{"id":"https://openalex.org/W2296629286","doi":"https://doi.org/10.5555/2872599.2872614","title":"Predicting energy consumption relevant indicators of strong scaling HPC applications for different compute resource configurations","display_name":"Predicting energy consumption relevant indicators of strong scaling HPC applications for different compute resource configurations","publication_year":2015,"publication_date":"2015-04-12","ids":{"openalex":"https://openalex.org/W2296629286","doi":"https://doi.org/10.5555/2872599.2872614","mag":"2296629286"},"language":"en","primary_location":{"id":"mag:2296629286","doi":"https://doi.org/10.5555/2872599.2872614","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/springsim/springsim2015-5.html#ShoukourianWABT15","pdf_url":null,"source":{"id":"https://openalex.org/S4306418683","display_name":"IEEE International Conference on High Performance Computing, Data, and Analytics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on High Performance Computing, Data, and Analytics","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5066480933","display_name":"Hayk Shoukourian","orcid":"https://orcid.org/0000-0003-2454-2712","observed_orcids":["https://orcid.org/0000-0003-2454-2712"]},"institutions":[{"id":"https://openalex.org/I109144446","display_name":"Bavarian Academy of Sciences and Humanities","ror":"https://ror.org/001rdaz60","country_code":"DE","type":"education","lineage":["https://openalex.org/I109144446"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hayk Shoukourian","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany and Technische Universit\u00e4t M\u00fcnchen (TUM), Garching bei M\u00fcnchen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2454-2712","affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany and Technische Universit\u00e4t M\u00fcnchen (TUM), Garching bei M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I109144446","https://openalex.org/I4210163716","https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036836167","display_name":"Torsten Wilde","orcid":"https://orcid.org/0009-0002-4252-8842","observed_orcids":["https://orcid.org/0009-0002-4252-8842"]},"institutions":[{"id":"https://openalex.org/I109144446","display_name":"Bavarian Academy of Sciences and Humanities","ror":"https://ror.org/001rdaz60","country_code":"DE","type":"education","lineage":["https://openalex.org/I109144446"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten Wilde","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#","institution_ids":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059452292","display_name":"Axel Auweter","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I109144446","display_name":"Bavarian Academy of Sciences and Humanities","ror":"https://ror.org/001rdaz60","country_code":"DE","type":"education","lineage":["https://openalex.org/I109144446"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Auweter","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#","institution_ids":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031826469","display_name":"Arndt Bode","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I109144446","display_name":"Bavarian Academy of Sciences and Humanities","ror":"https://ror.org/001rdaz60","country_code":"DE","type":"education","lineage":["https://openalex.org/I109144446"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arndt Bode","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany and Technische Universit\u00e4t M\u00fcnchen (TUM), Garching bei M\u00fcnchen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany and Technische Universit\u00e4t M\u00fcnchen (TUM), Garching bei M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I109144446","https://openalex.org/I4210163716","https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039431843","display_name":"Daniele Tafani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I109144446","display_name":"Bavarian Academy of Sciences and Humanities","ror":"https://ror.org/001rdaz60","country_code":"DE","type":"education","lineage":["https://openalex.org/I109144446"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniele Tafani","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ) of the Bavarian Academy of Sciences and Humanities, Garching bei M\u00fcnchen, Germany#TAB#","institution_ids":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9502,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.75066836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.6523000001907349,"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":0.6523000001907349,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.29809999465942383,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.020600000396370888,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.9039999842643738},{"id":"https://openalex.org/keywords/strong-scaling","display_name":"strong scaling","score":0.7260000109672546},{"id":"https://openalex.org/keywords/hpc-applications","display_name":"HPC applications","score":0.890999972820282},{"id":"https://openalex.org/keywords/data-center-energy-efficiency","display_name":"data center energy efficiency","score":0.7570000290870667},{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.5929999947547913},{"id":"https://openalex.org/keywords/cpu-frequency","display_name":"CPU