{"id":"https://openalex.org/W2138082479","doi":"https://doi.org/10.1109/ispass.2009.4919634","title":"User- and process-driven dynamic voltage and frequency scaling","display_name":"User- and process-driven dynamic voltage and frequency scaling","publication_year":2009,"publication_date":"2009-04-01","ids":{"openalex":"https://openalex.org/W2138082479","doi":"https://doi.org/10.1109/ispass.2009.4919634","mag":"2138082479"},"language":"en","primary_location":{"id":"doi:10.1109/ispass.2009.4919634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispass.2009.4919634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Performance Analysis of Systems and Software","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/A5115601370","display_name":"Bin Lin","orcid":"https://orcid.org/0000-0003-0931-1393"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bin Lin","raw_affiliation_strings":["Department of EECS, Northwestern University, USA","[Department of EECS, Northwestern University, USA]"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"[Department of EECS, Northwestern University, USA]","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111610998","display_name":"Arindam Mallik","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arindam Mallik","raw_affiliation_strings":["Department of EECS, Northwestern University, USA","[Department of EECS, Northwestern University, USA]"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"[Department of EECS, Northwestern University, USA]","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077304920","display_name":"Peter A. Dinda","orcid":"https://orcid.org/0000-0001-5315-5987"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Dinda","raw_affiliation_strings":["Department of EECS, Northwestern University, USA","[Department of EECS, Northwestern University, USA]"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"[Department of EECS, Northwestern University, USA]","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076815775","display_name":"Gokhan Memik","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gokhan Memik","raw_affiliation_strings":["Department of EECS, Northwestern University, USA","[Department of EECS, Northwestern University, USA]"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"[Department of EECS, Northwestern University, USA]","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068224304","display_name":"Robert P. Dick","orcid":"https://orcid.org/0000-0001-5428-9530"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Dick","raw_affiliation_strings":["Department of EECS, Northwestern University, USA","[Department of EECS, Northwestern University, USA]"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"[Department of EECS, Northwestern University, USA]","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5115601370"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":3.4809,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93075395,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"22"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983000159263611,"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/T12238","display_name":"Green IT and Sustainability","score":0.9980000257492065,"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/frequency-scaling","display_name":"Frequency scaling","score":0.846153974533081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6130238771438599},{"id":"https://openalex.org/keywords/pentium","display_name":"Pentium","score":0.4967499375343323},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4347947835922241},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.41653889417648315},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.41607749462127686},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3705752491950989},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3251027464866638},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.22136583924293518},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17384853959083557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12090224027633667},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08017545938491821}],"concepts":[{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.846153974533081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6130238771438599},{"id":"https://openalex.org/C46268123","wikidata":"https://www.wikidata.org/wiki/Q214314","display_name":"Pentium","level":2,"score":0.4967499375343323},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4347947835922241},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.41653889417648315},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.41607749462127686},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3705752491950989},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3251027464866638},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.22136583924293518},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17384853959083557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12090224027633667},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08017545938491821},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ispass.2009.4919634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispass.2009.4919634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Performance Analysis of Systems and Software","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.151.8507","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.8507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.northwestern.edu/~pdinda/Papers/ispass09.