hefei, China#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":", University of Science and Technology of China, Hefei, China#TAB#","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102880548","display_name":"Yunxin Liu","orcid":"https://orcid.org/0000-0001-7352-8955"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxin Liu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112894477"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.7756,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8649542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9847000241279602,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9828000068664551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8799761533737183},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.6399907469749451},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.54750657081604},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.47363486886024475},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4689556956291199},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.4461115300655365},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4311579763889313},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.41530150175094604},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37346428632736206},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35166803002357483},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2877453565597534},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.18209430575370789},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1641763150691986},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12657326459884644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8799761533737183},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6399907469749451},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.54750657081604},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.47363486886024475},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4689556956291199},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.4461115300655365},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4311579763889313},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.41530150175094604},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37346428632736206},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35166803002357483},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2877453565597534},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.18209430575370789},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1641763150691986},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12657326459884644},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2751496.2751502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2751496.2751502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Mobile Gaming","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":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1577404640","https://openalex.org/W1699433063","https://openalex.org/W1965980797","https://openalex.org/W1978969737","https://openalex.org/W1987950685","https://openalex.org/W2033597569","https://openalex.org/W2107644726","https://openalex.org/W2136334324","https://openalex.org/W2164360006","https://openalex.org/W2166760478","https://openalex.org/W2554125638","https://openalex.org/W6600258949"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W3104348697"],"abstract_inverted_index":{"With":[0],"the":[1,21,76,96,102,165],"increasingly":[2],"high":[3,67],"power":[4,11,22,31,43,92,106,124],"consumption":[5],"of":[6,24,58,83,91,104],"smartphone":[7],"GPUs,":[8],"accurate":[9],"GPU":[10,30,38,42,51,61,84,98,105,123,134],"modeling":[12,122,167],"is":[13,79,160],"desirable":[14],"for":[15,33,136],"mobile":[16,60,146],"game":[17,26],"developers":[18],"to":[19,40,54,110,129,153,162,171],"optimize":[20],"performance":[23],"their":[25],"code.":[27],"However,":[28],"existing":[29,154],"models":[32],"smartphones":[34,138],"simply":[35],"use":[36],"only":[37],"utilization":[39,52],"estimate":[41],"consumption.":[44,125],"In":[45],"this":[46],"paper,":[47],"we":[48,108],"observe":[49],"that":[50,75,80,151],"fails":[53],"capture":[55],"real":[56],"usage":[57],"modern":[59,71],"hardware":[62],"and":[63,118,139,145],"thus":[64],"has":[65],"a":[66,132],"estimation":[68],"error":[69,168],"on":[70],"smartphones.":[72],"We":[73,126],"discover":[74],"root":[77],"cause":[78],"different":[81,89],"types":[82],"operations":[85],"may":[86],"consume":[87],"very":[88],"amount":[90],"even":[93],"they":[94],"have":[95],"same":[97],"utilization.":[99],"To":[100],"improve":[101],"accuracy":[103],"modeling,":[107],"propose":[109],"consider":[111],"more":[112],"fine-grained":[113],"predicators,":[114],"including":[115],"vertex-processing":[116],"load":[117],"pixel-processing":[119],"load,":[120],"in":[121],"report":[127],"how":[128],"build":[130],"such":[131],"new":[133,158],"model":[135,159],"commercial":[137],"evaluate":[140],"it":[141],"using":[142],"various":[143],"benchmarks":[144],"games.":[147],"Experimental":[148],"results":[149],"show":[150],"compared":[152],"utilization-based":[155],"model,":[156],"our":[157],"able":[161],"significantly":[163],"reduce":[164],"maximum":[166],"from":[169],"14.8%":[170],"6.5%.":[172]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
