{"id":"https://openalex.org/W2804619229","doi":"https://doi.org/10.1145/3209889.3209894","title":"End-to-End Machine Learning with Apache AsterixDB","display_name":"End-to-End Machine Learning with Apache AsterixDB","publication_year":2018,"publication_date":"2018-05-14","ids":{"openalex":"https://openalex.org/W2804619229","doi":"https://doi.org/10.1145/3209889.3209894","mag":"2804619229"},"language":"en","primary_location":{"id":"doi:10.1145/3209889.3209894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209889.3209894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning","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/A5017222256","display_name":"Wail Y. Alkowaileet","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wail Alkowaileet","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036044228","display_name":"Sattam Alsubaiee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sattam Alsubaiee","raw_affiliation_strings":["Center for Complex Engineering Systems at KACST and MIT"],"affiliations":[{"raw_affiliation_string":"Center for Complex Engineering Systems at KACST and MIT","institution_ids":["https://openalex.org/I4210116219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011512061","display_name":"Michael J. Carey","orcid":"https://orcid.org/0000-0003-1561-4059"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. Carey","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369885","display_name":"Chen Li","orcid":"https://orcid.org/0000-0002-8784-8148"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Li","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026537247","display_name":"Heri Ramampiaro","orcid":"https://orcid.org/0000-0003-0534-5924"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Heri Ramampiaro","raw_affiliation_strings":["Norwegian University of Science and Technology (NTNU)"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology (NTNU)","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074096341","display_name":"Phanwadee Sinthong","orcid":"https://orcid.org/0009-0006-4423-3860"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phanwadee Sinthong","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101452113","display_name":"Xikui Wang","orcid":"https://orcid.org/0000-0002-8540-3436"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xikui Wang","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5017222256"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":3.9269,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94513449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.998199999332428,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.996999979019165,"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":0.9962000250816345,"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/big-data","display_name":"Big data","score":0.8116881847381592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7955113649368286},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5464422106742859},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4559687674045563},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44966191053390503},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.43362754583358765},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.42822593450546265},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3383147120475769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3046947121620178},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27513790130615234}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8116881847381592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7955113649368286},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5464422106742859},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4559687674045563},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44966191053390503},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.43362754583358765},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.42822593450546265},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3383147120475769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3046947121620178},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27513790130615234},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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":1,"locations":[{"id":"doi:10.1145/3209889.3209894","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209889.3209894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1521148341","https://openalex.org/W1568607665","https://openalex.org/W1880262756","https://openalex.org/W2044849727","https://openalex.org/W2067624665","https://openalex.org/W2110086534","https://openalex.org/W2123442489","https://openalex.org/W2155893237","https://openalex.org/W2189465200","https://openalex.org/W2265297126","https://openalex.org/W2271840356","https://openalex.org/W2294361615","https://openalex.org/W2547742189","https://openalex.org/W2557007068","https://openalex.org/W2564464327","https://openalex.org/W2617941540","https://openalex.org/W2963288913","https://openalex.org/W2997591727","https://openalex.org/W4372267129","https://openalex.org/W6639619044","https://openalex.org/W6687322159","https://openalex.org/W6697187514","https://openalex.org/W6730094169"],"related_works":["https://openalex.org/W4299590256","https://openalex.org/W2951281592","https://openalex.org/W4284893874","https://openalex.org/W3163634122","https://openalex.org/W2919182614","https://openalex.org/W333503034","https://openalex.org/W2054736184","https://openalex.org/W3159728998","https://openalex.org/W2677083173","https://openalex.org/W3127005940"],"abstract_inverted_index":{"Recent":[0],"developments":[1],"in":[2,63,68,88],"machine":[3,65,98],"learning":[4,66,99],"and":[5,21,30,92,94,101,114],"data":[6,25,89,108],"science":[7],"provide":[8],"a":[9],"foundation":[10],"for":[11,80],"extracting":[12],"underlying":[13],"information":[14],"from":[15],"Big":[16,37,52,69],"Data.":[17],"Unfortunately,":[18],"current":[19],"platforms":[20,33],"tools":[22],"often":[23],"require":[24],"scientists":[26],"to":[27,58,110],"glue":[28],"together":[29,106],"maintain":[31],"custom-built":[32],"consisting":[34],"of":[35,86,97],"multiple":[36],"Data":[38,53,70],"component":[39],"technologies.":[40],"In":[41,72],"this":[42],"paper,":[43],"we":[44,74],"explain":[45],"how":[46,76],"Apache":[47],"AsterixDB,":[48],"an":[49],"open":[50],"source":[51],"Management":[54],"System,":[55],"can":[56,105],"help":[57],"reduce":[59],"the":[60,84,95],"burden":[61],"involved":[62],"using":[64],"algorithms":[67],"analytics.":[71],"particular,":[73],"describe":[75],"AsterixDB's":[77],"built-in":[78],"support":[79],"user-defined":[81],"functions":[82],"(UDFs),":[83],"availability":[85],"UDFs":[87],"ingestion":[90],"pipelines":[91],"queries,":[93],"provision":[96],"platform":[100],"notebook":[102],"inter-operation":[103],"capabilities":[104],"enable":[107],"analysts":[109],"more":[111],"easily":[112],"create":[113],"manage":[115],"end-to-end":[116],"analytical":[117],"dataflows.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}