{"id":"https://openalex.org/W2964289874","doi":"https://doi.org/10.1109/access.2019.2929330","title":"Secure Development of Big Data Ecosystems","display_name":"Secure Development of Big Data Ecosystems","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2964289874","doi":"https://doi.org/10.1109/access.2019.2929330","mag":"2964289874"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2929330","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929330","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765314.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006354548","display_name":"Julio Moreno","orcid":"https://orcid.org/0000-0001-9974-1199"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Julio Moreno","raw_affiliation_strings":["GSyA Research Group, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9974-1199","affiliations":[{"raw_affiliation_string":"GSyA Research Group, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078871025","display_name":"Eduardo B. Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo B. Fernandez","raw_affiliation_strings":["Computer and Electrical Engineering and Computer Science Department, Florida Atlantic University, Boca Raton, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Electrical Engineering and Computer Science Department, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029403444","display_name":"Manuel Serrano","orcid":"https://orcid.org/0000-0003-0962-5659"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel A. Serrano","raw_affiliation_strings":["Alarcos Research Group, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alarcos Research Group, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053366224","display_name":"Eduardo Fern\u00e1ndez\u2010Medina","orcid":"https://orcid.org/0000-0003-2553-9320"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Fernandez-Medina","raw_affiliation_strings":["GSyA Research Group, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GSyA Research Group, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006354548"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0867,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91592249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"96604","last_page":"96619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9904000163078308,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7350124716758728},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6968330144882202},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5701557993888855},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5586658716201782},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5132253170013428},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4607589840888977},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4396851062774658},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42855286598205566},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42524972558021545},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3757442831993103},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32714998722076416},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2018044888973236},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10634365677833557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10238116979598999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7350124716758728},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6968330144882202},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5701557993888855},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5586658716201782},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5132253170013428},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4607589840888977},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4396851062774658},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42855286598205566},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42524972558021545},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3757442831993103},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32714998722076416},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2018044888973236},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10634365677833557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10238116979598999},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2929330","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929330","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:RUIdeRA:10578/22821","is_oa":true,"landing_page_url":"http://hdl.handle.net/10578/22821","pdf_url":null,"source":{"id":"https://openalex.org/S4377196358","display_name":"RUIdeRA - Institutional University Repository (University of Castilla-La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:bafe457cbb734ce3a11f1125d3482395","is_oa":true,"landing_page_url":"https://doaj.org/article/bafe457cbb734ce3a11f1125d3482395","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 96604-96619 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2929330","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929330","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08765314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.47999998927116394,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G3342569318","display_name":null,"funder_award_id":"2014/2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320327216","display_name":"Junta de Comunidades de Castilla-La Mancha","ror":"https://ror.org/02jv91m18"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964289874.pdf","grobid_xml":"https://content.openalex.org/works/W2964289874.