{"id":"https://openalex.org/W2058047606","doi":"https://doi.org/10.1109/noms.2010.5488494","title":"Performance-driven task co-scheduling for MapReduce environments","display_name":"Performance-driven task co-scheduling for MapReduce environments","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2058047606","doi":"https://doi.org/10.1109/noms.2010.5488494","mag":"2058047606"},"language":"en","primary_location":{"id":"doi:10.1109/noms.2010.5488494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2010.5488494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Network Operations and Management Symposium - NOMS 2010","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/A5060815572","display_name":"Jord\u00e0 Polo","orcid":"https://orcid.org/0000-0001-5422-7890"},"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":"Jorda Polo","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081849393","display_name":"David Carrera","orcid":"https://orcid.org/0000-0003-4898-3424"},"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":"David Carrera","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008248849","display_name":"Yolanda Becerra","orcid":"https://orcid.org/0000-0003-2357-7796"},"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":"Yolanda Becerra","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), Technical University of Catalonia, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110049546","display_name":"Ma\u0142gorzata Steinder","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malgorzata Steinder","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014676240","display_name":"Ian Whalley","orcid":"https://orcid.org/0000-0002-6029-1116"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Whalley","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":49.9539,"has_fulltext":false,"cited_by_count":198,"citation_normalized_percentile":{"value":0.99785471,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"373","last_page":"380"},"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":0.9970999956130981,"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":0.9894999861717224,"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/computer-science","display_name":"Computer science","score":0.905424952507019},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7103742361068726},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.670243501663208},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6398160457611084},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5224437117576599},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5140320062637329},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4547417163848877},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41317883133888245},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20811355113983154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.905424952507019},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7103742361068726},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.670243501663208},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6398160457611084},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5224437117576599},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5140320062637329},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4547417163848877},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41317883133888245},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20811355113983154},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms.2010.5488494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2010.5488494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Network Operations and Management Symposium - NOMS 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1501479579","https://openalex.org/W1524159795","https://openalex.org/W1527303636","https://openalex.org/W1988781135","https://openalex.org/W2000965016","https://openalex.org/W2061388144","https://openalex.org/W2113718594","https://openalex.org/W2118651798","https://openalex.org/W2173213060","https://openalex.org/W3138683481","https://openalex.org/W6630017651","https://openalex.org/W6631319770"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W2893779165","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W2102496746","https://openalex.org/W2360147445"],"abstract_inverted_index":{"MapReduce":[0,26,103,110,122],"is":[1,12,41,69],"a":[2,65,80,97,102],"data-driven":[3],"programming":[4],"model":[5],"proposed":[6,113],"by":[7,95],"Google":[8],"in":[9,28,42,47,56],"2004":[10],"which":[11,51],"especially":[13],"well":[14],"suited":[15],"for":[16,86,101,129],"distributed":[17],"data":[18,48],"analytics":[19],"applications.":[20],"We":[21],"consider":[22],"the":[23,35,75,118,126,130],"management":[24,50,108],"of":[25,77,82,109,120,142],"applications":[27,33,134],"an":[29],"environment":[30],"where":[31],"multiple":[32],"share":[34],"same":[36],"physical":[37,143],"resources.":[38,144],"Such":[39],"sharing":[40],"line":[43],"with":[44],"recent":[45],"trends":[46],"center":[49],"aim":[52],"to":[53,58,71,135],"consolidate":[54],"workloads":[55,78],"order":[57],"achieve":[59],"cost":[60],"and":[61,73,124],"energy":[62],"savings.":[63],"In":[64,88],"shared":[66],"environment,":[67],"it":[68],"necessary":[70],"predict":[72],"manage":[74],"performance":[76,83,119,138],"given":[79],"set":[81],"goals":[84],"defined":[85],"them.":[87],"this":[89,93],"paper,":[90],"we":[91],"address":[92],"problem":[94],"introducing":[96],"new":[98],"task":[99,114],"scheduler":[100,115],"framework":[104],"that":[105],"allows":[106,133],"performance-driven":[107],"tasks.":[111],"The":[112],"dynamically":[116],"predicts":[117],"concurrent":[121],"jobs":[123],"adjusts":[125],"resource":[127],"allocation":[128],"jobs.":[131],"It":[132],"meet":[136],"their":[137],"objectives":[139],"without":[140],"over-provisioning":[141]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":26},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":27},{"year":2012,"cited_by_count":28}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
