{"id":"https://openalex.org/W2585407596","doi":"https://doi.org/10.1109/bigdata.2016.7840636","title":"MuSQLE: Distributed SQL query execution over multiple engine environments","display_name":"MuSQLE: Distributed SQL query execution over multiple engine environments","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2585407596","doi":"https://doi.org/10.1109/bigdata.2016.7840636","mag":"2585407596"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2016.7840636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","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/A5108585759","display_name":"Victor Giannakouris","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Victor Giannakouris","raw_affiliation_strings":["Computing Systems Laboratory, National and Technical University of Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Systems Laboratory, National and Technical University of Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032003787","display_name":"Nikolaos Papailiou","orcid":"https://orcid.org/0000-0001-6030-2762"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Papailiou","raw_affiliation_strings":["Computing Systems Laboratory, National and Technical University of Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Systems Laboratory, National and Technical University of Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005628435","display_name":"Dimitrios Tsoumakos","orcid":"https://orcid.org/0000-0003-4420-8949"},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Tsoumakos","raw_affiliation_strings":["Department of Informatics, Ionian University, Corfu, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Ionian University, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023526161","display_name":"Nectarios Koziris","orcid":"https://orcid.org/0000-0002-4890-8427"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nectarios Koziris","raw_affiliation_strings":["Computing Systems Laboratory, National and Technical University of Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Systems Laboratory, National and Technical University of Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"452","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9993000030517578,"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/T11106","display_name":"Data Management and Algorithms","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8829523324966431},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.7883945107460022},{"id":"https://openalex.org/keywords/query-by-example","display_name":"Query by Example","score":0.6233875751495361},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.6223093867301941},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4944276809692383},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.47795534133911133},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.4572342336177826},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4330451190471649},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.41307157278060913},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.31085455417633057},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.2720211446285248},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20877644419670105},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17328792810440063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8829523324966431},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.7883945107460022},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.6233875751495361},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.6223093867301941},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4944276809692383},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.47795534133911133},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.4572342336177826},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4330451190471649},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.41307157278060913},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.31085455417633057},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.2720211446285248},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20877644419670105},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17328792810440063}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2016.7840636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W106164280","https://openalex.org/W1556640847","https://openalex.org/W1589271613","https://openalex.org/W1966579513","https://openalex.org/W2029894060","https://openalex.org/W2038412523","https://openalex.org/W2041780659","https://openalex.org/W2086851811","https://openalex.org/W2136632987","https://openalex.org/W2139445852","https://openalex.org/W2153180521","https://openalex.org/W2180737804","https://openalex.org/W2260616469","https://openalex.org/W2280236292","https://openalex.org/W2396309311","https://openalex.org/W2437298538","https://openalex.org/W6604260118","https://openalex.org/W6635143920","https://openalex.org/W6685825214","https://openalex.org/W6695145194"],"related_works":["https://openalex.org/W319014924","https://openalex.org/W2406556739","https://openalex.org/W2152149667","https://openalex.org/W2554271401","https://openalex.org/W2970853428","https://openalex.org/W4244527061","https://openalex.org/W2161787409","https://openalex.org/W2353434938","https://openalex.org/W1977383094","https://openalex.org/W1003283331"],"abstract_inverted_index":{"Multi-engine":[0,63],"analytics":[1,61,135],"has":[2],"been":[3],"gaining":[4],"an":[5],"increasing":[6],"amount":[7],"of":[8,31,81,103,116,162,252,257,268],"attention":[9],"from":[10],"both":[11,148],"the":[12,15,24,29,79,114,172,220,243,266],"academic":[13],"and":[14,26,34,54,58,150,175,205,232],"industrial":[16],"community":[17],"as":[18,72],"it":[19],"can":[20,68,140,249],"successfully":[21],"cope":[22],"with":[23,109,193],"heterogeneity":[25],"complexity":[27],"that":[28,50,78,89,178],"plethora":[30],"frameworks,":[32],"technologies":[33],"requirements":[35],"have":[36],"brought":[37],"forth.":[38],"It":[39],"is":[40,74,191],"now":[41],"common":[42],"for":[43,94,133,147,171,183,200,259,265],"a":[44,75,87,131,157,167,194],"data":[45,49],"analyst":[46],"to":[47,180,239,254],"combine":[48],"resides":[51],"on":[52,66,242],"multiple":[53,95],"totally":[55],"independent":[56],"engines":[57,121,145,264],"perform":[59,209],"complex":[60],"queries.":[62],"solutions":[64,85],"based":[65],"SQL":[67,73,144,185],"facilitate":[69],"such":[70],"efforts,":[71],"popular":[76],"standard":[77],"majority":[80],"data-scientists":[82],"understands.":[83],"Existing":[84],"propose":[86],"middleware":[88],"centrally":[90],"optimizes":[91],"query":[92,176,196,203,270],"execution":[93,223,246,267],"engines.":[96],"Yet,":[97],"this":[98,126],"approach":[99],"requires":[100],"manual":[101,163],"integration":[102],"every":[104],"primitive":[105],"engine":[106,152,186,189],"operator":[107],"along":[108],"its":[110,237],"cost":[111,173],"model,":[112],"rendering":[113],"process":[115],"adding":[117,198],"new":[118],"operators":[119],"or":[120],"highly":[122],"inextensible.":[123],"To":[124],"address":[125],"issue":[127],"we":[128],"present":[129],"MuSQLE,":[130,235],"system":[132],"SQL-based":[134],"over":[136],"multi-engine":[137,202,215],"environments.":[138],"MuSQLE":[139,165,248],"efficiently":[141],"utilize":[142],"external":[143],"allowing":[146],"intra":[149],"inter":[151],"optimizations.":[153],"Our":[154,188,225],"framework":[155],"adopts":[156],"novel":[158],"API-based":[159],"strategy.":[160],"Instead":[161],"integration,":[164],"specifies":[166],"generic":[168],"API,":[169],"used":[170],"estimation":[174],"execution,":[177],"needs":[179],"be":[181],"implemented":[182],"each":[184],"endpoint.":[187],"API":[190],"integrated":[192],"state-of-the-art":[195],"optimizer,":[197],"support":[199],"location-based,":[201],"optimization":[204],"letting":[206],"individual":[207,269],"runtimes":[208],"sub-query":[210],"physical":[211],"optimization.":[212],"The":[213],"derived":[214],"plans":[216],"are":[217],"executed":[218],"using":[219],"Spark":[221],"distributed":[222],"framework.":[224],"detailed":[226],"experimental":[227],"evaluation,":[228],"integrating":[229],"PostgreSQL,":[230],"MemSQL":[231],"SparkSQL":[233],"under":[234],"demonstrates":[236],"ability":[238],"accurately":[240],"decide":[241],"most":[244],"suitable":[245],"engine.":[247],"provide":[250],"speedups":[251],"up":[253],"1":[255],"order":[256],"magnitude":[258],"TPCH":[260],"queries,":[261],"leveraging":[262],"different":[263],"parts.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
