{"id":"https://openalex.org/W2047507037","doi":"https://doi.org/10.1109/cts.2013.6567203","title":"Addressing big data issues in Scientific Data Infrastructure","display_name":"Addressing big data issues in Scientific Data Infrastructure","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2047507037","doi":"https://doi.org/10.1109/cts.2013.6567203","mag":"2047507037"},"language":"en","primary_location":{"id":"doi:10.1109/cts.2013.6567203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cts.2013.6567203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Collaboration Technologies and Systems (CTS)","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/A5017479397","display_name":"Yuri Demchenko","orcid":"https://orcid.org/0000-0001-7474-9506"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Yuri Demchenko","raw_affiliation_strings":["System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007029875","display_name":"Paola Grosso","orcid":"https://orcid.org/0000-0003-4600-9812"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paola Grosso","raw_affiliation_strings":["System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039787606","display_name":"Cees de Laat","orcid":"https://orcid.org/0009-0009-3025-2974"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cees de Laat","raw_affiliation_strings":["System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"System and Network Engineering Group, University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Syst. & Network Eng. Group, Univ. of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019145511","display_name":"Peter Membrey","orcid":"https://orcid.org/0000-0002-6034-3799"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peter Membrey","raw_affiliation_strings":["Hong Kong Polytechnic University, Hong Kong, China","Hong Kong Polytech. Univ., Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Hong Kong Polytech. Univ., Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017479397"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":85.6605,"has_fulltext":false,"cited_by_count":481,"citation_normalized_percentile":{"value":0.99927134,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"48","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9958999752998352,"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/T11719","display_name":"Data Quality and Management","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7973403930664062},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.7551602125167847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6482502222061157},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6261324286460876},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.615889310836792},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6010695695877075},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5512501001358032},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5066540837287903},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.44812554121017456},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2257484793663025},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18961089849472046},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12439236044883728},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10694476962089539}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7973403930664062},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7551602125167847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6482502222061157},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6261324286460876},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.615889310836792},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6010695695877075},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5512501001358032},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5066540837287903},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.44812554121017456},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2257484793663025},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18961089849472046},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12439236044883728},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10694476962089539},{"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":4,"locations":[{"id":"doi:10.1109/cts.2013.6567203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cts.2013.6567203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Collaboration Technologies and Systems (CTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.661.6081","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.661.6081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://uazone.org/demch/papers/bddac2013-bigdata-infrastructure-v06.pdf","raw_type":"text"},{"id":"pmh:oai:dare.uva.nl:publications/88306415-cf10-4de2-8e47-e0c33d8def73","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/addressing-big-data-issues-in-scientific-data-infrastructure(88306415-cf10-4de2-8e47-e0c33d8def73).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Demchenko, Y, Membrey, P, Grosso, P & de Laat, C 2013, Addressing big data issues in Scientific Data Infrastructure. in W W Smari & G C Fox (eds), Proceedings of the 2013 International Conference on Collaboration Technologies and Systems : May 20-24, 2013, Sheraton San Diego Hotel & Marina, San Diego, California. Piscataway, NJ, pp. 48-55, 2013 International Conference on Collaboration Technologies and Systems (CTS 2013), 20/05/13. https://doi.org/10.1109/CTS.2013.6567203","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/88306415-cf10-4de2-8e47-e0c33d8def73","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/addressing-big-data-issues-in-scientific-data-infrastructure(88306415-cf10-4de2-8e47-e0c33d8def73).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2013 International Conference on Collaboration Technologies and Systems: May 20-24, 2013, Sheraton San Diego Hotel & Marina, San Diego, California, 48 - 55","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W175705279","https://openalex.org/W1744089350","https://openalex.org/W2000720492","https://openalex.org/W2021673455","https://openalex.org/W2077128897","https://openalex.org/W2122295323","https://openalex.org/W2135303445","https://openalex.org/W2147986718","https://openalex.org/W2500382405","https://openalex.org/W3023890948","https://openalex.org/W6677896836"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W2123131699","https://openalex.org/W4390608645","https://openalex.org/W913131694","https://openalex.org/W650116260","https://openalex.org/W2378329187","https://openalex.org/W2115553997","https://openalex.org/W3154441264","https://openalex.org/W298027295","https://openalex.org/W4225748383"],"abstract_inverted_index":{"Big":[0,23,42,152],"Data":[1,24,31,43,77],"are":[2,20],"becoming":[3],"a":[4,37,107],"new":[5],"technology":[6],"focus":[7],"both":[8],"in":[9,12,91,94],"science":[10],"and":[11,28,39,53,70,88,120,131,145],"industry.":[13],"This":[14],"paper":[15,35,56,73,98,124],"discusses":[16,36],"the":[17,26,75,85,100,127,147],"challenges":[18],"that":[19,44,82,105],"imposed":[21],"by":[22],"on":[25,65],"modern":[27,95,118,138],"future":[29],"Scientific":[30,76],"Infrastructure":[32],"(SDI).":[33],"The":[34,55,72,97,123],"nature":[38],"definition":[40],"of":[41],"include":[45],"such":[46],"features":[47],"as":[48],"Volume,":[49],"Velocity,":[50],"Variety,":[51],"Value":[52],"Veracity.":[54],"refers":[57],"to":[58,62],"different":[59],"scientific":[60],"communities":[61],"define":[63],"requirements":[64],"data":[66,92,112],"management,":[67],"access":[68],"control":[69],"security.":[71],"introduces":[74],"Lifecycle":[78],"Management":[79],"(SDLM)":[80],"model":[81,104,144],"includes":[83],"all":[84],"major":[86,148],"stages":[87],"reflects":[89],"specifics":[90],"management":[93],"e-Science.":[96],"proposes":[99],"SDI":[101,116,132],"generic":[102],"architecture":[103],"provides":[106],"basis":[108],"for":[109,151],"building":[110],"interoperable":[111],"or":[113],"project":[114],"centric":[115],"using":[117,137],"technologies":[119],"best":[121],"practices.":[122],"explains":[125],"how":[126],"proposed":[128],"models":[129],"SDLM":[130],"can":[133],"be":[134],"naturally":[135],"implemented":[136],"cloud":[139],"based":[140],"infrastructure":[141,149],"services":[142],"provisioning":[143],"suggests":[146],"components":[150],"Data.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":54},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":63},{"year":2020,"cited_by_count":46},{"year":2019,"cited_by_count":49},{"year":2018,"cited_by_count":53},{"year":2017,"cited_by_count":48},{"year":2016,"cited_by_count":43},{"year":2015,"cited_by_count":38},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}