{"id":"https://openalex.org/W2947844487","doi":"https://doi.org/10.1109/access.2019.2919970","title":"Prediction of Energy Consumption by Checkpoint/Restart in HPC","display_name":"Prediction of Energy Consumption by Checkpoint/Restart in HPC","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947844487","doi":"https://doi.org/10.1109/access.2019.2919970","mag":"2947844487"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2919970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727526.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001205653","display_name":"Marina Mor\u00e1n","orcid":"https://orcid.org/0000-0002-6334-1190"},"institutions":[{"id":"https://openalex.org/I70368782","display_name":"National University of Comahue","ror":"https://ror.org/02zvkba47","country_code":"AR","type":"education","lineage":["https://openalex.org/I70368782"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"M. Moran","raw_affiliation_strings":["Facultad de Inform\u00e1tica, Universidad Nacional del Comahue, Neuqu\u00e9n, Argentina"],"raw_orcid":"https://orcid.org/0000-0002-6334-1190","affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Nacional del Comahue, Neuqu\u00e9n, Argentina","institution_ids":["https://openalex.org/I70368782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045714871","display_name":"Javier Balladini","orcid":"https://orcid.org/0000-0002-9769-7830"},"institutions":[{"id":"https://openalex.org/I70368782","display_name":"National University of Comahue","ror":"https://ror.org/02zvkba47","country_code":"AR","type":"education","lineage":["https://openalex.org/I70368782"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"J. Balladini","raw_affiliation_strings":["Facultad de Inform\u00e1tica, Universidad Nacional del Comahue, Neuqu\u00e9n, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Nacional del Comahue, Neuqu\u00e9n, Argentina","institution_ids":["https://openalex.org/I70368782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051751511","display_name":"Dolores Rexachs","orcid":"https://orcid.org/0000-0001-5500-850X"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Rexachs","raw_affiliation_strings":["Departamento de Arquitectura de Computadores y Sistemas Operativos, Universitat Aut\u00f2noma de Barcelona, Campus UAB, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Arquitectura de Computadores y Sistemas Operativos, Universitat Aut\u00f2noma de Barcelona, Campus UAB, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086588481","display_name":"Emilio Luque","orcid":"https://orcid.org/0000-0002-2884-3232"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Luque","raw_affiliation_strings":["Departamento de Arquitectura de Computadores y Sistemas Operativos, Universitat Aut\u00f2noma de Barcelona, Campus UAB, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Arquitectura de Computadores y Sistemas Operativos, Universitat Aut\u00f2noma de Barcelona, Campus UAB, Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001205653"],"corresponding_institution_ids":["https://openalex.org/I70368782"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.3008,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82066395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"71791","last_page":"71803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","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"}},"topics":[{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9962000250816345,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8578577041625977},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6841286420822144},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.573400616645813},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.44104471802711487},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.43771272897720337},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4229435622692108},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.419286847114563},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4023641347885132}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8578577041625977},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6841286420822144},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.573400616645813},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.44104471802711487},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.43771272897720337},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4229435622692108},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.419286847114563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4023641347885132},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2019.2919970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:ddd.uab.cat:214991","is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/214991","pdf_url":null,"source":{"id":"https://openalex.org/S4306400381","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:dnet:uabarcelona_::1c4977a7c505a77c67832ee0482a465d","is_oa":true,"landing_page_url":"http://ddd.uab.cat/record/214991","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:7bf8baa5d2f34921b858544e6d4ff735","is_oa":true,"landing_page_url":"https://doaj.org/article/7bf8baa5d2f34921b858544e6d4ff735","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 71791-71803 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2919970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2919970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08727526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9200000166893005,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7888220033","display_name":null,"funder_award_id":"TIN2017-84875-P","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947844487.pdf","grobid_xml":"https://content.openalex.org/works/W2947844487.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1733470504","https://openalex.org/W1837653564","https://openalex.org/W1894651528","https://openalex.org/W1997274513","https://openalex.org/W2001219263","https://openalex.org/W2001937343","https://openalex.org/W2003569970","https://openalex.org/W2033656974","https://openalex.org/W2039345646","https://openalex.org/W2043018602","https://openalex.org/W2045879521","https://openalex.org/W2056966287","https://openalex.org/W2060836295","https://openalex.org/W2064849136","https://openalex.org/W2077711217","https://openalex.org/W2100970777","https://openalex.org/W2133046454","https://openalex.org/W2139244298","https://openalex.org/W2571820657","https://openalex.org/W2751047863","https://openalex.org/W2791029364","https://openalex.org/W6638708518"],"related_works":["https://openalex.org/W2165143308","https://openalex.org/W2319821665","https://openalex.org/W1967767358","https://openalex.org/W2139348078","https://openalex.org/W2115140794","https://openalex.org/W2041120224","https://openalex.org/W2101184050","https://openalex.org/W1504320321","https://openalex.org/W2067902980","https://openalex.org/W2160834655"],"abstract_inverted_index":{"The":[0,43,131],"fault":[1,18],"tolerance":[2,19],"method":[3,65],"most":[4],"used":[5],"today":[6],"in":[7,77,92,190],"high-performance":[8],"computing":[9],"(HPC)":[10],"is":[11,40,48],"coordinated":[12,86],"checkpointing.":[13],"This,":[14],"like":[15],"any":[16],"other":[17],"method,":[20],"adds":[21],"additional":[22],"energy":[23,38,56,81,152,188,206],"consumption":[24,39,57,153,189],"to":[25,49,53,79,183],"that":[26,195],"of":[27,30,45,58,74,104,125,141,154,161,176,186,193],"the":[28,31,55,72,89,102,105,109,126,129,139,142,147,155,159,162,168,174,177,184,191,200,205],"execution":[29,120,192],"application.":[32,130],"Currently,":[33],"knowing":[34],"and":[35,60,63,128,151,173],"minimizing":[36],"this":[37,46],"a":[41,51,64,113],"challenge.":[42],"objective":[44,185],"paper":[47,181],"propose":[50],"model":[52],"estimate":[54,204],"checkpoint":[59,169,178],"restart":[61],"operations":[62,210],"for":[66],"its":[67,119],"construction.":[68],"These":[69],"estimates":[70],"allow":[71],"evaluation":[73],"different":[75,123],"scenarios":[76],"order":[78],"minimize":[80],"consumption.":[82],"We":[83,100,144],"focus":[84],"on":[85,97,135,149],"checkpoint/restart":[87,114,209],"at":[88],"system":[90,127,165],"level,":[91],"single-program":[93],"multiple-data":[94],"(SPMD)":[95],"applications,":[96],"homogeneous":[98],"clusters.":[99],"study":[101],"behavior":[103],"power":[106,150],"dissipated":[107],"by":[108,208],"compute":[110],"node":[111],"during":[112],"operation,":[115],"as":[116,118],"well":[117],"time,":[121],"considering":[122],"parameters":[124],"experimentation":[132],"carried":[133],"out":[134],"two":[136],"platforms":[137],"shows":[138],"validity":[140],"proposal.":[143],"also":[145],"evaluate":[146],"impact":[148],"processor's":[156],"C":[157],"states,":[158],"configuration":[160],"network":[163],"file":[164],"(NFS),":[166],"where":[167],"files":[170],"are":[171],"stored,":[172],"compression":[175],"files.":[179],"This":[180],"contributes":[182],"predicting":[187],"applications":[194],"use":[196],"checkpoint/restart.":[197],"Not":[198],"counting":[199],"outliers,":[201],"we":[202],"can":[203],"consumed":[207],"with":[211],"errors":[212],"lower":[213],"than":[214],"7.5%.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}