{"id":"https://openalex.org/W4213455205","doi":"https://doi.org/10.1109/wsc52266.2021.9715340","title":"Parallel Application Power and Performance Prediction Modeling Using Simulation","display_name":"Parallel Application Power and Performance Prediction Modeling Using Simulation","publication_year":2021,"publication_date":"2021-12-12","ids":{"openalex":"https://openalex.org/W4213455205","doi":"https://doi.org/10.1109/wsc52266.2021.9715340"},"language":"en","primary_location":{"id":"doi:10.1109/wsc52266.2021.9715340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc52266.2021.9715340","pdf_url":null,"source":{"id":"https://openalex.org/S4363607949","display_name":"2021 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Winter Simulation Conference (WSC)","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/A5021994144","display_name":"Kishwar Ahmed","orcid":"https://orcid.org/0000-0001-6295-3569"},"institutions":[{"id":"https://openalex.org/I90274647","display_name":"University of South Carolina Beaufort","ror":"https://ror.org/05ked8481","country_code":"US","type":"education","lineage":["https://openalex.org/I90274647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kishwar Ahmed","raw_affiliation_strings":["University of South Carolina Beaufort,Department of Computer Science,Bluffton,SC,USA,29909"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Carolina Beaufort,Department of Computer Science,Bluffton,SC,USA,29909","institution_ids":["https://openalex.org/I90274647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032371884","display_name":"Kazutomo Yoshii","orcid":"https://orcid.org/0000-0003-1904-5383"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kazutomo Yoshii","raw_affiliation_strings":["Argonne National Laboratory,Mathematics and Computer Science Division,Lemont,IL,USA,60439"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory,Mathematics and Computer Science Division,Lemont,IL,USA,60439","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083436381","display_name":"Samia Tasnim","orcid":"https://orcid.org/0000-0002-2686-1840"},"institutions":[{"id":"https://openalex.org/I8248082","display_name":"Florida Agricultural and Mechanical University","ror":"https://ror.org/00c4wc133","country_code":"US","type":"education","lineage":["https://openalex.org/I8248082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samia Tasnim","raw_affiliation_strings":["Florida A&#x0026;M University,Department of Computer and Information Sciences,Tallahassee,FL,USA,32307","M University, Tallahassee, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida A&#x0026;M University,Department of Computer and Information Sciences,Tallahassee,FL,USA,32307","institution_ids":[]},{"raw_affiliation_string":"M University, Tallahassee, FL, USA","institution_ids":["https://openalex.org/I8248082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30530233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2011","issue":null,"first_page":"1","last_page":"12"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998000264167786,"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":0.7879538536071777},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5954734683036804},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5760394334793091},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5722965598106384},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5090424418449402},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4616249203681946},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.45210927724838257},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"Performance prediction","score":0.45096686482429504},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.37336987257003784},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34798792004585266},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33854854106903076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0992022156715393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879538536071777},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5954734683036804},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5760394334793091},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5722965598106384},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5090424418449402},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4616249203681946},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.45210927724838257},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.45096686482429504},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.37336987257003784},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34798792004585266},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33854854106903076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0992022156715393},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc52266.2021.9715340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc52266.2021.9715340","pdf_url":null,"source":{"id":"https://openalex.org/S4363607949","display_name":"2021 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5929160538","display_name":null,"funder_award_id":"CNS-2104925","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W35651078","https://openalex.org/W1973923004","https://openalex.org/W1980351017","https://openalex.org/W1998047408","https://openalex.org/W2014584442","https://openalex.org/W2027177485","https://openalex.org/W2057218453","https://openalex.org/W2071959074","https://openalex.org/W2100322710","https://openalex.org/W2147083032","https://openalex.org/W2159175944","https://openalex.org/W2160804075","https://openalex.org/W2295889364","https://openalex.org/W2407167622","https://openalex.org/W2523736262","https://openalex.org/W2528110265","https://openalex.org/W2567319156","https://openalex.org/W2625793149","https://openalex.org/W2767936868","https://openalex.org/W2804541029","https://openalex.org/W2911456409","https://openalex.org/W3006952892","https://openalex.org/W3011015184","https://openalex.org/W3033209699","https://openalex.org/W3035216388","https://openalex.org/W3036263969","https://openalex.org/W3144486678","https://openalex.org/W4232491968","https://openalex.org/W4246963365","https://openalex.org/W6959725197"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W1980976455","https://openalex.org/W4386869550","https://openalex.org/W2066992028","https://openalex.org/W2075436644"],"abstract_inverted_index":{"High":[0],"performance":[1,41,57,69,96],"computing":[2,76],"(HPC)":[3],"system":[4,16],"runs":[5],"compute-intensive":[6],"parallel":[7,39,53,86],"applications":[8],"requiring":[9],"large":[10],"number":[11],"of":[12,18,117],"nodes.":[13],"An":[14],"HPC":[15],"consists":[17],"heterogeneous":[19,75],"computer":[20],"architecture":[21],"nodes,":[22],"including":[23],"CPUs,":[24],"GPUs,":[25],"field":[26],"programmable":[27],"gate":[28],"arrays":[29],"(FPGAs),":[30],"etc.":[31],"Power":[32],"capping":[33],"is":[34],"a":[35,52,80,93,102],"method":[36],"to":[37,43,64],"improve":[38],"application":[40,54,66],"subject":[42],"variable":[44],"power":[45,55,67,94],"constraints.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,113],"propose":[51],"and":[56,68,95,110,122],"prediction":[58,62,97,120],"simulator.":[59,123],"We":[60,78],"present":[61],"model":[63,121],"predict":[65],"for":[70],"unknown":[71],"power-capping":[72],"values":[73],"considering":[74],"architecture.":[77],"develop":[79],"job":[81],"scheduling":[82],"simulator":[83,91],"based":[84],"on":[85,107],"discrete-event":[87],"simulation":[88],"engine.":[89],"The":[90],"includes":[92],"model,":[98],"as":[99,101],"well":[100],"resource":[103],"allocation":[104],"model.":[105],"Based":[106],"real-life":[108],"measurements":[109],"trace":[111],"data,":[112],"show":[114],"the":[115],"applicability":[116],"our":[118],"proposed":[119]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
