{"id":"https://openalex.org/W2163449191","doi":"https://doi.org/10.1145/2168836.2168843","title":"GreenHadoop","display_name":"GreenHadoop","publication_year":2012,"publication_date":"2012-04-10","ids":{"openalex":"https://openalex.org/W2163449191","doi":"https://doi.org/10.1145/2168836.2168843","mag":"2163449191"},"language":"en","primary_location":{"id":"doi:10.1145/2168836.2168843","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2168836.2168843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM european conference on Computer Systems","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/A5090311560","display_name":"\u00cd\u00f1igo Goiri","orcid":"https://orcid.org/0000-0003-2591-4012"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"\u00cd\u00f1igo Goiri","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078893669","display_name":"Kien Le","orcid":"https://orcid.org/0000-0003-2892-2720"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kien Le","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101643264","display_name":"Thu D. Nguyen","orcid":"https://orcid.org/0000-0003-2843-1796"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thu D. Nguyen","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070218418","display_name":"Jordi Guitart","orcid":"https://orcid.org/0000-0003-0751-3100"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Guitart","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya/Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya/Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039375454","display_name":"Jordi Torres","orcid":"https://orcid.org/0000-0003-1963-7418"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Torres","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya/Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya/Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089615986","display_name":"Ricardo Bianchini","orcid":"https://orcid.org/0000-0001-5971-5084"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Bianchini","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090311560"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":102.9514,"has_fulltext":false,"cited_by_count":297,"citation_normalized_percentile":{"value":0.99958107,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"70"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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/T12238","display_name":"Green IT and Sustainability","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.702305793762207},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7014796733856201},{"id":"https://openalex.org/keywords/backup","display_name":"Backup","score":0.6212409138679504},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5932116508483887},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5782737731933594},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.493734210729599},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4774806499481201},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4318106770515442},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4202573001384735},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37065088748931885},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.33492904901504517},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32267874479293823},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.29665327072143555},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16531312465667725},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14210444688796997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.702305793762207},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7014796733856201},{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.6212409138679504},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5932116508483887},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5782737731933594},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.493734210729599},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4774806499481201},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4318106770515442},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4202573001384735},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37065088748931885},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.33492904901504517},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32267874479293823},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.29665327072143555},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16531312465667725},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14210444688796997},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2168836.2168843","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2168836.2168843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM european conference on Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W18838808","https://openalex.org/W69326621","https://openalex.org/W110612056","https://openalex.org/W1493147916","https://openalex.org/W1596936080","https://openalex.org/W1768488937","https://openalex.org/W1968950660","https://openalex.org/W1987307249","https://openalex.org/W2017751491","https://openalex.org/W2055077314","https://openalex.org/W2055964748","https://openalex.org/W2066238258","https://openalex.org/W2099204199","https://openalex.org/W2106664734","https://openalex.org/W2106932631","https://openalex.org/W2113812175","https://openalex.org/W2118651798","https://openalex.org/W2139041001","https://openalex.org/W2144614141","https://openalex.org/W2153204735","https://openalex.org/W2164466478","https://openalex.org/W2164510519","https://openalex.org/W2168245849","https://openalex.org/W2173213060","https://openalex.org/W2395599360","https://openalex.org/W2617430054","https://openalex.org/W3139989176","https://openalex.org/W4285719527","https://openalex.org/W6629598113"],"related_works":["https://openalex.org/W2955195711","https://openalex.org/W2354454611","https://openalex.org/W2993266126","https://openalex.org/W2392283887","https://openalex.org/W2351388597","https://openalex.org/W2829881200","https://openalex.org/W2184647741","https://openalex.org/W2367727984","https://openalex.org/W2939925694","https://openalex.org/W2401318764"],"abstract_inverted_index":{"Interest":[0],"has":[1],"been":[2],"growing":[3],"in":[4,96,143],"powering":[5],"datacenters":[6],"(at":[7],"least":[8],"partially)":[9],"with":[10],"renewable":[11],"or":[12,20],"\"green\"":[13],"sources":[14,29],"of":[15,63,108,136,187],"energy,":[16],"such":[17],"as":[18],"solar":[19,123,137],"wind.":[21],"However,":[22],"it":[23],"is":[24,180],"challenging":[25],"to":[26,59,67,78,84,152,169,209],"use":[27],"these":[28],"because,":[30],"unlike":[31],"the":[32,38,64,86,126,134,144,149,154,159,185],"\"brown\"":[33],"(carbon-intensive)":[34],"energy":[35,49,66,70,88,138,156,165,179,202],"drawn":[36],"from":[37],"electrical":[39,127],"grid,":[40],"they":[41],"are":[42,58],"not":[43],"always":[44],"available.":[45],"This":[46],"means":[47],"that":[48,139,196],"demand":[50],"and":[51,125,147,204],"supply":[52],"must":[53,166],"be":[54,102,141,167],"matched,":[55],"if":[56],"we":[57,75,92],"take":[60],"full":[61],"advantage":[62],"green":[65,87,155,201],"minimize":[68],"brown":[69,164,178,189],"consumption.":[71,191],"In":[72,90],"this":[73],"paper,":[74],"investigate":[76],"how":[77],"manage":[79],"a":[80,105,113,117,121,130],"datacenter's":[81],"computational":[82],"workload":[83],"match":[85],"supply.":[89],"particular,":[91],"consider":[93],"data-processing":[94],"frameworks,":[95],"which":[97],"many":[98],"background":[99],"computations":[100],"can":[101,198],"delayed":[103],"by":[104,120],"bounded":[106],"amount":[107,135],"time.":[109],"We":[110],"propose":[111],"GreenHadoop,":[112],"MapReduce":[114,150],"framework":[115],"for":[116],"datacenter":[118],"powered":[119],"photovoltaic":[122],"array":[124],"grid":[128],"(as":[129],"backup).":[131],"GreenHadoop":[132,174,197],"predicts":[133],"will":[140],"available":[142],"near":[145],"future,":[146],"schedules":[148],"jobs":[151],"maximize":[153],"consumption":[157,203],"within":[158],"jobs'":[160],"time":[161,171],"bounds.":[162],"If":[163],"used":[168],"avoid":[170],"bound":[172],"violations,":[173],"selects":[175],"times":[176],"when":[177],"cheap,":[181],"while":[182],"also":[183],"managing":[184],"cost":[186],"peak":[188],"power":[190],"Our":[192],"experimental":[193],"results":[194],"demonstrate":[195],"significantly":[199],"increase":[200],"decrease":[205],"electricity":[206],"cost,":[207],"compared":[208],"Hadoop.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":27},{"year":2017,"cited_by_count":34},{"year":2016,"cited_by_count":44},{"year":2015,"cited_by_count":42},{"year":2014,"cited_by_count":48},{"year":2013,"cited_by_count":44},{"year":2012,"cited_by_count":5}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2016-06-24T00:00:00"}