frequency","score":0.7229999899864197},{"id":"https://openalex.org/keywords/energy-performance-tradeoff","display_name":"energy-performance trade-off","score":0.7599999904632568},{"id":"https://openalex.org/keywords/analytical-performance-model","display_name":"analytical performance model","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810518741607666},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7242084741592407},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7202301025390625},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6909198760986328},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.6749553680419922},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5258605480194092},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5035740733146667},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48725762963294983},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.479853093624115},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46473005414009094},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46188706159591675},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4481715261936188},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4083629250526428},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3949267864227295},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2825084924697876},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16688916087150574},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09519916772842407},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2296629286","doi":"https://doi.org/10.5555/2872599.2872614","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/springsim/springsim2015-5.html#ShoukourianWABT15","pdf_url":null,"source":{"id":"https://openalex.org/S4306418683","display_name":"IEEE International Conference on High Performance Computing, Data, and Analytics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on High Performance Computing, Data, and Analytics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5690000057220459,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W290717194","https://openalex.org/W1518236483","https://openalex.org/W1522500515","https://openalex.org/W1886215955","https://openalex.org/W1915230874","https://openalex.org/W1979229768","https://openalex.org/W1995585559","https://openalex.org/W2070525241","https://openalex.org/W2071693325","https://openalex.org/W2087193285","https://openalex.org/W2099714261","https://openalex.org/W2100397374","https://openalex.org/W2150871235","https://openalex.org/W2169631286","https://openalex.org/W2752885492","https://openalex.org/W3187934206"],"related_works":["https://openalex.org/W1915230874","https://openalex.org/W2798483898","https://openalex.org/W2810845671","https://openalex.org/W2114242578","https://openalex.org/W4210872258","https://openalex.org/W4242792736","https://openalex.org/W2075987422","https://openalex.org/W2279073532","https://openalex.org/W2511354655","https://openalex.org/W1635969352"],"abstract_inverted_index":{"Finding":[0],"the":[1,21,30,39,74,81,91,115,126,131,148,175,196],"best":[2],"energy-performance":[3,187],"tradeoffs":[4,190],"for":[5,15,114,136,182,200],"High":[6],"Performance":[7],"Computing":[8],"(HPC)":[9],"applications":[10,192],"is":[11,46,86,171],"a":[12,43,55,64,118],"major":[13],"challenge":[14],"many":[16],"modern":[17],"supercomputing":[18],"centers.":[19],"With":[20],"increased":[22],"focus":[23],"on":[24,159],"data":[25,34,96,202],"center":[26,35,203],"energy":[27,75,84,143],"efficiency":[28],"and":[29,105,142,153,189,193],"emergence":[31],"of":[32,66,90,93,117,133,147,150,185,191],"possible":[33],"power":[36,78],"constraints,":[37],"making":[38],"right":[40],"decision":[41],"at":[42,63],"given":[44,56],"time":[45],"becoming":[47],"more":[48],"important.":[49],"A":[50],"real-world":[51],"situation":[52],"like":[53],"can":[54],"1000":[57],"compute":[58,151],"node":[59],"application":[60,138],"be":[61],"executed":[62],"maximum":[65,154],"2.7":[67],"GHz":[68],"CPU":[69,120,156],"frequency":[70],"without":[71],"going":[72],"over":[73],"provider":[76],"defined":[77],"band,":[79],"or":[80],"available":[82],"monthly":[83],"limit?":[85],"just":[87],"one":[88],"example":[89],"types":[92],"decisions":[94],"HPC":[95],"centers":[97],"will":[98,124],"face.":[99],"The":[100],"previously":[101],"developed":[102],"Adaptive":[103,167],"Energy":[104],"Power":[106],"Consumption":[107,168],"Prediction":[108,169],"(AEPCP)":[109],"model":[110,165],"answers":[111],"this":[112],"question":[113],"case":[116],"fixed":[119],"frequency.":[121,157],"This":[122,179],"paper":[123],"extend":[125],"AEPCP":[127],"process":[128],"to":[129],"enable":[130],"development":[132],"analytical":[134,161],"models":[135],"estimating":[137],"execution":[139],"time,":[140],"power,":[141],"consumptions":[144],"as":[145],"functions":[146],"number":[149],"nodes":[152],"operating":[155],"Based":[158],"these":[160],"models,":[162],"an":[163],"adaptive":[164],"(Lightweight":[166],"(LACP))":[170],"presented":[172],"that":[173],"implements":[174],"extended":[176],"prediction":[177],"process.":[178],"information":[180],"allows":[181],"improved":[183],"estimation":[184],"potential":[186],"costs":[188],"thus":[194],"identifies":[195],"optimal":[197],"resource":[198],"configuration":[199],"specific":[201],"boundary":[204],"conditions.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}
