{"id":"https://openalex.org/W2104993419","doi":"https://doi.org/10.14778/2367502.2367519","title":"Interactive analytical processing in big data systems","display_name":"Interactive analytical processing in big data systems","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2104993419","doi":"https://doi.org/10.14778/2367502.2367519","mag":"2104993419"},"language":"en","primary_location":{"id":"doi:10.14778/2367502.2367519","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2367502.2367519","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/A5015079760","display_name":"Yanpei Chen","orcid":"https://orcid.org/0000-0001-6010-263X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanpei Chen","raw_affiliation_strings":["University of California, Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083915579","display_name":"Sara Alspaugh","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Alspaugh","raw_affiliation_strings":["University of California, Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109560331","display_name":"Randy H. Katz","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy Katz","raw_affiliation_strings":["University of California, Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":123.4669,"has_fulltext":false,"cited_by_count":467,"citation_normalized_percentile":{"value":0.99981597,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"5","issue":"12","first_page":"1802","last_page":"1813"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9919000267982483,"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":0.8477387428283691},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7241484522819519},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6159281134605408},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5717065930366516},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5535335540771484},{"id":"https://openalex.org/keywords/relational-database-management-system","display_name":"Relational database management system","score":0.5518298745155334},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49466678500175476},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.491764098405838},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.430957555770874},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4118228554725647},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4013083279132843},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.21100232005119324},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19788077473640442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8477387428283691},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7241484522819519},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6159281134605408},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5717065930366516},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5535335540771484},{"id":"https://openalex.org/C24394798","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database management system","level":3,"score":0.5518298745155334},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49466678500175476},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.491764098405838},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.430957555770874},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4118228554725647},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4013083279132843},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.21100232005119324},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19788077473640442},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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:10.14778/2367502.2367519","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2367502.2367519","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":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309411","display_name":"University of California Berkeley","ror":"https://ror.org/01an7q238"},{"id":"https://openalex.org/F4320338292","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1523227732","https://openalex.org/W1579147384","https://openalex.org/W1965343327","https://openalex.org/W1967141605","https://openalex.org/W1985419898","https://openalex.org/W1992730709","https://openalex.org/W1995945562","https://openalex.org/W2013344760","https://openalex.org/W2017751491","https://openalex.org/W2022678927","https://openalex.org/W2035543557","https://openalex.org/W2047282676","https://openalex.org/W2058181149","https://openalex.org/W2070136743","https://openalex.org/W2074899371","https://openalex.org/W2074935284","https://openalex.org/W2094469165","https://openalex.org/W2098395496","https://openalex.org/W2103315535","https://openalex.org/W2105818147","https://openalex.org/W2110086534","https://openalex.org/W2110104287","https://openalex.org/W2110514750","https://openalex.org/W2111556044","https://openalex.org/W2112013978","https://openalex.org/W2112053513","https://openalex.org/W2114303224","https://openalex.org/W2119803607","https://openalex.org/W2122889548","https://openalex.org/W2126348339","https://openalex.org/W2128796442","https://openalex.org/W2130010548","https://openalex.org/W2130531694","https://openalex.org/W2138440835","https://openalex.org/W2142031898","https://openalex.org/W2153889808","https://openalex.org/W2157614013","https://openalex.org/W2163291889","https://openalex.org/W2163961697","https://openalex.org/W2164740236","https://openalex.org/W2173213060","https://openalex.org/W2294316975","https://openalex.org/W2583233440","https://openalex.org/W2751318774","https://openalex.org/W4253259359"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4390608645","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497"],"abstract_inverted_index":{"Within":[0],"the":[1,39,59,91],"past":[2],"few":[3],"years,":[4],"organizations":[5],"in":[6,36,77,90,115,134],"diverse":[7,155],"industries":[8],"have":[9,25,85],"adopted":[10],"MapReduce-based":[11],"systems":[12],"for":[13,44,190],"large-scale":[14,52],"data":[15,166,187],"processing.":[16],"Along":[17],"with":[18,97],"these":[19,82],"new":[20,23,79,83,128],"users,":[21],"important":[22,64],"workloads":[24,84,130,153],"emerged":[26],"which":[27,45,131,140,157],"feature":[28],"many":[29],"small,":[30],"short,":[31],"and":[32,73,111,119,139,171],"increasingly":[33],"interactive":[34,137],"jobs":[35,43],"addition":[37],"to":[38],"large,":[40],"long-running":[41],"batch":[42],"MapReduce":[46,102,129,162],"was":[47],"originally":[48],"designed.":[49],"As":[50],"interactive,":[51],"query":[53],"processing":[54,188],"is":[55,63,124,179],"a":[56,125,180,185],"strength":[57],"of":[58,101,127,144,150,173],"RDBMS":[60],"community,":[61],"it":[62],"that":[65,68],"lessons":[66],"from":[67,104],"field":[69],"be":[70],"carried":[71],"over":[72],"applied":[74],"where":[75],"possible":[76],"this":[78,95],"domain.":[80],"However,":[81],"not":[86],"yet":[87],"been":[88],"described":[89],"literature.":[92],"We":[93],"fill":[94],"gap":[96],"an":[98],"empirical":[99],"analysis":[100],"traces":[103],"six":[105],"separate":[106],"business-critical":[107],"deployments":[108],"inside":[109],"Facebook":[110],"at":[112],"Cloudera":[113],"customers":[114],"e-commerce,":[116],"telecommunications,":[117],"media,":[118],"retail.":[120],"Our":[121],"key":[122],"contribution":[123,178],"characterization":[126],"are":[132],"driven":[133],"part":[135],"by":[136],"analysis,":[138],"make":[141],"heavy":[142],"use":[143],"query-like":[145],"programming":[146],"frameworks":[147],"on":[148],"top":[149],"MapReduce.":[151,191],"These":[152],"display":[154],"behaviors":[156],"invalidate":[158],"prior":[159],"assumptions":[160],"about":[161],"such":[163],"as":[164],"uniform":[165],"access,":[167],"regular":[168],"diurnal":[169],"patterns,":[170],"prevalence":[172],"large":[174],"jobs.":[175],"A":[176],"secondary":[177],"first":[181],"step":[182],"towards":[183],"creating":[184],"TPC-like":[186],"benchmark":[189]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":43},{"year":2018,"cited_by_count":47},{"year":2017,"cited_by_count":48},{"year":2016,"cited_by_count":72},{"year":2015,"cited_by_count":69},{"year":2014,"cited_by_count":52},{"year":2013,"cited_by_count":42},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
