{"id":"https://openalex.org/W2049400253","doi":"https://doi.org/10.14778/2536206.2536213","title":"Hadoop's adolescence","display_name":"Hadoop's adolescence","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2049400253","doi":"https://doi.org/10.14778/2536206.2536213","mag":"2049400253"},"language":"en","primary_location":{"id":"doi:10.14778/2536206.2536213","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2536206.2536213","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-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/A5016525205","display_name":"Kai Ren","orcid":"https://orcid.org/0000-0003-4704-5743"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kai Ren","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102246987","display_name":"YongChul Kwon","orcid":"https://orcid.org/0009-0002-8525-2735"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"YongChul Kwon","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064988079","display_name":"Magdalena Ba\u0142azi\u0144ska","orcid":"https://orcid.org/0000-0002-6805-0325"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magdalena Balazinska","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007124763","display_name":"Bill Howe","orcid":"https://orcid.org/0000-0001-8588-8472"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bill Howe","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016525205"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":36.4032,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.99674103,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"6","issue":"10","first_page":"853","last_page":"864"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9994000196456909,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.811951220035553},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.7923522591590881},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7487550973892212},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6023999452590942},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5572835206985474},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5136091709136963},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4399811625480652},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.299763560295105},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2090253233909607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1372237205505371}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811951220035553},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.7923522591590881},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7487550973892212},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6023999452590942},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5572835206985474},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5136091709136963},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4399811625480652},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.299763560295105},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2090253233909607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1372237205505371},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/2536206.2536213","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2536206.2536213","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306202","display_name":"Gordon and Betty Moore Foundation","ror":"https://ror.org/006wxqw41"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320952","display_name":"International Science and Technology Center","ror":"https://ror.org/03fn1w943"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1547205936","https://openalex.org/W1579147384","https://openalex.org/W1993892970","https://openalex.org/W2028617807","https://openalex.org/W2074663022","https://openalex.org/W2090452820","https://openalex.org/W2098935637","https://openalex.org/W2104993419","https://openalex.org/W2110104287","https://openalex.org/W2114303224","https://openalex.org/W2122950698","https://openalex.org/W2126354234","https://openalex.org/W2132353061","https://openalex.org/W2139274913","https://openalex.org/W2140509629","https://openalex.org/W2150593711","https://openalex.org/W2163291889","https://openalex.org/W2167927436","https://openalex.org/W2170616854","https://openalex.org/W2173213060","https://openalex.org/W2294316975","https://openalex.org/W2949588900","https://openalex.org/W4252579700"],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W4390608645","https://openalex.org/W178231042","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W4247566972","https://openalex.org/W2366083136","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351"],"abstract_inverted_index":{"We":[0,47,56,78,88],"analyze":[1],"Hadoop":[2,40,51,118],"workloads":[3],"from":[4,9],"three":[5],"di?erent":[6],"research":[7],"clusters":[8],"a":[10,98],"user-centric":[11],"perspective.":[12],"The":[13],"goal":[14],"is":[15,42],"to":[16],"better":[17],"understand":[18],"data":[19,129],"scientists'":[20],"use":[21,29,127],"of":[22,30,50,85,105,117],"the":[23,28,31,76,102,112],"system":[24,32],"and":[25,54,63,69,93,119],"how":[26],"well":[27],"matches":[33],"its":[34,45,125],"design.":[35],"Our":[36],"analysis":[37],"suggests":[38],"that":[39,90],"usage":[41,62],"still":[43],"in":[44,60,75,97],"adolescence.":[46],"see":[48,57],"underuse":[49],"features,":[52],"extensions,":[53],"tools.":[55],"significant":[58,81,121],"diversity":[59],"resource":[61],"application":[64],"styles,":[65],"including":[66],"some":[67],"interactive":[68],"iterative":[70],"workloads,":[71],"motivating":[72],"new":[73],"tools":[74],"ecosystem.":[77],"also":[79],"observe":[80],"opportunities":[82,122],"for":[83,123,128],"optimizations":[84],"these":[86],"workloads.":[87],"find":[89,120],"job":[91],"customization":[92],"configuration":[94],"are":[95],"used":[96],"narrow":[99],"scope,":[100],"suggesting":[101],"future":[103],"pursuit":[104],"automatic":[106],"tuning":[107],"systems.":[108],"Overall,":[109],"we":[110],"present":[111],"first":[113],"user-centered":[114],"measurement":[115],"study":[116],"improving":[124],"efficient":[126],"scientists.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}