{"id":"https://openalex.org/W2150708135","doi":"https://doi.org/10.1145/2588555.2610492","title":"Towards unified ad-hoc data processing","display_name":"Towards unified ad-hoc data processing","publication_year":2014,"publication_date":"2014-06-18","ids":{"openalex":"https://openalex.org/W2150708135","doi":"https://doi.org/10.1145/2588555.2610492","mag":"2150708135"},"language":"en","primary_location":{"id":"doi:10.1145/2588555.2610492","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2588555.2610492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM SIGMOD International Conference on Management of 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/A5068409408","display_name":"Xiaogang Shi","orcid":"https://orcid.org/0000-0002-0245-4749"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaogang Shi","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062357883","display_name":"Bin Cui","orcid":"https://orcid.org/0000-0003-1681-4677"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cui","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016115576","display_name":"Gillian Dobbie","orcid":"https://orcid.org/0000-0001-7245-0367"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Gillian Dobbie","raw_affiliation_strings":["University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024892041","display_name":"Beng Chin Ooi","orcid":"https://orcid.org/0000-0003-4446-1100"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Beng Chin Ooi","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068409408"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":1.724,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87101055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1263","last_page":"1274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9988999962806702,"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":0.9983000159263611,"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":0.9049451351165771},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5700410604476929},{"id":"https://openalex.org/keywords/declarative-programming","display_name":"Declarative programming","score":0.47454699873924255},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.46399375796318054},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.433369904756546},{"id":"https://openalex.org/keywords/post-hoc","display_name":"Post hoc","score":0.41387268900871277},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4126071333885193},{"id":"https://openalex.org/keywords/inductive-programming","display_name":"Inductive programming","score":0.26590877771377563},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.20060047507286072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9049451351165771},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5700410604476929},{"id":"https://openalex.org/C146206909","wikidata":"https://www.wikidata.org/wiki/Q531152","display_name":"Declarative programming","level":4,"score":0.47454699873924255},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.46399375796318054},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.433369904756546},{"id":"https://openalex.org/C2992886853","wikidata":"https://www.wikidata.org/wiki/Q18381816","display_name":"Post hoc","level":2,"score":0.41387268900871277},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4126071333885193},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.26590877771377563},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.20060047507286072},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2588555.2610492","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2588555.2610492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W73565369","https://openalex.org/W1492804197","https://openalex.org/W1493222705","https://openalex.org/W1493893823","https://openalex.org/W1494930385","https://openalex.org/W1871404425","https://openalex.org/W1967838552","https://openalex.org/W1969460277","https://openalex.org/W1970165929","https://openalex.org/W1982102332","https://openalex.org/W1994933468","https://openalex.org/W2014977566","https://openalex.org/W2016943912","https://openalex.org/W2058978608","https://openalex.org/W2059267851","https://openalex.org/W2080723374","https://openalex.org/W2086658561","https://openalex.org/W2093634202","https://openalex.org/W2098935637","https://openalex.org/W2101000001","https://openalex.org/W2105079611","https://openalex.org/W2106771621","https://openalex.org/W2110086534","https://openalex.org/W2112491581","https://openalex.org/W2140034560","https://openalex.org/W2146128955","https://openalex.org/W2148517439","https://openalex.org/W2153876009","https://openalex.org/W2153889808","https://openalex.org/W2161818013","https://openalex.org/W2173213060","https://openalex.org/W2176577076","https://openalex.org/W2240667924","https://openalex.org/W3139669840","https://openalex.org/W4247541922","https://openalex.org/W6629613022","https://openalex.org/W6681984522"],"related_works":["https://openalex.org/W1644865499","https://openalex.org/W2107072074","https://openalex.org/W2161156675","https://openalex.org/W2504620268","https://openalex.org/W3004782279","https://openalex.org/W1988194486","https://openalex.org/W2949190809","https://openalex.org/W180441780","https://openalex.org/W1549545745","https://openalex.org/W1024151587"],"abstract_inverted_index":{"It":[0],"is":[1,49],"important":[2],"to":[3,14,22,52,71,97],"provide":[4,80],"efficient":[5,81],"execution":[6,82],"for":[7,83],"ad-hoc":[8],"data":[9,76,154],"processing":[10,77,155],"programs.":[11,61,85,103,156],"In":[12,62],"contrast":[13],"constructing":[15],"complex":[16],"declarative":[17,109,122],"queries,":[18],"many":[19,33],"users":[20,34],"prefer":[21],"write":[23],"their":[24,39],"programs":[25,40,56],"using":[26,132],"procedural":[27,107,120],"code":[28],"with":[29],"simple":[30],"queries.":[31],"As":[32],"are":[35],"not":[36],"expert":[37],"programmers,":[38],"usually":[41],"exhibit":[42],"poor":[43],"performance":[44,148],"in":[45,102],"practice":[46],"and":[47,57,79,108,121,127],"it":[48],"a":[50,68,88,150],"challenge":[51],"automatically":[53],"optimize":[54],"these":[55],"efficiently":[58],"execute":[59],"the":[60,73,99,117,147],"this":[63],"paper,":[64],"we":[65,111],"present":[66],"UniAD,":[67],"system":[69],"designed":[70],"simplify":[72],"programming":[74],"of":[75,149,153],"tasks":[78],"user":[84],"We":[86,124],"propose":[87],"novel":[89],"intermediate":[90],"representation":[91],"named":[92],"UniQL":[93],"which":[94],"utilizes":[95],"HOQs":[96],"describe":[98,125],"operations":[100],"performed":[101],"By":[104],"combining":[105],"both":[106],"logics,":[110],"can":[112,144],"perform":[113],"various":[114],"optimizations":[115,126],"across":[116],"boundary":[118],"between":[119],"codes.":[123],"conduct":[128],"extensive":[129],"empirical":[130],"studies":[131],"UniAD.":[133],"The":[134],"experimental":[135],"results":[136],"on":[137],"four":[138],"benchmarks":[139],"demonstrate":[140],"that":[141],"our":[142],"techniques":[143],"significantly":[145],"improve":[146],"wide":[151],"range":[152]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
