{"id":"https://openalex.org/W2799069368","doi":"https://doi.org/10.1145/3183713.3196901","title":"Workload-Aware CPU Performance Scaling for Transactional Database Systems","display_name":"Workload-Aware CPU Performance Scaling for Transactional Database Systems","publication_year":2018,"publication_date":"2018-05-25","ids":{"openalex":"https://openalex.org/W2799069368","doi":"https://doi.org/10.1145/3183713.3196901","mag":"2799069368"},"language":"en","primary_location":{"id":"doi:10.1145/3183713.3196901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183713.3196901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Management of Data","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/A5023050470","display_name":"Mustafa Korkmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mustafa Korkmaz","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022310571","display_name":"Martin Karsten","orcid":"https://orcid.org/0009-0009-9389-8510"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Karsten","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035977189","display_name":"Kenneth Salem","orcid":"https://orcid.org/0000-0003-0409-9725"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kenneth Salem","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023876520","display_name":"Semih Saliho\u011flu","orcid":"https://orcid.org/0000-0002-8112-4501"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Semih Salihoglu","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023050470"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":5.3228,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.95910341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9993000030517578,"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":0.9987999796867371,"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":0.8267219066619873},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.814568042755127},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.7841126322746277},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6090998649597168},{"id":"https://openalex.org/keywords/transaction-processing","display_name":"Transaction processing","score":0.5503845810890198},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5416877269744873},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5089554786682129},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.508721649646759},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3518567681312561},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32403337955474854},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.27134525775909424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8267219066619873},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.814568042755127},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7841126322746277},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6090998649597168},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.5503845810890198},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5416877269744873},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5089554786682129},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.508721649646759},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3518567681312561},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32403337955474854},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.27134525775909424},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3183713.3196901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3183713.3196901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1430107168","https://openalex.org/W1615011765","https://openalex.org/W1967723653","https://openalex.org/W1998663979","https://openalex.org/W2010149990","https://openalex.org/W2017751491","https://openalex.org/W2034919323","https://openalex.org/W2041438374","https://openalex.org/W2048730512","https://openalex.org/W2056391940","https://openalex.org/W2059634925","https://openalex.org/W2072861102","https://openalex.org/W2081728040","https://openalex.org/W2098395496","https://openalex.org/W2099961254","https://openalex.org/W2100346277","https://openalex.org/W2100773341","https://openalex.org/W2104082912","https://openalex.org/W2104993419","https://openalex.org/W2109005078","https://openalex.org/W2109907545","https://openalex.org/W2118651798","https://openalex.org/W2131126403","https://openalex.org/W2134807578","https://openalex.org/W2138779116","https://openalex.org/W2139177908","https://openalex.org/W2141710443","https://openalex.org/W2143522680","https://openalex.org/W2143705506","https://openalex.org/W2152981617","https://openalex.org/W2153819496","https://openalex.org/W2160121678","https://openalex.org/W2170965549","https://openalex.org/W2226422181","https://openalex.org/W2400761516","https://openalex.org/W2411671317","https://openalex.org/W2512094163","https://openalex.org/W2541557612","https://openalex.org/W2597815813","https://openalex.org/W2611739902","https://openalex.org/W3122751795","https://openalex.org/W4254255272"],"related_works":["https://openalex.org/W2363110500","https://openalex.org/W2371295991","https://openalex.org/W2385369652","https://openalex.org/W2143226912","https://openalex.org/W2158759608","https://openalex.org/W2403667029","https://openalex.org/W2387697730","https://openalex.org/W2349862564","https://openalex.org/W2142526524","https://openalex.org/W4250256557"],"abstract_inverted_index":{"Natural":[0],"short":[1],"term":[2],"fluctuations":[3],"in":[4,34,38,85],"the":[5,74,86,91,109,116,123,135,146,172],"load":[6,75],"of":[7,149],"transactional":[8,100,150],"data":[9],"systems":[10,55,102],"present":[11,139],"an":[12],"opportunity":[13],"for":[14,144],"power":[15,49,71,147,168,202],"savings.":[16],"For":[17],"example,":[18],"a":[19,140,177],"system":[20,118],"handling":[21],"1000":[22,32],"requests":[23,33],"per":[24],"second":[25],"on":[26],"average":[27],"can":[28,51,103,185,199],"expect":[29],"more":[30,106,120,126],"than":[31,108,131],"some":[35],"seconds,":[36],"fewer":[37],"others.":[39],"By":[40],"quickly":[41],"adjusting":[42],"processing":[43],"capacity":[44],"to":[45,66,134,166,210],"match":[46],"such":[47],"fluctuations,":[48],"consumption":[50,72,148,169,203],"be":[52],"reduced.":[53],"Many":[54],"do":[56],"this":[57,95],"already,":[58],"using":[59],"dynamic":[60],"voltage":[61],"and":[62,70,125,158,184,192,204],"frequency":[63,83],"scaling":[64],"(DVFS)":[65],"reduce":[67,201,205],"processor":[68,92,156],"performance":[69],"when":[73],"is":[76,79,114,132,165,182],"low.":[77],"DVFS":[78,105,157,212],"typically":[80],"controlled":[81],"by":[82,90],"governors":[84],"operating":[87,111,136],"system,":[88],"or":[89],"itself.":[93],"In":[94],"paper,":[96],"we":[97],"show":[98,196],"that":[99,129,197],"database":[101,117,151,160],"manage":[104],"effectively":[107],"underlying":[110],"system.":[112,137],"This":[113],"because":[115],"has":[119],"information":[121],"about":[122],"workload,":[124,130],"control":[127],"over":[128],"available":[133],"We":[138,195],"technique":[141],"called":[142],"POLARIS":[143,153,181,198],"reducing":[145],"systems.":[152],"directly":[154],"manages":[155],"controls":[159],"transaction":[161],"scheduling.":[162],"Its":[163],"goal":[164],"minimize":[167],"while":[170],"ensuring":[171],"transactions":[173],"are":[174],"completed":[175],"within":[176],"specified":[178],"latency":[179,193,207],"target.":[180],"workload-aware,":[183],"accommodate":[186],"concurrent":[187],"workloads":[188],"with":[189],"different":[190],"characteristics":[191],"budgets.":[194],"simultaneously":[200],"missed":[206],"targets,":[208],"relative":[209],"operating-system-based":[211],"governors.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}