{"id":"https://openalex.org/W2051833471","doi":"https://doi.org/10.1109/bigdata.2013.6691720","title":"A big data analytics framework for scientific data management","display_name":"A big data analytics framework for scientific data management","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2051833471","doi":"https://doi.org/10.1109/bigdata.2013.6691720","mag":"2051833471"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2013.6691720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","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/A5022160194","display_name":"Sandro Fiore","orcid":"https://orcid.org/0000-0002-8430-6087"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sandro Fiore","raw_affiliation_strings":["Universita del Salento, Leece, Italy","Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy"],"affiliations":[{"raw_affiliation_string":"Universita del Salento, Leece, Italy","institution_ids":["https://openalex.org/I142910587"]},{"raw_affiliation_string":"Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066627436","display_name":"Cosimo Palazzo","orcid":"https://orcid.org/0000-0002-4891-6398"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cosimo Palazzo","raw_affiliation_strings":["Universita del Salento, Leece, Italy","Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy"],"affiliations":[{"raw_affiliation_string":"Universita del Salento, Leece, Italy","institution_ids":["https://openalex.org/I142910587"]},{"raw_affiliation_string":"Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031765937","display_name":"Alessandro D\u2019Anca","orcid":"https://orcid.org/0000-0002-0372-2530"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro D'Anca","raw_affiliation_strings":["Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy"],"affiliations":[{"raw_affiliation_string":"Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032231503","display_name":"Ian Foster","orcid":"https://orcid.org/0000-0003-2129-5269"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Foster","raw_affiliation_strings":["Argonne National Lab and University of Chicago, Computation Institute, Chicago, IL, USA","Comput. Inst., Argonne Nat. Lab. & Univ. of Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Lab and University of Chicago, Computation Institute, Chicago, IL, USA","institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I40347166"]},{"raw_affiliation_string":"Comput. Inst., Argonne Nat. Lab. & Univ. of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106183255","display_name":"D. N. Williams","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dean N. Williams","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA, USA","Lawrence Livermore National Lab, Livermore, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Lab, Livermore, CA, USA#TAB#","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068232148","display_name":"Giovanni Aloisio","orcid":"https://orcid.org/0000-0001-5902-6983"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Aloisio","raw_affiliation_strings":["Universita del Salento, Leece, Italy","Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy"],"affiliations":[{"raw_affiliation_string":"Universita del Salento, Leece, Italy","institution_ids":["https://openalex.org/I142910587"]},{"raw_affiliation_string":"Centro Euro-Mediterraneo sui Cambiamenti Climatici, Italy","institution_ids":["https://openalex.org/I4210111827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022160194"],"corresponding_institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210111827"],"apc_list":null,"apc_paid":null,"fwci":10.5163,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97855999,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9857000112533569,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9857000112533569,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.968999981880188,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.8080461025238037},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7964410781860352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7666993141174316},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7313839793205261},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.6598584651947021},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.6512314081192017},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.4717061221599579},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26119107007980347},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20747679471969604},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13048779964447021},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.06476125121116638},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.0642843246459961}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.8080461025238037},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7964410781860352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7666993141174316},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7313839793205261},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.6598584651947021},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.6512314081192017},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.4717061221599579},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26119107007980347},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20747679471969604},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13048779964447021},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.06476125121116638},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.0642843246459961},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2013.6691720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/331712","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/331712","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W34825882","https://openalex.org/W259338706","https://openalex.org/W1970599118","https://openalex.org/W1992491565","https://openalex.org/W1997249820","https://openalex.org/W1999765241","https://openalex.org/W2016279912","https://openalex.org/W2024966118","https://openalex.org/W2039623259","https://openalex.org/W2045156935","https://openalex.org/W2069499624","https://openalex.org/W2102486637","https://openalex.org/W2105524676","https://openalex.org/W2140190241","https://openalex.org/W6661819304"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3033964479","https://openalex.org/W4390577565","https://openalex.org/W3092201768","https://openalex.org/W4205750827","https://openalex.org/W2898375586","https://openalex.org/W2945314407","https://openalex.org/W2413477332","https://openalex.org/W2615638395"],"abstract_inverted_index":{"The":[0,52],"Ophidia":[1,21,66],"project":[2],"is":[3,25],"a":[4,38,74,81],"research":[5],"effort":[6],"addressing":[7],"big":[8,50],"data":[9,77],"analytics":[10,22,46,67,78],"requirements,":[11],"issues,":[12],"and":[13,31,59],"challenges":[14],"for":[15,27],"eScience.":[16],"We":[17],"present":[18],"here":[19],"the":[20,55,65],"framework,":[23],"which":[24],"responsible":[26],"atomically":[28],"processing,":[29],"transforming":[30],"manipulating":[32],"array-based":[33],"data.":[34],"This":[35],"framework":[36],"provides":[37],"common":[39],"way":[40],"to":[41,49,73],"run":[42],"on":[43],"large":[44],"clusters":[45],"tasks":[47],"applied":[48],"datasets.":[51],"paper":[53],"highlights":[54],"design":[56],"principles,":[57],"algorithm,":[58],"most":[60],"relevant":[61],"implementation":[62],"aspects":[63],"of":[64,76],"framework.":[68],"Some":[69],"experimental":[70],"results,":[71],"related":[72],"couple":[75],"operators":[79],"in":[80],"real":[82],"cluster":[83],"environment,":[84],"are":[85],"also":[86],"presented.":[87]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}