{"id":"https://openalex.org/W2035051170","doi":"https://doi.org/10.1109/bigdata.2014.7004218","title":"PigOut: Making multiple Hadoop clusters work together","display_name":"PigOut: Making multiple Hadoop clusters work together","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2035051170","doi":"https://doi.org/10.1109/bigdata.2014.7004218","mag":"2035051170"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2014.7004218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004218","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/A5059587944","display_name":"Kyungho Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kyungho Jeon","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011105060","display_name":"Sharath Chandrashekhara","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharath Chandrashekhara","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091553419","display_name":"Feng Shen","orcid":"https://orcid.org/0000-0001-7076-766X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Shen","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068192523","display_name":"Shikhar Mehra","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shikhar Mehra","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071259962","display_name":"Oliver Kennedy","orcid":"https://orcid.org/0000-0003-0632-1668"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oliver Kennedy","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109113161","display_name":"Steven Y. Ko","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Y. Ko","raw_affiliation_strings":["University at Buffalo, State Univeristy of New York","University at Buffalo, the State Univeristy of New York"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"University at Buffalo, the State Univeristy of New York","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059587944"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":1.748,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89926042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"100","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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":0.9975000023841858,"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":0.9009127616882324},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.8482242822647095},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7682331800460815},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6671608090400696},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5549983382225037},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5050850510597229},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4621705412864685},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3568131923675537},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3330226242542267}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9009127616882324},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.8482242822647095},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7682331800460815},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6671608090400696},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5549983382225037},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5050850510597229},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4621705412864685},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3568131923675537},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3330226242542267},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2014.7004218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004218","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.706.987","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.706.987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://odin.cse.buffalo.edu/papers/2015/BIGDATA-pigout-final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1217794466","https://openalex.org/W1814568923","https://openalex.org/W1977658424","https://openalex.org/W1983833794","https://openalex.org/W1986824012","https://openalex.org/W2010657536","https://openalex.org/W2016758618","https://openalex.org/W2037712729","https://openalex.org/W2084807986","https://openalex.org/W2098935637","https://openalex.org/W2104993419","https://openalex.org/W2105746252","https://openalex.org/W2129666400","https://openalex.org/W2142031898","https://openalex.org/W4253562113","https://openalex.org/W6627959685"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W2046765700","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W4256669567"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"PigOut,":[3,16],"a":[4,17,21,26,30,61,107,115,156],"system":[5],"that":[6,68,131],"enables":[7],"federated":[8,159],"data":[9,22],"processing":[10],"over":[11],"multiple":[12,36,46,66,153],"Hadoop":[13,37,112],"clusters.":[14,38,54,72,82],"Using":[15],"user":[18],"(such":[19],"as":[20],"analyst)":[23],"can":[24],"write":[25,45],"single":[27],"script":[28,64],"in":[29,114],"high-level":[31],"language":[32,110],"to":[33,43,78,141],"efficiently":[34],"use":[35],"There":[39],"is":[40],"no":[41],"need":[42],"manually":[44,151],"scripts":[47,67,134,154],"and":[48,135,161],"coordinate":[49,79],"the":[50,124,163],"execution":[51,80],"for":[52,111,127,155],"different":[53,71],"PigOut":[55,74,86,103],"accomplishes":[56],"this":[57],"by":[58],"automatically":[59],"partitioning":[60],"single,":[62],"user-supplied":[63],"into":[65],"run":[69],"on":[70],"Additionally,":[73],"generates":[75],"workflow":[76,136],"descriptions":[77],"across":[81],"In":[83],"doing":[84],"so,":[85],"leverages":[87],"existing":[88],"tools":[89],"built":[90],"around":[91],"Hadoop,":[92],"avoiding":[93],"extra":[94],"effort":[95],"required":[96],"from":[97],"users":[98],"or":[99],"administrators.":[100],"For":[101],"example,":[102],"uses":[104],"Pig":[105],"Latin,":[106],"popular":[108],"query":[109],"MapReduce,":[113],"(virtually)":[116],"unmodified":[117],"form.":[118],"Through":[119],"our":[120,148],"evaluation":[121],"with":[122,150,165],"PigMix,":[123],"standard":[125],"benchmark":[126],"Pig,":[128],"we":[129],"demonstrate":[130],"PigOut's":[132,166],"automatically-generated":[133],"definitions":[137],"have":[138],"comparable":[139],"performance":[140],"manual,":[142],"hand-tuned":[143],"ones.":[144],"We":[145],"also":[146],"report":[147],"experience":[149],"writing":[152],"set":[157],"of":[158],"clusters,":[160],"compare":[162],"process":[164],"automated":[167],"approach.":[168]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
