{"id":"https://openalex.org/W3183985956","doi":"https://doi.org/10.1007/s13222-021-00384-w","title":"In-Depth Analysis of OLAP Query Performance on Heterogeneous Hardware","display_name":"In-Depth Analysis of OLAP Query Performance on Heterogeneous Hardware","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3183985956","doi":"https://doi.org/10.1007/s13222-021-00384-w","mag":"3183985956"},"language":"en","primary_location":{"id":"doi:10.1007/s13222-021-00384-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-021-00384-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-021-00384-w.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"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":"Datenbank-Spektrum","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/s13222-021-00384-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061367729","display_name":"David Broneske","orcid":"https://orcid.org/0000-0002-9580-740X"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Broneske","raw_affiliation_strings":["Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023138393","display_name":"Anna Drewes","orcid":"https://orcid.org/0000-0002-8322-6747"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Drewes","raw_affiliation_strings":["Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202","https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061403301","display_name":"Bala Gurumurthy","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bala Gurumurthy","raw_affiliation_strings":["Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090014662","display_name":"Imad Hajjar","orcid":null},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Imad Hajjar","raw_affiliation_strings":["Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202","https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080637249","display_name":"Thilo Pionteck","orcid":"https://orcid.org/0000-0001-6518-1226"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thilo Pionteck","raw_affiliation_strings":["Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Technology and Communications, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202","https://openalex.org/I202367325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042946019","display_name":"Gunter Saake","orcid":"https://orcid.org/0000-0001-9576-8474"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunter Saake","raw_affiliation_strings":["Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Databases and Software Engineering Group, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061403301"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":{"value":2380,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2380,"currency":"EUR","value_usd":2890},"fwci":0.6414,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70989713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"21","issue":"2","first_page":"133","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9995999932289124,"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":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9991000294685364,"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":0.8242679834365845},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7942687273025513},{"id":"https://openalex.org/keywords/online-analytical-processing","display_name":"Online analytical processing","score":0.6656743884086609},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5993605256080627},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.508831799030304},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4525411128997803},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.4455048143863678},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4137151539325714},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34483957290649414},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.18481594324111938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8242679834365845},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7942687273025513},{"id":"https://openalex.org/C201932085","wikidata":"https://www.wikidata.org/wiki/Q642514","display_name":"Online analytical processing","level":3,"score":0.6656743884086609},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5993605256080627},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.508831799030304},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4525411128997803},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.4455048143863678},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4137151539325714},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34483957290649414},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.18481594324111938},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13222-021-00384-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-021-00384-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-021-00384-w.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"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":"Datenbank-Spektrum","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13222-021-00384-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-021-00384-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-021-00384-w.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"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":"Datenbank-Spektrum","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5647660269","display_name":null,"funder_award_id":"SA 465/51","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6695730086","display_name":null,"funder_award_id":"SA 465/51-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G885775478","display_name":null,"funder_award_id":"PI 447/9","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320335829","display_name":"Otto von Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183985956.pdf","grobid_xml":"https://content.openalex.org/works/W3183985956.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W53102941","https://openalex.org/W106195581","https://openalex.org/W155760863","https://openalex.org/W1555915743","https://openalex.org/W1998545184","https://openalex.org/W2012449229","https://openalex.org/W2026418498","https://openalex.org/W2057545667","https://openalex.org/W2068418796","https://openalex.org/W2068644217","https://openalex.org/W2098730617","https://openalex.org/W2103670492","https://openalex.org/W2126378271","https://openalex.org/W2133156997","https://openalex.org/W2137269004","https://openalex.org/W2139637699","https://openalex.org/W2146651759","https://openalex.org/W2159287299","https://openalex.org/W2167675119","https://openalex.org/W2295615355","https://openalex.org/W2492482597","https://openalex.org/W2508516675","https://openalex.org/W2512638702","https://openalex.org/W2548100623","https://openalex.org/W2596218679","https://openalex.org/W2609791414","https://openalex.org/W2612387305","https://openalex.org/W2612473142","https://openalex.org/W2615841849","https://openalex.org/W2724920573","https://openalex.org/W2725179571","https://openalex.org/W2761693245","https://openalex.org/W2889297682","https://openalex.org/W2889859625","https://openalex.org/W2915517485","https://openalex.org/W2941917445","https://openalex.org/W2952112274","https://openalex.org/W3013357669","https://openalex.org/W3019884349","https://openalex.org/W4256629673"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"Abstract":[0],"Classical":[1],"database":[2,40,50],"systems":[3,51,88],"are":[4,37,56,72],"now":[5],"facing":[6],"the":[7,58,100,115,118,130],"challenge":[8],"of":[9],"processing":[10,54,97],"high-volume":[11],"data":[12,79],"feeds":[13],"at":[14],"unprecedented":[15],"rates":[16],"as":[17,19],"efficiently":[18],"possible":[20],"while":[21],"also":[22],"minimizing":[23],"power":[24],"consumption.":[25],"Since":[26],"CPU-only":[27],"machines":[28],"hit":[29],"their":[30,44,65],"limits,":[31],"co-processors":[32],"like":[33],"GPUs":[34],"and":[35,67,92,108,136,141],"FPGAs":[36],"investigated":[38],"by":[39,80],"system":[41,123],"designers":[42],"for":[43,86,133],"distinct":[45],"capabilities.":[46],"As":[47],"a":[48,82,110],"result,":[49],"over":[52],"heterogeneous":[53],"architectures":[55],"on":[57,89],"rise.":[59],"In":[60],"order":[61],"to":[62,113],"better":[63],"understand":[64],"potentials":[66],"limitations,":[68],"in-depth":[69],"performance":[70,78],"analyses":[71],"vital.":[73],"This":[74],"paper":[75],"provides":[76],"interesting":[77],"benchmarking":[81],"portable":[83],"operator":[84],"set":[85],"column-based":[87],"CPU,":[90],"GPU,":[91],"FPGA":[93],"\u2013":[94],"all":[95],"available":[96],"devices":[98],"within":[99],"same":[101],"system.":[102],"We":[103,120],"consider":[104],"TPC\u2011H":[105],"query":[106],"Q6":[107],"additionally":[109],"hash":[111],"join":[112],"profile":[114],"execution":[116,139],"across":[117],"systems.":[119],"show":[121],"that":[122,137],"memory":[124],"access":[125],"and/or":[126],"buffer":[127],"management":[128],"remains":[129],"main":[131],"bottleneck":[132],"device":[134],"integration,":[135],"architecture-specific":[138],"engines":[140],"operators":[142],"offer":[143],"significantly":[144],"higher":[145],"performance.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}