{"id":"https://openalex.org/W4399163689","doi":"https://doi.org/10.1145/3662010.3663448","title":"Efficient Data Access Paths for Mixed Vector-Relational Search","display_name":"Efficient Data Access Paths for Mixed Vector-Relational Search","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399163689","doi":"https://doi.org/10.1145/3662010.3663448"},"language":"en","primary_location":{"id":"doi:10.1145/3662010.3663448","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3662010.3663448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Data Management on New Hardware","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/A5044861877","display_name":"Viktor Sanca","orcid":"https://orcid.org/0000-0002-4799-8467"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Viktor Sanca","raw_affiliation_strings":["EPFL, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4799-8467","affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070907021","display_name":"Anastasia Ailamaki","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Anastasia Ailamaki","raw_affiliation_strings":["EPFL, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-9949-3639","affiliations":[{"raw_affiliation_string":"EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044861877"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":1.6441,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83560409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9980999827384949,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9973999857902527,"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/computer-science","display_name":"Computer science","score":0.6879359483718872},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5816762447357178},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4208478331565857},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39292585849761963},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38116219639778137},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.30531713366508484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879359483718872},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5816762447357178},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4208478331565857},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39292585849761963},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38116219639778137},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.30531713366508484}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3662010.3663448","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3662010.3663448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Data Management on New Hardware","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":16,"referenced_works":["https://openalex.org/W1576035775","https://openalex.org/W1578512165","https://openalex.org/W2089347259","https://openalex.org/W2149381887","https://openalex.org/W2168503413","https://openalex.org/W2605843372","https://openalex.org/W2949985202","https://openalex.org/W2963469388","https://openalex.org/W2998702515","https://openalex.org/W3036320503","https://openalex.org/W3098468692","https://openalex.org/W4255327858","https://openalex.org/W4385270443","https://openalex.org/W4386075985","https://openalex.org/W4387321071","https://openalex.org/W4389363804"],"related_works":["https://openalex.org/W2003932708","https://openalex.org/W1967424056","https://openalex.org/W2284877871","https://openalex.org/W2138102289","https://openalex.org/W868043274","https://openalex.org/W2513523087","https://openalex.org/W1187916458","https://openalex.org/W2373861055","https://openalex.org/W306357984","https://openalex.org/W4386039319"],"abstract_inverted_index":{"The":[0],"rapid":[1],"growth":[2],"of":[3,10,32,48],"machine":[4],"learning":[5],"capabilities":[6],"and":[7,84],"the":[8,29,46,49,57],"adoption":[9],"data":[11,26,34,80],"processing":[12],"methods":[13],"using":[14,73],"vector":[15,25,33,50,74],"embeddings":[16],"sparked":[17],"a":[18],"great":[19],"interest":[20],"in":[21],"creating":[22],"systems":[23],"for":[24,42,69,89],"management.":[27],"While":[28],"predominant":[30],"approach":[31],"management":[35],"is":[36],"to":[37],"use":[38],"specialized":[39],"index":[40],"structures":[41],"fast":[43],"search":[44,58],"over":[45],"entirety":[47],"embeddings,":[51],"once":[52],"combined":[53],"with":[54],"other":[55],"(meta)data,":[56],"queries":[59],"can":[60],"also":[61],"become":[62],"selective":[63],"on":[64],"relational":[65,79],"attributes":[66],"-":[67],"typical":[68],"analytical":[70],"queries.":[71],"As":[72],"indexes":[75],"differs":[76],"from":[77],"traditional":[78],"access,":[81],"we":[82],"revisit":[83],"analyze":[85],"alternative":[86],"access":[87],"paths":[88],"efficient":[90],"mixed":[91],"vector-relational":[92],"search.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