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.505.5226","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.505.5226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ziyang.eecs.umich.edu/~dickrp/publications/lin09apr.pdf","raw_type":"text"},{"id":"pmh:oai:hub.hku.hk:10722/90867","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/90867","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W118540524","https://openalex.org/W1490432854","https://openalex.org/W1528512235","https://openalex.org/W1576861458","https://openalex.org/W2011902742","https://openalex.org/W2014923756","https://openalex.org/W2021512083","https://openalex.org/W2024590918","https://openalex.org/W2028017623","https://openalex.org/W2072489877","https://openalex.org/W2098228187","https://openalex.org/W2099760741","https://openalex.org/W2100495723","https://openalex.org/W2104308249","https://openalex.org/W2104677471","https://openalex.org/W2110408023","https://openalex.org/W2112137708","https://openalex.org/W2112495447","https://openalex.org/W2115412309","https://openalex.org/W2116038473","https://openalex.org/W2116785402","https://openalex.org/W2117463211","https://openalex.org/W2117648153","https://openalex.org/W2118052934","https://openalex.org/W2128052959","https://openalex.org/W2141721356","https://openalex.org/W2145112579","https://openalex.org/W2152165066","https://openalex.org/W2153548512","https://openalex.org/W2162405374","https://openalex.org/W2165071510","https://openalex.org/W2165372308","https://openalex.org/W2288382473","https://openalex.org/W3150228538","https://openalex.org/W3151080728","https://openalex.org/W3158390849","https://openalex.org/W4231523873","https://openalex.org/W4238786297","https://openalex.org/W4239779753","https://openalex.org/W4240567521","https://openalex.org/W4240923258","https://openalex.org/W4247894786","https://openalex.org/W6629171557","https://openalex.org/W6677365932","https://openalex.org/W6682564325","https://openalex.org/W6794732118"],"related_works":["https://openalex.org/W1967088250","https://openalex.org/W2144034023","https://openalex.org/W2167717279","https://openalex.org/W4245552802","https://openalex.org/W2135721350","https://openalex.org/W2036903086","https://openalex.org/W4287778142","https://openalex.org/W3025960525","https://openalex.org/W4238485050","https://openalex.org/W2134782496"],"abstract_inverted_index":{"We":[0,114,133],"describe":[1],"and":[2,19,27,55,87,102,119,139,148,168],"evaluate":[3,115,189],"two":[4],"new,":[5],"independently-applicable":[6],"power":[7,11,138,156,197,223],"reduction":[8,141,208],"techniques":[9,117],"for":[10,111],"management":[12],"on":[13,75,125,226],"processors":[14],"that":[15,40],"support":[16],"dynamic":[17,196,222],"voltage":[18,29,44,64],"frequency":[20,24,54,82],"scaling":[21,25,30],"(DVFS):":[22],"user-driven":[23],"(UDFS)":[26],"process-driven":[28],"(PDVS).":[31],"In":[32,211],"PDVS,":[33,160,202],"a":[34,58,108,126,206,212],"CPU-customized":[35],"profile":[36],"is":[37,181],"derived":[38],"offline":[39],"encodes":[41],"the":[42,63,66,76,84,88,135,149,179,190,215,220],"minimum":[43,68],"needed":[45],"to":[46,83,171,188],"achieve":[47],"stability":[48],"at":[49,107],"each":[50,112],"combination":[51],"of":[52,178,199,209],"CPU":[53,81,180,191,195,221],"temperature.":[56],"On":[57],"typical":[59,99],"processor,":[60],"PDVS":[61,147],"reduces":[62,153,219],"below":[65],"worst-case":[67],"operating":[69,100],"voltages":[70,103],"given":[71],"in":[72],"datasheets.":[73],"UDFS,":[74],"other":[77],"hand,":[78],"dynamically":[79],"adapts":[80],"individual":[85],"user":[86,92,122],"workload":[89],"through":[90,121],"direct":[91],"feedback.":[93],"Our":[94],"UDFS":[95,151],"algorithms":[96],"dramatically":[97],"reduce":[98],"frequencies":[101],"while":[104],"maintaining":[105],"performance":[106],"satisfactory":[109],"level":[110],"user.":[113],"our":[116,144,166],"independently":[118],"together":[120],"studies":[123],"conducted":[124],"Pentium":[127],"M":[128],"laptop":[129],"running":[130],"Windows":[131,172],"applications.":[132],"measure":[134],"overall":[136],"system":[137,155],"temperature":[140,177],"achieved":[142],"by":[143,157,183,224],"methods.":[145],"Combining":[146],"best":[150],"scheme":[152],"measured":[154],"49.9%":[158],"(27.8%":[159],"22.1%":[161],"UDFS),":[162,204],"averaged":[163],"across":[164],"all":[165],"users":[167],"applications,":[169],"compared":[170],"XP":[173],"DVFS.":[174],"The":[175],"average":[176,194],"decreased":[182],"13.2degC.":[184],"User":[185],"trace-driven":[186],"simulation":[187],"only":[192],"indicates":[193],"savings":[198],"57.3%":[200],"(32.4%":[201],"24.9%":[203],"with":[205],"maximum":[207],"83.4%.":[210],"multitasking":[213],"environment,":[214],"same":[216],"UDFS+PDVS":[217],"technique":[218],"75.7%":[225],"average.":[227]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
