{"id":"https://openalex.org/W3155299811","doi":"https://doi.org/10.1145/3427921.3450239","title":"The SPECpowerNext Benchmark Suite, its Implementation and New Workloads from a Developer's Perspective","display_name":"The SPECpowerNext Benchmark Suite, its Implementation and New Workloads from a Developer's Perspective","publication_year":2021,"publication_date":"2021-04-09","ids":{"openalex":"https://openalex.org/W3155299811","doi":"https://doi.org/10.1145/3427921.3450239","mag":"3155299811"},"language":"en","primary_location":{"id":"doi:10.1145/3427921.3450239","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3427921.3450239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/SPEC International Conference on Performance Engineering","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/A5058514329","display_name":"Norbert Schmitt","orcid":"https://orcid.org/0000-0002-0125-5940"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Norbert Schmitt","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087790422","display_name":"Klaus-Dieter Lange","orcid":"https://orcid.org/0009-0002-8068-5021"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Klaus-Dieter Lange","raw_affiliation_strings":["Hewlett Packard Enterprise, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Houston, TX, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101831921","display_name":"Sanjay Sharma","orcid":"https://orcid.org/0009-0002-0843-8907"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Sharma","raw_affiliation_strings":["Intel, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel, Portland, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045111923","display_name":"Nishant Rawtani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nishant Rawtani","raw_affiliation_strings":["Hewlett Packard Enterprise, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Bengaluru, India","institution_ids":["https://openalex.org/I4210117576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054905516","display_name":"Carl Ponder","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl Ponder","raw_affiliation_strings":["NVIDIA, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"NVIDIA, Austin, TX, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013790674","display_name":"Samuel Kounev","orcid":"https://orcid.org/0000-0001-9742-2063"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Kounev","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058514329"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":0.8542,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78264287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"232"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9997000098228455,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9995999932289124,"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/server","display_name":"Server","score":0.8245543241500854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8222876787185669},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7744144797325134},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7146010398864746},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7080148458480835},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.562147855758667},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5510502457618713},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5062515139579773},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.48965030908584595},{"id":"https://openalex.org/keywords/server-farm","display_name":"Server farm","score":0.45698052644729614},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.43257665634155273},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.42147600650787354},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.35980668663978577},{"id":"https://openalex.org/keywords/client\u2013server-model","display_name":"Client\u2013server model","score":0.28694289922714233}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8245543241500854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222876787185669},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7744144797325134},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7146010398864746},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7080148458480835},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.562147855758667},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5510502457618713},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5062515139579773},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.48965030908584595},{"id":"https://openalex.org/C105908466","wikidata":"https://www.wikidata.org/wiki/Q261645","display_name":"Server farm","level":4,"score":0.45698052644729614},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.43257665634155273},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42147600650787354},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.35980668663978577},{"id":"https://openalex.org/C152880691","wikidata":"https://www.wikidata.org/wiki/Q146813","display_name":"Client\u2013server model","level":3,"score":0.28694289922714233},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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":1,"locations":[{"id":"doi:10.1145/3427921.3450239","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3427921.3450239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1670932443","https://openalex.org/W1984222112","https://openalex.org/W2075863084","https://openalex.org/W2078924106","https://openalex.org/W2149234156","https://openalex.org/W2935072684","https://openalex.org/W3138798301","https://openalex.org/W6911108001"],"related_works":["https://openalex.org/W2296220114","https://openalex.org/W1998344963","https://openalex.org/W1989375655","https://openalex.org/W2070791720","https://openalex.org/W1501833554","https://openalex.org/W2001192680","https://openalex.org/W3040841990","https://openalex.org/W749282646","https://openalex.org/W2002856846","https://openalex.org/W2267656949"],"abstract_inverted_index":{"Innovation":[0],"needs":[1],"a":[2,23,28,87,115,126],"competitive":[3],"and":[4,14,80,167],"fair":[5],"playing":[6,30],"field":[7,31],"on":[8,74],"which":[9],"products":[10],"can":[11,17],"be":[12,18],"compared":[13],"informed":[15],"choices":[16],"made.":[19],"Standard":[20],"benchmarks":[21],"are":[22,83],"necessity":[24],"to":[25,48,85,129,144,173],"create":[26],"such":[27],"level":[29],"among":[32],"competitors":[33],"in":[34,43,95,148,171],"the":[35,58,108,134,141,165,168],"server":[36,61,93,112,146],"market":[37],"for":[38,67],"more":[39,50],"energy-efficient":[40,51],"servers.":[41],"That,":[42],"turn,":[44],"motivates":[45],"their":[46],"engineers":[47],"design":[49],"hardware.":[52],"The":[53],"SPECpower_ssj":[54,130],"2008":[55],"benchmark":[56],"drove":[57],"increase":[59],"of":[60,90,110,137,161,176],"energy":[62,113],"efficiency":[63],"by":[64],"113":[65],"times":[66,73],"single":[68],"CPU":[69],"servers,":[70],"or":[71],"19":[72],"average.":[75],"Yet,":[76],"with":[77,102,140],"added":[78],"functionality":[79],"load,":[81],"they":[82],"expected":[84],"consume":[86],"rising":[88],"amount":[89],"energy.":[91],"Additionally,":[92],"usage":[94],"data":[96,150],"centers":[97],"has":[98],"changed":[99],"over":[100],"time":[101],"new":[103,116,135,163],"application":[104],"types.":[105],"To":[106],"continue":[107],"effort":[109],"increasing":[111],"efficiency,":[114],"version,":[117],"SPECpowerNext,":[118],"is":[119],"under":[120],"development.":[121],"In":[122],"this":[123],"work,":[124],"after":[125],"short":[127],"introduction":[128],"2008,":[131],"we":[132],"present":[133],"implementation":[136],"SPECpowerNext":[138,162],"together":[139],"standardized":[142],"way":[143],"collect":[145],"information":[147],"heterogeneous":[149],"centers.":[151],"We":[152],"also":[153],"give":[154],"insight,":[155],"including":[156],"preliminary":[157],"measurements,":[158],"into":[159],"two":[160],"workloads,":[164],"Wiki":[166],"APA":[169],"workload,":[170],"addition":[172],"an":[174],"overview":[175],"both":[177],"workloads.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}
