{"id":"https://openalex.org/W2003858189","doi":"https://doi.org/10.1109/infcom.2012.6195473","title":"Joint scheduling of processing and Shuffle phases in MapReduce systems","display_name":"Joint scheduling of processing and Shuffle phases in MapReduce systems","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2003858189","doi":"https://doi.org/10.1109/infcom.2012.6195473","mag":"2003858189"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2012.6195473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","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/A5102262806","display_name":"Fangfei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangfei Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, The Penn State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Penn State University, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108507325","display_name":"Murali Kodialam","orcid":null},"institutions":[{"id":"https://openalex.org/I1322087612","display_name":"Alcatel Lucent (Germany)","ror":"https://ror.org/00c5mwp75","country_code":"DE","type":"company","lineage":["https://openalex.org/I1322087612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Murali Kodialam","raw_affiliation_strings":["Bell Laboratories, Alcatel-Lucent","Bell Laboratories, Alcatel-Lucent, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bell Laboratories, Alcatel-Lucent","institution_ids":["https://openalex.org/I1322087612"]},{"raw_affiliation_string":"Bell Laboratories, Alcatel-Lucent, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079816803","display_name":"T. V. Lakshman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. V. Lakshman","raw_affiliation_strings":["Bell Laboratories, Alcatel-Lucent, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bell Laboratories, Alcatel-Lucent, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":97,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1143","last_page":"1151"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9962999820709229,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8562730550765991},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7765659093856812},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6993763446807861},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6093877553939819},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.599173903465271},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4125460982322693},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.24231767654418945},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.06250077486038208},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.059570640325546265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8562730550765991},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7765659093856812},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6993763446807861},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6093877553939819},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.599173903465271},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4125460982322693},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24231767654418945},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.06250077486038208},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.059570640325546265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcom.2012.6195473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1531908439","https://openalex.org/W1995991861","https://openalex.org/W2012491806","https://openalex.org/W2013639761","https://openalex.org/W2022678927","https://openalex.org/W2046471719","https://openalex.org/W2096125134","https://openalex.org/W2104680817","https://openalex.org/W2110104287","https://openalex.org/W2110514750","https://openalex.org/W2139534004","https://openalex.org/W2150207209","https://openalex.org/W2150446509","https://openalex.org/W2173213060","https://openalex.org/W2175640098","https://openalex.org/W2341350247","https://openalex.org/W2743045177","https://openalex.org/W4239337465","https://openalex.org/W6631747956","https://openalex.org/W6676421412"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W2987774938","https://openalex.org/W2503553253","https://openalex.org/W2012090098"],"abstract_inverted_index":{"MapReduce":[0,14,46,77],"has":[1],"emerged":[2],"as":[3],"an":[4],"important":[5],"paradigm":[6],"for":[7,96],"processing":[8],"data":[9,12],"in":[10],"large":[11],"centers.":[13],"is":[15],"a":[16,80],"three":[17,56,73],"phase":[18],"algorithm":[19],"comprising":[20],"of":[21,45,54,69,75,82,87],"Map,":[22],"Shuffle":[23],"and":[24,91,105],"Reduce":[25],"phases.":[26],"Due":[27],"to":[28,41,58,109],"its":[29],"widespread":[30],"deployment,":[31],"there":[32],"have":[33],"been":[34],"several":[35,107],"recent":[36],"papers":[37],"outlining":[38],"practical":[39,94],"schemes":[40],"improve":[42],"the":[43,55,67,76,84,88,98,111],"performance":[44,60],"systems.":[47],"All":[48],"these":[49],"efforts":[50],"focus":[51],"on":[52],"one":[53],"phases":[57,74],"obtain":[59],"improvement.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"consider":[66],"problem":[68],"jointly":[70],"scheduling":[71,90,97,113],"all":[72],"process":[78],"with":[79],"view":[81],"understanding":[83],"theoretical":[85],"complexity":[86],"joint":[89,112],"working":[92],"towards":[93],"heuristics":[95,108],"tasks.":[99],"We":[100],"give":[101],"guaranteed":[102],"approximation":[103],"algorithms":[104],"outline":[106],"solve":[110],"problem.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":19},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}