{"id":"https://openalex.org/W2045635963","doi":"https://doi.org/10.1109/noms.2012.6212006","title":"Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle","display_name":"Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2045635963","doi":"https://doi.org/10.1109/noms.2012.6212006","mag":"2045635963"},"language":"en","primary_location":{"id":"doi:10.1109/noms.2012.6212006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2012.6212006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090056582","display_name":"Abhishek Verma","orcid":"https://orcid.org/0000-0002-0491-178X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Verma","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, IL, USA","[University of Illinois, at Urbana-Champaign, IL, US]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois, at Urbana-Champaign, IL, US]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016669578","display_name":"Ludmila Cherkasova","orcid":"https://orcid.org/0000-0002-9333-4901"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"L. Cherkasova","raw_affiliation_strings":["Hewlett Packard Laboratory, Palo Alto, CA, USA","Hewlett-Packard Labs, Palo Alto, CA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Laboratory, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Labs, Palo Alto, CA, US","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101673409","display_name":"Vijay Kumar","orcid":"https://orcid.org/0000-0002-2996-7181"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V. S. Kumar","raw_affiliation_strings":["Hewlett Packard Laboratory, Palo Alto, CA, USA","Hewlett-Packard Labs, Palo Alto, CA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Laboratory, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"Hewlett-Packard Labs, Palo Alto, CA, US","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065622216","display_name":"Roy H. Campbell","orcid":"https://orcid.org/0000-0002-3754-7777"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. H. Campbell","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, IL, USA","[University of Illinois, at Urbana-Champaign, IL, US]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois, at Urbana-Champaign, IL, US]","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"900","last_page":"905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9930999875068665,"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":0.9916999936103821,"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":0.8697582483291626},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8499486446380615},{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.6107326149940491},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6032947301864624},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5796478986740112},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5653167963027954},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5177168250083923},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5117440223693848},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.5075169801712036},{"id":"https://openalex.org/keywords/de-facto","display_name":"De facto","score":0.44818946719169617},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.41323456168174744},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2869384288787842},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22664004564285278},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16153118014335632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8697582483291626},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8499486446380615},{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.6107326149940491},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6032947301864624},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5796478986740112},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5653167963027954},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5177168250083923},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5117440223693848},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.5075169801712036},{"id":"https://openalex.org/C2992317946","wikidata":"https://www.wikidata.org/wiki/Q712144","display_name":"De facto","level":2,"score":0.44818946719169617},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.41323456168174744},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2869384288787842},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22664004564285278},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16153118014335632},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/noms.2012.6212006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2012.6212006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.876.3134","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.876.3134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Ludmila_Cherkasova/publication/261413388_Deadline-based_workload_management_for_MapReduce_environments_Pieces_of_the_performance_puzzle/links/00b7d537a8a5e5d16d000000.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.879.5927","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.879.5927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Ludmila_Cherkasova/publication/261413388_Deadline-based_workload_management_for_MapReduce_environments_Pieces_of_the_performance_puzzle/links/00b4952d2e22eec399000000.pdf?inViewer%3Dtrue","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5299999713897705,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1501066815","https://openalex.org/W1504327134","https://openalex.org/W1508832460","https://openalex.org/W1693740679","https://openalex.org/W2002472616","https://openalex.org/W2009356031","https://openalex.org/W2016559894","https://openalex.org/W2048898205","https://openalex.org/W2058047606","https://openalex.org/W2060847221","https://openalex.org/W2090732649","https://openalex.org/W2096125134","https://openalex.org/W2101196063","https://openalex.org/W2112013978","https://openalex.org/W2117609978","https://openalex.org/W2122967269","https://openalex.org/W2178204534","https://openalex.org/W4246315676","https://openalex.org/W6630471841"],"related_works":["https://openalex.org/W2376859990","https://openalex.org/W2912704652","https://openalex.org/W2381161177","https://openalex.org/W2319226115","https://openalex.org/W830772239","https://openalex.org/W2970750595","https://openalex.org/W2366601680","https://openalex.org/W2392193501","https://openalex.org/W2738649048","https://openalex.org/W2387929917"],"abstract_inverted_index":{"Hadoop":[0],"and":[1,41,87,103,120],"the":[2,8,65,74,110,113,118,140,144],"associated":[3,26],"MapReduce":[4,24,55,152],"paradigm,":[5],"has":[6],"become":[7],"de":[9],"facto":[10],"platform":[11],"for":[12,53,70,80,101],"cost-effective":[13],"analytics":[14],"over":[15,132],"\u201cBig":[16],"Data\u201d.":[17],"There":[18],"is":[19],"an":[20,127],"increasing":[21],"number":[22,84],"of":[23,45,85,123,130,147],"applications":[25],"with":[27,57,93],"live":[28],"business":[29],"intelligence":[30],"that":[31,48],"require":[32],"completion":[33,95],"time":[34,96],"guarantees.":[35],"In":[36],"this":[37],"work,":[38],"we":[39,62],"introduce":[40],"analyze":[42,117],"a":[43,68,78,82,94,99],"set":[44,129],"complementary":[46],"mechanisms":[47,61,138],"enhance":[49],"workload":[50,134,149],"management":[51,150],"decisions":[52],"processing":[54,75],"jobs":[56],"deadlines.":[58],"The":[59,136],"three":[60],"consider":[63],"are":[64],"following:":[66],"1)":[67],"policy":[69],"job":[71,92],"ordering":[72],"in":[73,109,143,151],"queue;":[76],"2)":[77],"mechanism":[79,100,125],"allocating":[81,102],"tailored":[83],"map":[86],"reduce":[88],"slots":[89],"to":[90],"each":[91,124],"requirement;":[97],"3)":[98],"deallocating":[104],"(if":[105],"necessary)":[106],"spare":[107],"resources":[108],"system":[111],"among":[112],"active":[114],"jobs.":[115],"We":[116],"functionality":[119],"performance":[121,145],"benefits":[122],"via":[126],"extensive":[128],"simulations":[131],"diverse":[133],"sets.":[135],"proposed":[137],"form":[139],"integral":[141],"pieces":[142],"puzzle":[146],"automated":[148],"environments.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}