{"id":"https://openalex.org/W3011207305","doi":"https://doi.org/10.1007/s10619-020-07288-w","title":"Self-driving database systems: a conceptual approach","display_name":"Self-driving database systems: a conceptual approach","publication_year":2020,"publication_date":"2020-03-16","ids":{"openalex":"https://openalex.org/W3011207305","doi":"https://doi.org/10.1007/s10619-020-07288-w","mag":"3011207305"},"language":"en","primary_location":{"id":"doi:10.1007/s10619-020-07288-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10619-020-07288-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10619-020-07288-w.pdf","source":{"id":"https://openalex.org/S35927321","display_name":"Distributed and Parallel Databases","issn_l":"0926-8782","issn":["0926-8782","1573-7578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed and Parallel Databases","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10619-020-07288-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049531239","display_name":"Jan Kossmann","orcid":"https://orcid.org/0000-0003-1832-7282"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Kossmann","raw_affiliation_strings":["Hasso Plattner Institute, University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040299204","display_name":"Rainer Schl\u00f6\u00dfer","orcid":"https://orcid.org/0000-0002-6627-4026"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Schlosser","raw_affiliation_strings":["Hasso Plattner Institute, University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049531239"],"corresponding_institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":1.6136,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84160305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"38","issue":"4","first_page":"795","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.996999979019165,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9955999851226807,"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":0.8137410879135132},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.699332594871521},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6675302386283875},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5292648077011108},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5081896781921387},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.433248370885849},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.371365487575531}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137410879135132},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.699332594871521},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6675302386283875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5292648077011108},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5081896781921387},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.433248370885849},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.371365487575531},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10619-020-07288-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10619-020-07288-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10619-020-07288-w.pdf","source":{"id":"https://openalex.org/S35927321","display_name":"Distributed and Parallel Databases","issn_l":"0926-8782","issn":["0926-8782","1573-7578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed and Parallel Databases","raw_type":"journal-article"},{"id":"pmh:oai:kobv.de-opus4-uni-potsdam:56504","is_oa":true,"landing_page_url":"https://publishup.uni-potsdam.de/frontdoor/index/index/docId/56504","pdf_url":null,"source":{"id":"https://openalex.org/S4306400594","display_name":"publish.UP (University of Potsdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176453806","host_organization_name":"University of Potsdam","host_organization_lineage":["https://openalex.org/I176453806"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10619-020-07288-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10619-020-07288-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10619-020-07288-w.pdf","source":{"id":"https://openalex.org/S35927321","display_name":"Distributed and Parallel Databases","issn_l":"0926-8782","issn":["0926-8782","1573-7578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Distributed and Parallel Databases","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011207305.pdf","grobid_xml":"https://content.openalex.org/works/W3011207305.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1521464082","https://openalex.org/W1553825122","https://openalex.org/W1556530724","https://openalex.org/W1590637314","https://openalex.org/W1851390469","https://openalex.org/W1878704230","https://openalex.org/W1929129593","https://openalex.org/W1990911977","https://openalex.org/W2026024369","https://openalex.org/W2065672113","https://openalex.org/W2068448124","https://openalex.org/W2081728040","https://openalex.org/W2083658889","https://openalex.org/W2097571405","https://openalex.org/W2098443134","https://openalex.org/W2099023682","https://openalex.org/W2122792880","https://openalex.org/W2133741724","https://openalex.org/W2167978511","https://openalex.org/W2168503413","https://openalex.org/W2188062232","https://openalex.org/W2584555500","https://openalex.org/W2613206411","https://openalex.org/W2798504574","https://openalex.org/W2799015892","https://openalex.org/W2806056912","https://openalex.org/W2890276152","https://openalex.org/W2913631065","https://openalex.org/W2918549777","https://openalex.org/W2927747968","https://openalex.org/W2934461450","https://openalex.org/W2944240329","https://openalex.org/W2949547427","https://openalex.org/W2950480046","https://openalex.org/W2955588254","https://openalex.org/W2997069339","https://openalex.org/W2998249308","https://openalex.org/W3021961968","https://openalex.org/W3100094460","https://openalex.org/W3105457604","https://openalex.org/W3159820712","https://openalex.org/W4210805783","https://openalex.org/W6733403177","https://openalex.org/W6759199104"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1852113167","https://openalex.org/W1493858311","https://openalex.org/W1824242903","https://openalex.org/W2155470929","https://openalex.org/W2394465510","https://openalex.org/W2111125783"],"abstract_inverted_index":{"Abstract":[0],"Challenges":[1],"for":[2,42],"self-driving":[3,43],"database":[4,44,48],"systems,":[5],"which":[6,77],"tune":[7],"their":[8],"physical":[9],"design":[10],"and":[11,27,50,72,94,117],"configuration":[12],"autonomously,":[13],"are":[14,75],"manifold:":[15],"Such":[16],"systems":[17,45],"have":[18],"to":[19,85,105],"anticipate":[20],"future":[21],"workloads,":[22],"find":[23],"robust":[24],"configurations":[25],"efficiently,":[26],"incorporate":[28],"knowledge":[29],"gained":[30],"by":[31,58],"previous":[32],"actions":[33],"into":[34],"later":[35],"decisions.":[36],"We":[37],"present":[38],"a":[39,99],"component-based":[40],"framework":[41,70],"that":[46,82],"enables":[47],"integration":[49],"development":[51],"of":[52,62,68,119],"self-managing":[53],"functionality":[54],"with":[55,122],"low":[56],"overhead":[57],"relying":[59],"on":[60],"separation":[61],"concerns.":[63],"By":[64],"keeping":[65],"the":[66,69,115],"components":[67],"reusable":[71],"exchangeable,":[73],"experiments":[74],"simplified,":[76],"promotes":[78],"further":[79],"research":[80],"in":[81],"area.":[83],"Moreover,":[84],"optimize":[86],"multiple":[87],"mutually":[88],"dependent":[89],"features,":[90],"e.g.,":[91],"index":[92],"selection":[93],"compression":[95],"configurations,":[96],"we":[97,113],"propose":[98],"linear":[100],"programming":[101],"(LP)":[102],"based":[103],"algorithm":[104],"derive":[106],"an":[107],"efficient":[108],"tuning":[109],"order":[110],"automatically.":[111],"Afterwards,":[112],"demonstrate":[114],"applicability":[116],"scalability":[118],"our":[120],"approach":[121],"reproducible":[123],"examples.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}