{"id":"https://openalex.org/W3083533005","doi":"https://doi.org/10.1007/s00778-020-00612-x","title":"RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems","display_name":"RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems","publication_year":2020,"publication_date":"2020-05-18","ids":{"openalex":"https://openalex.org/W3083533005","doi":"https://doi.org/10.1007/s00778-020-00612-x","mag":"3083533005"},"language":"en","primary_location":{"id":"doi:10.1007/s00778-020-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00778-020-00612-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00778-020-00612-x.pdf","source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"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":"The VLDB Journal","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00778-020-00612-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sebastian Kruse","orcid":null},"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":"Sebastian Kruse","raw_affiliation_strings":["Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zoi Kaoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zoi Kaoudi","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Einsteinufer 17, Fak. IV, FG DIMA, Sekr. EN7, 10587, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Einsteinufer 17, Fak. IV, FG DIMA, Sekr. EN7, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bertty Contreras-Rojas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Bertty Contreras-Rojas","raw_affiliation_strings":["Qatar Computing Research Institute, HBKU, Hamad Bin Khalifa Research Complex, Education City, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, HBKU, Hamad Bin Khalifa Research Complex, Education City, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sanjay Chawla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Sanjay Chawla","raw_affiliation_strings":["Qatar Computing Research Institute, HBKU, Hamad Bin Khalifa Research Complex, Education City, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, HBKU, Hamad Bin Khalifa Research Complex, Education City, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Felix Naumann","orcid":null},"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":"Felix Naumann","raw_affiliation_strings":["Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jorge-Arnulfo Quian\u00e9-Ruiz","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorge-Arnulfo Quian\u00e9-Ruiz","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Einsteinufer 17, Fak. IV, FG DIMA, Sekr. EN7, 10587, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Einsteinufer 17, Fak. IV, FG DIMA, Sekr. EN7, 10587, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.7831,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.74580506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"29","issue":"6","first_page":"1287","last_page":"1310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.24789999425411224,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.24789999425411224,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.17229999601840973,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.1615000069141388,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/enumeration","display_name":"Enumeration","score":0.6712999939918518},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5486000180244446},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5156999826431274},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.3720000088214874},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.361299991607666},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.33889999985694885},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.3257000148296356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786999940872192},{"id":"https://openalex.org/C156340839","wikidata":"https://www.wikidata.org/wiki/Q2704791","display_name":"Enumeration","level":2,"score":0.6712999939918518},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5486000180244446},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5156999826431274},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.361299991607666},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3463999927043915},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3458999991416931},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.3257000148296356},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27570000290870667},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27250000834465027},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C3019022308","wikidata":"https://www.wikidata.org/wiki/Q1418353","display_name":"Multidimensional data","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00778-020-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00778-020-00612-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00778-020-00612-x.pdf","source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"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":"The VLDB Journal","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1805.03533","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.03533","pdf_url":"https://arxiv.org/pdf/1805.03533","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:figshare.com:article/25879486","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/RHEEMix_in_the_data_jungle_a_cost-based_optimizer_for_cross-platform_systems_/25879486","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},{"id":"pmh:oai:kobv.de-opus4-uni-potsdam:60940","is_oa":true,"landing_page_url":"https://publishup.uni-potsdam.de/frontdoor/index/index/docId/60940","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":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1007/s00778-020-00612-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00778-020-00612-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00778-020-00612-x.pdf","source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"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":"The VLDB Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324094","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3083533005.pdf","grobid_xml":"https://content.openalex.org/works/W3083533005.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1515739837","https://openalex.org/W1591968161","https://openalex.org/W1967093902","https://openalex.org/W1983956568","https://openalex.org/W2013696141","https://openalex.org/W2014979132","https://openalex.org/W2016758618","https://openalex.org/W2029036662","https://openalex.org/W2041563709","https://openalex.org/W2041780659","https://openalex.org/W2078017811","https://openalex.org/W2097571405","https://openalex.org/W2098416578","https://openalex.org/W2121810937","https://openalex.org/W2124011064","https://openalex.org/W2135457767","https://openalex.org/W2139445852","https://openalex.org/W2148646461","https://openalex.org/W2153329411","https://openalex.org/W2154888102","https://openalex.org/W2173213060","https://openalex.org/W2260616469","https://openalex.org/W2293896416","https://openalex.org/W2346151344","https://openalex.org/W2584056453","https://openalex.org/W2585641484","https://openalex.org/W2598262646","https://openalex.org/W2610052675","https://openalex.org/W2898139241","https://openalex.org/W2898508336","https://openalex.org/W2951702103","https://openalex.org/W2986928101","https://openalex.org/W3031623163","https://openalex.org/W4241298546","https://openalex.org/W4291713239","https://openalex.org/W6696850997","https://openalex.org/W6713134421"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"analytics":[2],"are":[3],"moving":[4],"beyond":[5],"the":[6,17,35,42],"limits":[7],"of":[8,20,37,111],"a":[9,51,63,86,121],"single":[10,122],"platform.":[11,123],"In":[12],"this":[13],"paper,":[14],"we":[15],"present":[16],"cost-based":[18],"optimizer":[19,33,94,103],"Rheem,":[21],"an":[22,79],"open-source":[23],"cross-platform":[24],"system":[25],"that":[26,101],"copes":[27],"with":[28],"these":[29],"new":[30],"requirements.":[31],"The":[32],"allocates":[34],"subtasks":[36,74],"data":[38,70],"analytic":[39],"tasks":[40,106],"to":[41,57,67],"most":[43],"suitable":[44],"platforms.":[45],"Our":[46],"main":[47],"contributions":[48],"are:":[49],"(i)":[50],"mechanism":[52],"based":[53,84],"on":[54,85],"graph":[55],"transformations":[56],"explore":[58],"alternative":[59],"execution":[60],"strategies;":[61],"(ii)":[62],"novel":[64,87],"graph-based":[65],"approach":[66],"determine":[68],"efficient":[69,80],"movement":[71],"plans":[72],"among":[73],"and":[75,77],"platforms;":[76],"(iii)":[78],"plan":[81],"enumeration":[82,88],"algorithm,":[83],"algebra.":[89],"We":[90,99],"extensively":[91],"evaluate":[92],"our":[93,102],"under":[95],"diverse":[96],"real":[97],"tasks.":[98],"show":[100],"can":[104],"perform":[105],"more":[107],"than":[108,118],"one":[109],"order":[110],"magnitude":[112],"faster":[113],"when":[114,119],"using":[115,120],"multiple":[116],"platforms":[117]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2020-09-11T00:00:00"}
