{"id":"https://openalex.org/W2026766278","doi":"https://doi.org/10.1109/bigdata.2014.7004222","title":"A cross-job framework for MapReduce scheduling","display_name":"A cross-job framework for MapReduce scheduling","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2026766278","doi":"https://doi.org/10.1109/bigdata.2014.7004222","mag":"2026766278"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2014.7004222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","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/A5058148236","display_name":"Xuejie Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xuejie Xiao","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039176528","display_name":"Jian Tang","orcid":"https://orcid.org/0000-0003-4418-0114"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Tang","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775424","display_name":"Zhenhua Chen","orcid":"https://orcid.org/0000-0002-0161-0236"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenhua Chen","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113574746","display_name":"Jielong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jielong Xu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse]","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101504222","display_name":"Chonggang Wang","orcid":"https://orcid.org/0000-0002-6691-5233"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chonggang Wang","raw_affiliation_strings":["InterDigital Communications Inc"],"affiliations":[{"raw_affiliation_string":"InterDigital Communications Inc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058148236"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16420209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"140"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9952999949455261,"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":0.9868000149726868,"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":0.8876857757568359},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.6299275755882263},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6140245199203491},{"id":"https://openalex.org/keywords/map-reduce","display_name":"Map reduce","score":0.5242246389389038},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5076051950454712},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5047804117202759},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4970915615558624},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4230022132396698},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2906150817871094},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23557069897651672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8876857757568359},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.6299275755882263},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6140245199203491},{"id":"https://openalex.org/C3019257732","wikidata":"https://www.wikidata.org/wiki/Q567759","display_name":"Map reduce","level":3,"score":0.5242246389389038},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5076051950454712},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5047804117202759},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4970915615558624},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4230022132396698},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2906150817871094},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23557069897651672},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2014.7004222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1854214752","https://openalex.org/W1861377444","https://openalex.org/W1976860187","https://openalex.org/W2003858189","https://openalex.org/W2005845593","https://openalex.org/W2010929544","https://openalex.org/W2013344760","https://openalex.org/W2024077218","https://openalex.org/W2102130607","https://openalex.org/W2102201348","https://openalex.org/W2104644701","https://openalex.org/W2106019582","https://openalex.org/W2173213060","https://openalex.org/W3149826745","https://openalex.org/W6639193275"],"related_works":["https://openalex.org/W2014963843","https://openalex.org/W44553394","https://openalex.org/W2608358066","https://openalex.org/W2763794325","https://openalex.org/W2305816400","https://openalex.org/W4251916935","https://openalex.org/W2040874448","https://openalex.org/W2942908007","https://openalex.org/W2780135465","https://openalex.org/W2604544541"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,21,56,64,91,103,151],"novel":[6],"cross-job":[7,109,115,140],"framework":[8,43,116],"for":[9],"MapReduce":[10,60,79,105],"scheduling,":[11],"which":[12,94],"aims":[13],"to":[14,84,123],"minimize":[15],"the":[16,45,53,77,113,139,146,155,161],"total":[17,147],"processing":[18,148],"time":[19,149],"of":[20,23,32,55,58,150,157],"sequence":[22,57,153],"related":[24,59],"jobs":[25,35,61],"by":[26,62,111],"combining":[27],"reduce":[28,144],"and":[29,36,70,129,154],"map":[30],"phases":[31],"two":[33],"consecutive":[34],"streaming":[37],"data":[38,68,158],"between":[39,67],"them.":[40],"The":[41],"proposed":[42,114],"has":[44],"following":[46],"desirable":[47],"properties:":[48],"(1)":[49],"It":[50,73,89],"can":[51,74,95,142],"accelerate":[52],"execution":[54],"achieving":[63],"good":[65],"tradeoff":[66],"locality":[69],"parallelism.":[71],"(2)":[72],"support":[75],"all":[76],"existing":[78],"applications":[80],"with":[81,97],"no":[82],"changes":[83],"their":[85],"source":[86],"code.":[87],"(3)":[88],"is":[90],"general":[92],"framework,":[93],"work":[96],"different":[98],"scheduling":[99],"algorithms.":[100],"We":[101,119],"built":[102],"new":[104],"runtime":[106],"system":[107],"called":[108],"Hadoop":[110,141],"integrating":[112],"into":[117],"Hadoop.":[118],"conducted":[120],"extensive":[121],"experiments":[122],"evaluate":[124],"its":[125],"performance":[126],"using":[127],"PageRank":[128],"an":[130],"Apache":[131],"Pig":[132],"application.":[133],"Our":[134],"experimental":[135],"results":[136],"show":[137],"that":[138],"significantly":[143],"both":[145],"job":[152],"size":[156],"transferred":[159],"over":[160],"network.":[162]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
