{"id":"https://openalex.org/W7162307771","doi":"https://doi.org/10.1007/s11227-026-08591-6","title":"Feml: a feature enhancement and machine learning framework for HPC job power consumption prediction","display_name":"Feml: a feature enhancement and machine learning framework for HPC job power consumption prediction","publication_year":2026,"publication_date":"2026-05-25","ids":{"openalex":"https://openalex.org/W7162307771","doi":"https://doi.org/10.1007/s11227-026-08591-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-026-08591-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08591-6","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-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/A5136979653","display_name":"Heng Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Guo","raw_affiliation_strings":["Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]},{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136925744","display_name":"Xiaojun Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaojun Bai","raw_affiliation_strings":["Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]},{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081000520","display_name":"\u5468\u7ee7","orcid":null},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]},{"id":"https://openalex.org/I4210122330","display_name":"Qinghai New Energy (China)","ror":"https://ror.org/0311vkn02","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210122330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Zhou","raw_affiliation_strings":["State Grid Qinghai Electric Power Company, Xining, 810001, Qinghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Qinghai Electric Power Company, Xining, 810001, Qinghai, China","institution_ids":["https://openalex.org/I116265982","https://openalex.org/I4210122330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136964554","display_name":"Wei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158984","display_name":"National Supercomputing Center in Wuxi","ror":"https://ror.org/04ypjrs34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210158984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["National Supercomputing Center in Wuxi, Wuxi, 214000, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Supercomputing Center in Wuxi, Wuxi, 214000, Jiangsu, China","institution_ids":["https://openalex.org/I4210158984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136939571","display_name":"Jianqiang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]},{"id":"https://openalex.org/I4210122330","display_name":"Qinghai New Energy (China)","ror":"https://ror.org/0311vkn02","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210122330"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianqiang Huang","raw_affiliation_strings":["Qinghai Provincial Green Computing Power Engineering Technology Research Center, Xining, 810016, Qinghai, China","Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Provincial Green Computing Power Engineering Technology Research Center, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982","https://openalex.org/I4210122330"]},{"raw_affiliation_string":"Qinghai Provincial Laboratory for Intelligent Computing and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]},{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, 810016, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5136925744","https://openalex.org/A5136939571"],"corresponding_institution_ids":["https://openalex.org/I116265982","https://openalex.org/I4210122330"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64025869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"82","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.44780001044273376,"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":0.44780001044273376,"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":0.25279998779296875,"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/T14347","display_name":"Big Data and Digital Economy","score":0.09600000083446503,"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/power-consumption","display_name":"Power consumption","score":0.6233999729156494},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5210999846458435},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.39649999141693115},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.35269999504089355},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.310699999332428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8877999782562256},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6545000076293945},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.6233999729156494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068000197410583},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.35269999504089355},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.290800005197525},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.26930001378059387}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-026-08591-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08591-6","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899637341499329,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1596936080","https://openalex.org/W1660085994","https://openalex.org/W1664830955","https://openalex.org/W2295598076","https://openalex.org/W2475841295","https://openalex.org/W2507353310","https://openalex.org/W2622561734","https://openalex.org/W2782917212","https://openalex.org/W2787491481","https://openalex.org/W2793320545","https://openalex.org/W2803112511","https://openalex.org/W2911964244","https://openalex.org/W2970641574","https://openalex.org/W3035216388","https://openalex.org/W3042964270","https://openalex.org/W3083442288","https://openalex.org/W3084280436","https://openalex.org/W3096250259","https://openalex.org/W3097239682","https://openalex.org/W3106937062","https://openalex.org/W3173382044","https://openalex.org/W3184037151","https://openalex.org/W3214280620","https://openalex.org/W3216660278","https://openalex.org/W4316020004","https://openalex.org/W4366564134","https://openalex.org/W4380325188","https://openalex.org/W4381890996","https://openalex.org/W4382142107","https://openalex.org/W4382677487","https://openalex.org/W4386858445","https://openalex.org/W4388581195","https://openalex.org/W4388581287","https://openalex.org/W4394784972","https://openalex.org/W4396842938","https://openalex.org/W4401285154","https://openalex.org/W4403798207","https://openalex.org/W4405755738","https://openalex.org/W4405924948","https://openalex.org/W4407719684","https://openalex.org/W4412763482","https://openalex.org/W4412983480","https://openalex.org/W4416004561","https://openalex.org/W6921936507","https://openalex.org/W7110190654","https://openalex.org/W7125398568"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-27T06:14:07.914337","created_date":"2026-05-26T00:00:00"}