{"id":"https://openalex.org/W2918859049","doi":"https://doi.org/10.1007/978-1-4614-8265-9_80645","title":"Big Data Platforms for Data Analytics","display_name":"Big Data Platforms for Data Analytics","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2918859049","doi":"https://doi.org/10.1007/978-1-4614-8265-9_80645","mag":"2918859049"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4614-8265-9_80645","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-8265-9_80645","pdf_url":null,"source":{"id":"https://openalex.org/S4306509343","display_name":"Encyclopedia of Database Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Database Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5002413906","display_name":"Volker Markl","orcid":"https://orcid.org/0009-0009-0964-026X"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Volker Markl","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077653729","display_name":"Vineyak Borkar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vineyak Borkar","raw_affiliation_strings":["CTO and VP of Engineering, X15 Software, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"CTO and VP of Engineering, X15 Software, San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005554337","display_name":"Matei Zaharia","orcid":"https://orcid.org/0000-0002-7547-7204"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matei Zaharia","raw_affiliation_strings":["Douglas T. Ross Career Development Professor of Software Technology, MIT CSAIL, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Douglas T. Ross Career Development Professor of Software Technology, MIT CSAIL, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064813143","display_name":"Till Westmann","orcid":null},"institutions":[{"id":"https://openalex.org/I1342911587","display_name":"Oracle (United States)","ror":"https://ror.org/006c77m33","country_code":"US","type":"company","lineage":["https://openalex.org/I1342911587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Till Westmann","raw_affiliation_strings":["Oracle Labs, Redwood City, CA, USA"],"affiliations":[{"raw_affiliation_string":"Oracle Labs, Redwood City, CA, USA","institution_ids":["https://openalex.org/I1342911587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061693378","display_name":"A. Alexandrov","orcid":"https://orcid.org/0000-0002-8787-9235"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander Alexandrov","raw_affiliation_strings":["Database and Information Management (DIMA), Institute of Software Engineering and Theoretical Computer Science, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Database and Information Management (DIMA), Institute of Software Engineering and Theoretical Computer Science, Berlin, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002413906"],"corresponding_institution_ids":["https://openalex.org/I4210085935"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26471605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"268","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9965999722480774,"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/T11106","display_name":"Data Management and Algorithms","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7137013673782349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5942873358726501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.55095374584198},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5336436033248901},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5126718282699585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1669585108757019}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7137013673782349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5942873358726501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.55095374584198},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5336436033248901},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5126718282699585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1669585108757019}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4614-8265-9_80645","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4614-8265-9_80645","pdf_url":null,"source":{"id":"https://openalex.org/S4306509343","display_name":"Encyclopedia of Database Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Database Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1976821017","https://openalex.org/W1997020216","https://openalex.org/W2074935284","https://openalex.org/W2083541728","https://openalex.org/W2100830825","https://openalex.org/W2119565742","https://openalex.org/W2121810937","https://openalex.org/W2151251992","https://openalex.org/W2157355837","https://openalex.org/W2158237121","https://openalex.org/W2265297126","https://openalex.org/W4239429564"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W4372291825","https://openalex.org/W3089604872","https://openalex.org/W2337265393","https://openalex.org/W3121545709","https://openalex.org/W2777139086"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
