{"id":"https://openalex.org/W4388661790","doi":"https://doi.org/10.1145/3581784.3607091","title":"DPS: Adaptive Power Management for Overprovisioned Systems","display_name":"DPS: Adaptive Power Management for Overprovisioned Systems","publication_year":2023,"publication_date":"2023-11-11","ids":{"openalex":"https://openalex.org/W4388661790","doi":"https://doi.org/10.1145/3581784.3607091"},"language":"en","primary_location":{"id":"doi:10.1145/3581784.3607091","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607091","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607091","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607091","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080788209","display_name":"Jianru Ding","orcid":"https://orcid.org/0009-0007-5282-1379"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jianru Ding","raw_affiliation_strings":["University of Chicago, Chicago, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, United States of America","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080833704","display_name":"Henry Hoffmann","orcid":"https://orcid.org/0000-0003-0816-8150"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Hoffmann","raw_affiliation_strings":["University of Chicago, Chicago, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, United States of America","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080788209"],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":2.265,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90741164,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"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":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stateless-protocol","display_name":"Stateless protocol","score":0.8703451156616211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7356646656990051},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5794543027877808},{"id":"https://openalex.org/keywords/power-budget","display_name":"Power budget","score":0.5653606057167053},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5285512208938599},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5257034301757812},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5133916139602661},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.4955652952194214},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.47801220417022705},{"id":"https://openalex.org/keywords/performance-management","display_name":"Performance management","score":0.47105881571769714},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.4279254376888275},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.34308719635009766},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.2664247751235962},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20401987433433533},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13911256194114685}],"concepts":[{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.8703451156616211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7356646656990051},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5794543027877808},{"id":"https://openalex.org/C149768029","wikidata":"https://www.wikidata.org/wiki/Q1509342","display_name":"Power budget","level":4,"score":0.5653606057167053},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5285512208938599},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5257034301757812},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5133916139602661},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.4955652952194214},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.47801220417022705},{"id":"https://openalex.org/C12532035","wikidata":"https://www.wikidata.org/wiki/Q1399956","display_name":"Performance management","level":2,"score":0.47105881571769714},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.4279254376888275},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.34308719635009766},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2664247751235962},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20401987433433533},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13911256194114685},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581784.3607091","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607091","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607091","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3581784.3607091","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581784.3607091","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581784.3607091","source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3118918149","display_name":null,"funder_award_id":"CCF-2119184","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4010870868","display_name":null,"funder_award_id":"CNS-176403","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5687499714","display_name":null,"funder_award_id":"W911NF22C0082","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5836735981","display_name":null,"funder_award_id":"CCF-1822949","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5889228478","display_name":"CSR: Medium: Understanding and Automatically Adjusting Performance Sensitive Software Configurations","funder_award_id":"1764039","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5921281487","display_name":null,"funder_award_id":"number","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6562855419","display_name":null,"funder_award_id":"CNS-1764039","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6637294948","display_name":"SPX: Collaborative Research: Rethinking Data Center Abstractions Utilizing Warehouse-Scale Shared Memory","funder_award_id":"1822949","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7593491178","display_name":null,"funder_award_id":"2119184","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320312530","display_name":"Office of the Director of National Intelligence","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320333051","display_name":"Intelligence Advanced Research Projects Activity","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388661790.pdf","grobid_xml":"https://content.openalex.org/works/W4388661790.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1844151719","https://openalex.org/W1973923004","https://openalex.org/W1977661221","https://openalex.org/W2003490138","https://openalex.org/W2010082999","https://openalex.org/W2019675177","https://openalex.org/W2060153209","https://openalex.org/W2080663940","https://openalex.org/W2086036443","https://openalex.org/W2089102058","https://openalex.org/W2098395496","https://openalex.org/W2100948980","https://openalex.org/W2108213917","https://openalex.org/W2119661598","https://openalex.org/W2121048281","https://openalex.org/W2123664494","https://openalex.org/W2124853018","https://openalex.org/W2134807578","https://openalex.org/W2143011780","https://openalex.org/W2159175944","https://openalex.org/W2177027271","https://openalex.org/W2486347523","https://openalex.org/W2487110705","https://openalex.org/W2518008961","https://openalex.org/W2609332365","https://openalex.org/W2725429285","https://openalex.org/W2734941459","https://openalex.org/W2765793322","https://openalex.org/W2793320545","https://openalex.org/W2808646988","https://openalex.org/W2886890458","https://openalex.org/W2914209329","https://openalex.org/W2972900649","https://openalex.org/W2987450657","https://openalex.org/W3010927549","https://openalex.org/W3019657267","https://openalex.org/W3043301038","https://openalex.org/W3096250259","https://openalex.org/W3129568573","https://openalex.org/W3156426083","https://openalex.org/W4214699079","https://openalex.org/W4234009576","https://openalex.org/W4247231796","https://openalex.org/W4247589477","https://openalex.org/W4320067865"],"related_works":["https://openalex.org/W2372330490","https://openalex.org/W2111863355","https://openalex.org/W3144941633","https://openalex.org/W1642255152","https://openalex.org/W2267837734","https://openalex.org/W2532155615","https://openalex.org/W2095600025","https://openalex.org/W2980407768","https://openalex.org/W2116972085","https://openalex.org/W2610616501"],"abstract_inverted_index":{"Maximizing":[0],"performance":[1,40,135,149],"under":[2,41],"a":[3,42,82,89,94,114,155],"power":[4,18,43,104,127,141],"budget":[5,44],"is":[6,129,143],"essential":[7],"for":[8],"HPC":[9,121],"systems":[10],"and":[11,30,56,68,110,120],"has":[12],"inspired":[13],"the":[14,50,53,57,100],"development":[15],"of":[16,52,97,102],"many":[17],"management":[19],"frameworks.":[20],"These":[21],"can":[22],"be":[23],"broadly":[24],"characterized":[25],"into":[26],"two":[27],"groups:":[28],"model-based":[29],"stateless.":[31],"Model-based":[32],"frameworks":[33,64],"use":[34],"machine":[35],"learning":[36],"to":[37,60,136],"achieve":[38],"good":[39],"but":[45,72,91,139],"are":[46,65,73],"highly":[47],"dependent":[48],"on":[49,113,154],"quality":[51],"learned":[54,156],"model":[55],"data":[58],"used":[59],"train":[61],"it.":[62],"Stateless":[63],"more":[66],"robust":[67],"require":[69,88],"no":[70,152],"training,":[71],"generally":[74],"lower":[75],"performance.":[76],"In":[77],"this":[78,108],"paper,":[79],"we":[80],"propose":[81],"new":[83],"framework":[84,132],"that":[85],"does":[86,92],"not":[87],"model,":[90],"track":[93],"small":[95],"amount":[96],"state":[98],"in":[99],"form":[101],"recent":[103],"dynamics.":[105],"We":[106,123],"implement":[107],"idea":[109],"test":[111],"it":[112,145],"public":[115],"cloud":[116],"running":[117],"both":[118],"Spark":[119],"jobs.":[122],"find":[124],"when":[125,140],"total":[126],"demand":[128,142],"low,":[130],"our":[131],"achieves":[133,146],"equivalent":[134],"prior":[137],"work,":[138],"high":[144],"mean":[147],"8%":[148],"improvement":[150],"(with":[151],"reliance":[153],"model).":[157]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}