{"id":"https://openalex.org/W2057546223","doi":"https://doi.org/10.1145/2463676.2465333","title":"Generalized scale independence through incremental precomputation","display_name":"Generalized scale independence through incremental precomputation","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2057546223","doi":"https://doi.org/10.1145/2463676.2465333","mag":"2057546223"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465333","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 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/A5073379366","display_name":"Michael Armbrust","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Armbrust","raw_affiliation_strings":["Google, Inc, Mountain View, CA, USA","Google Inc., Mountain View, CA USA"],"affiliations":[{"raw_affiliation_string":"Google, Inc, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google Inc., Mountain View, CA USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064891668","display_name":"Eric Liang","orcid":"https://orcid.org/0000-0002-3760-6845"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"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":"Eric Liang","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034086130","display_name":"Tim Kraska","orcid":"https://orcid.org/0009-0003-2414-2759"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Kraska","raw_affiliation_strings":["Brown University, Providence, CA, USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, CA, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088855767","display_name":"Armando Fox","orcid":"https://orcid.org/0000-0002-6096-4931"},"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"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armando Fox","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102019638","display_name":"Michael J. Franklin","orcid":"https://orcid.org/0000-0003-3332-8574"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"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":"Michael J. Franklin","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077202069","display_name":"David A. Patterson","orcid":"https://orcid.org/0000-0003-0902-7093"},"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"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David A. Patterson","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073379366"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":6.5242,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96995173,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"625","last_page":"636"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9991000294685364,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.983299970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/precomputation","display_name":"Precomputation","score":0.8683699369430542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8002339601516724},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7870587110519409},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.7213519215583801},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6235944628715515},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49486202001571655},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.48171645402908325},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4393305778503418},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42926207184791565},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42256516218185425},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4165361225605011},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3789924681186676},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2797001600265503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23591217398643494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1736319661140442},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12378764152526855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09863251447677612}],"concepts":[{"id":"https://openalex.org/C159379195","wikidata":"https://www.wikidata.org/wiki/Q7239568","display_name":"Precomputation","level":3,"score":0.8683699369430542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8002339601516724},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7870587110519409},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.7213519215583801},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6235944628715515},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49486202001571655},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.48171645402908325},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4393305778503418},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42926207184791565},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42256516218185425},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4165361225605011},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3789924681186676},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2797001600265503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23591217398643494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1736319661140442},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12378764152526855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09863251447677612},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2463676.2465333","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W125053135","https://openalex.org/W180056467","https://openalex.org/W1502629466","https://openalex.org/W1648759563","https://openalex.org/W1775738142","https://openalex.org/W1977841655","https://openalex.org/W2008552727","https://openalex.org/W2017782374","https://openalex.org/W2038176938","https://openalex.org/W2045221570","https://openalex.org/W2074489032","https://openalex.org/W2075451706","https://openalex.org/W2100444372","https://openalex.org/W2102764191","https://openalex.org/W2103201239","https://openalex.org/W2116476518","https://openalex.org/W2122816893","https://openalex.org/W2124711321","https://openalex.org/W2125691260","https://openalex.org/W2126321570","https://openalex.org/W2126707271","https://openalex.org/W2153704625","https://openalex.org/W2164049396","https://openalex.org/W2252148092","https://openalex.org/W2295596515","https://openalex.org/W2950416404","https://openalex.org/W2950627632","https://openalex.org/W2963511602","https://openalex.org/W3000682779","https://openalex.org/W3152002993","https://openalex.org/W4249823756","https://openalex.org/W6605102469","https://openalex.org/W6764861194"],"related_works":["https://openalex.org/W126258643","https://openalex.org/W2157769033","https://openalex.org/W2096978683","https://openalex.org/W2687399516","https://openalex.org/W2543067032","https://openalex.org/W2170398238","https://openalex.org/W3029113864","https://openalex.org/W2020308516","https://openalex.org/W414359703","https://openalex.org/W4242327143"],"abstract_inverted_index":{"Developers":[0],"of":[1,24,40,52,55,72],"rapidly":[2],"growing":[3],"applications":[4],"must":[5],"be":[6],"able":[7],"to":[8,31,44,65],"anticipate":[9],"potential":[10],"scalability":[11],"problems":[12],"before":[13],"they":[14],"cause":[15],"performance":[16],"issues":[17],"in":[18,48],"production":[19],"environments.":[20],"A":[21],"new":[22],"type":[23],"data":[25],"independence,":[26,29],"called":[27],"scale":[28],"seeks":[30],"address":[32],"this":[33],"challenge":[34],"by":[35],"guaranteeing":[36],"a":[37],"bounded":[38],"amount":[39],"work":[41],"is":[42],"required":[43],"execute":[45],"all":[46],"queries":[47,73,85],"an":[49],"application,":[50],"independent":[51],"the":[53,56,70],"size":[54],"underlying":[57],"data.":[58],"While":[59],"optimization":[60],"strategies":[61],"have":[62],"been":[63],"developed":[64],"provide":[66],"these":[67],"guarantees":[68],"for":[69,86],"class":[71],"that":[74],"are":[75,83,90],"scale-independent":[76],"when":[77],"executed":[78],"using":[79],"simple":[80],"indexes,":[81],"there":[82],"important":[84],"which":[87],"such":[88],"techniques":[89],"insufficient.":[91]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