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W316408160","https://openalex.org/W1486178352","https://openalex.org/W1487914223","https://openalex.org/W1498306255","https://openalex.org/W1511720087","https://openalex.org/W1512825002","https://openalex.org/W1523453234","https://openalex.org/W1524147119","https://openalex.org/W1551592336","https://openalex.org/W1576423955","https://openalex.org/W1602002062","https://openalex.org/W1767049285","https://openalex.org/W1918839972","https://openalex.org/W2005680336","https://openalex.org/W2014216100","https://openalex.org/W2021601988","https://openalex.org/W2025932641","https://openalex.org/W2038476425","https://openalex.org/W2045125148","https://openalex.org/W2055097977","https://openalex.org/W2087133653","https://openalex.org/W2101468243","https://openalex.org/W2111695375","https://openalex.org/W2113682708","https://openalex.org/W2130891285","https://openalex.org/W2131715540","https://openalex.org/W2149140091","https://openalex.org/W2158572645","https://openalex.org/W2159128662","https://openalex.org/W2197582584","https://openalex.org/W2235902295","https://openalex.org/W2252272901","https://openalex.org/W2255137202","https://openalex.org/W2336417593","https://openalex.org/W2397063921","https://openalex.org/W2400954062","https://openalex.org/W2509632093","https://openalex.org/W2533068969","https://openalex.org/W2537814843","https://openalex.org/W2572891393","https://openalex.org/W2575289305","https://openalex.org/W2621185860","https://openalex.org/W2625005301","https://openalex.org/W2739921820","https://openalex.org/W2747352395","https://openalex.org/W2789115414","https://openalex.org/W2792311441","https://openalex.org/W2793130752","https://openalex.org/W2889382333","https://openalex.org/W2889394422","https://openalex.org/W2901354987","https://openalex.org/W2910064364","https://openalex.org/W2913046108","https://openalex.org/W2914042153","https://openalex.org/W3161918289","https://openalex.org/W4236993474","https://openalex.org/W4251110838","https://openalex.org/W6631255120","https://openalex.org/W6640129242","https://openalex.org/W6730190374","https://openalex.org/W6749706398","https://openalex.org/W6754079917"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4390608645","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372"],"abstract_inverted_index":{"A":[0],"Big":[1,64,127,169,190],"Data":[2,65,128,191],"environment":[3],"is":[4,67],"a":[5,69,78,89,118,143,176,197],"powerful":[6],"and":[7,23,34,53,72,98,100,110,124,134],"complex":[8],"ecosystem":[9],"that":[10,151,180,203],"helps":[11],"companies":[12],"extract":[13],"important":[14],"information":[15],"from":[16,77,93],"data":[17,38],"to":[18,30],"make":[19],"the":[20,31,37,46,49,94,158,161,165,183,187,205,215],"best":[21],"business":[22],"strategic":[24],"decisions.":[25],"In":[26,137],"this":[27,114,138,147,173,209],"context,":[28],"due":[29],"quantity,":[32],"variety,":[33],"sensitivity":[35],"of":[36,48,96,107,149,160,168,178,186,189,208,211,218],"managed":[39],"by":[40,196],"these":[41,61],"systems,":[42],"as":[43,45],"well":[44],"heterogeneity":[47],"technologies":[50],"involved,":[51],"privacy":[52,125],"security":[54,123,155,199],"especially":[55],"become":[56],"crucial":[57],"issues.":[58],"However,":[59],"ensuring":[60],"concerns":[62],"in":[63,103,113,126,156],"environments":[66],"not":[68,153],"trivial":[70],"issue,":[71],"it":[73],"cannot":[74],"be":[75,85],"treated":[76],"partial":[79],"or":[80],"isolated":[81],"perspective.":[82],"It":[83],"must":[84],"carried":[86],"out":[87],"through":[88,175],"holistic":[90],"approach,":[91],"starting":[92],"definition":[95],"requirements":[97],"policies,":[99],"being":[101],"present":[102],"any":[104],"relevant":[105,184],"activity":[106],"its":[108],"development":[109,129,144,188],"deployment.":[111],"Therefore,":[112],"paper,":[115],"we":[116,140],"propose":[117],"methodological":[119],"approach":[120],"for":[121,146],"integrating":[122],"based":[130],"on":[131],"main":[132,206],"standards":[133],"common":[135],"practices.":[136],"way,":[139],"have":[141],"defined":[142],"process":[145,162,174],"kind":[148,210],"ecosystems":[150],"considers":[152],"only":[154],"all":[157,182],"phases":[159,179],"but":[163],"also":[164],"inherent":[166],"characteristics":[167],"Data.":[170],"We":[171],"describe":[172],"set":[177],"covers":[181],"stages":[185],"environments,":[192],"which":[193],"are":[194],"supported":[195],"customized":[198],"reference":[200],"architecture":[201],"(SRA)":[202],"defines":[204],"components":[207],"systems":[212],"along":[213],"with":[214],"key":[216],"concepts":[217],"security.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}