{"id":"https://openalex.org/W2030315117","doi":"https://doi.org/10.1145/2591971.2591998","title":"Balanced resource allocations across multiple dynamic MapReduce clusters","display_name":"Balanced resource allocations across multiple dynamic MapReduce clusters","publication_year":2014,"publication_date":"2014-06-10","ids":{"openalex":"https://openalex.org/W2030315117","doi":"https://doi.org/10.1145/2591971.2591998","mag":"2030315117"},"language":"en","primary_location":{"id":"doi:10.1145/2591971.2591998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591971.2591998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 ACM international conference on Measurement and modeling of 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/A5009413742","display_name":"Bogdan Ghi\u021b","orcid":"https://orcid.org/0000-0002-2530-8736"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bogdan Ghit","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands","Delft University of Technology, Delft, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands;","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031850480","display_name":"Nezih Yigitbasi","orcid":null},"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":"Nezih Yigitbasi","raw_affiliation_strings":["Intel Labs, Hillsboro, USA","Intel Laboratories, Hillsboro, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs, Hillsboro, USA","institution_ids":["https://openalex.org/I1343180700"]},{"raw_affiliation_string":"Intel Laboratories, Hillsboro, USA#TAB#","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006986556","display_name":"Alexandru Iosup","orcid":"https://orcid.org/0000-0001-8030-9398"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Iosup","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands","Delft University of Technology, Delft, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands;","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049227990","display_name":"Dick Epema","orcid":"https://orcid.org/0000-0002-1015-0075"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dick Epema","raw_affiliation_strings":["Delft University of Technology & Eindhoven University of Technology, Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology & Eindhoven University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874","https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.4077,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9881828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"341"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9972000122070312,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9966999888420105,"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":0.881026029586792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6601751446723938},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6588335037231445},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6102273464202881},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5852590203285217},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.561265766620636},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.50543212890625},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.49287986755371094},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.48343074321746826},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4831468462944031},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4567895531654358},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3306486904621124},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19000717997550964},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.134077250957489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.881026029586792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6601751446723938},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6588335037231445},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6102273464202881},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5852590203285217},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.561265766620636},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.50543212890625},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.49287986755371094},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.48343074321746826},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4831468462944031},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4567895531654358},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3306486904621124},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19000717997550964},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.134077250957489},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2591971.2591998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591971.2591998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 ACM international conference on Measurement and modeling of computer systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:publications/3887c566-51ae-4b5b-9b29-a41547320abc","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/3887c566-51ae-4b5b-9b29-a41547320abc","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ghit, B, Yigitbasi, M N, Iosup, A & Epema, D H J 2014, Balanced resource allocations across multiple dynamic MapReduce clusters. in 2014 ACM International Conference on Measurement and Modeling of Computer Systems (ACM Sigmetrics'14. Austin TX, USA, June 16-20, 2014). Association for Computing Machinery, Inc., New York NY, pp. 329-341, 2014 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 16-20 June, 2014, Austin, Texas, USA, Austin, Texas, United States, 16/06/14. https://doi.org/10.1145/2591971.2591998","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:776337","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=776337","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:776337","is_oa":false,"landing_page_url":"http://repository.tue.nl/776337","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:tue:oai:pure.tue.nl:publications/3887c566-51ae-4b5b-9b29-a41547320abc","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/3887c566-51ae-4b5b-9b29-a41547320abc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2014 ACM International Conference on Measurement and Modeling of Computer Systems (ACM Sigmetrics'14. Austin TX, USA, June 16-20, 2014), 329 - 341","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3234268007","display_name":null,"funder_award_id":"11881","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1599248213","https://openalex.org/W1681426122","https://openalex.org/W1890643295","https://openalex.org/W1978944824","https://openalex.org/W1984116073","https://openalex.org/W1985406480","https://openalex.org/W2022678927","https://openalex.org/W2031879787","https://openalex.org/W2048312304","https://openalex.org/W2055748525","https://openalex.org/W2093412843","https://openalex.org/W2096125134","https://openalex.org/W2097357093","https://openalex.org/W2098812784","https://openalex.org/W2098935637","https://openalex.org/W2104993419","https://openalex.org/W2105821080","https://openalex.org/W2105947650","https://openalex.org/W2108669526","https://openalex.org/W2109125344","https://openalex.org/W2114836622","https://openalex.org/W2135798231","https://openalex.org/W2138307431","https://openalex.org/W2150358078","https://openalex.org/W2152716591","https://openalex.org/W2155072926","https://openalex.org/W2163449191","https://openalex.org/W2163961697","https://openalex.org/W2164563254","https://openalex.org/W2173213060","https://openalex.org/W6658560993"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W1707372784","https://openalex.org/W2096006843"],"abstract_inverted_index":{"Running":[0],"multiple":[1],"instances":[2,60,81,97],"of":[3,32,44,107,152],"the":[4,42,49,77,101,125,138,145],"MapReduce":[5,50,80,96,121],"framework":[6],"concurrently":[7],"in":[8,36,41],"a":[9,52,69,91,105,117,150],"multicluster":[10],"system":[11],"or":[12],"datacenter":[13],"enables":[14],"data,":[15],"failure,":[16],"and":[17,112,114,143],"version":[18],"isolation,":[19,34],"which":[20,103,120],"is":[21,61,122],"attractive":[22],"for":[23,54,94,135],"many":[24],"organizations.":[25],"It":[26],"may":[27],"also":[28],"provide":[29],"some":[30],"form":[31],"performance":[33],"but":[35,130],"order":[37],"to":[38,48,58,75,79],"achieve":[39],"this":[40,64],"face":[43],"time-varying":[45],"workloads":[46],"submitted":[47],"instances,":[51],"mechanism":[53,70],"dynamic":[55],"resource":[56],"(re-)allocations":[57],"those":[59,133],"required.":[62],"In":[63],"paper,":[65],"we":[66],"present":[67],"such":[68],"called":[71],"Fawkes":[72,89,140],"that":[73,83,109,115,131],"attempts":[74],"balance":[76],"allocations":[78],"so":[82],"they":[84],"experience":[85],"similar":[86],"service":[87],"levels.":[88],"proposes":[90],"new":[92],"abstraction":[93],"deploying":[95],"on":[98,119,149],"physical":[99],"resources,":[100],"MR-cluster,":[102],"represents":[104],"set":[106],"resources":[108],"can":[110],"grow":[111],"shrink,":[113],"has":[116],"core":[118],"installed":[123],"with":[124,155],"usual":[126],"data":[127],"locality":[128],"assumptions":[129,134],"relaxes":[132],"nodes":[136],"outside":[137],"core.":[139],"dynamically":[141],"grows":[142],"shrinks":[144],"active":[146],"MR-clusters":[147],"based":[148],"family":[151],"weighting":[153],"policies":[154],"weights":[156],"derived":[157],"from":[158],"monitoring":[159],"their":[160],"operation.":[161]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}