{"id":"https://openalex.org/W2045425006","doi":"https://doi.org/10.1109/hpcsim.2014.6903699","title":"Big data analysis: Trends &amp;amp; challenges","display_name":"Big data analysis: Trends &amp;amp; challenges","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2045425006","doi":"https://doi.org/10.1109/hpcsim.2014.6903699","mag":"2045425006"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2014.6903699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2014.6903699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037830808","display_name":"Sonia Bergamaschi","orcid":"https://orcid.org/0000-0001-8087-6587"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sonia Bergamaschi","raw_affiliation_strings":["Department of Engineering \u201cEnzo Ferrari\u201d, Universit\u00e0 di Modena e Reggio Emilia, Modena, Italy","Department of Engineering \u201cEnzo Ferrari\u201d, Universit\u00e0 di Modena e Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering \u201cEnzo Ferrari\u201d, Universit\u00e0 di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Department of Engineering \u201cEnzo Ferrari\u201d, Universit\u00e0 di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037830808"],"corresponding_institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":null,"first_page":"303","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"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":0.9990000128746033,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9966999888420105,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8988776803016663},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6992543935775757},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6871106624603271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5850087404251099},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5765133500099182},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5760017037391663},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34593623876571655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17216190695762634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0808509886264801}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8988776803016663},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6992543935775757},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6871106624603271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5850087404251099},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5765133500099182},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5760017037391663},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34593623876571655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17216190695762634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0808509886264801},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcsim.2014.6903699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2014.6903699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2119565742","https://openalex.org/W2153704625","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W3215028506"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Big":[0],"data":[1,27],"is":[2,57],"a":[3],"popular":[4],"term":[5],"for":[6,32,52],"describing":[7],"the":[8,25,44,61],"exponential":[9],"growth,":[10],"availability":[11],"and":[12,18,29,34,54,67],"use":[13],"of":[14,36,40,43,69],"information,":[15],"both":[16],"structured":[17],"unstructured.":[19],"Much":[20],"has":[21],"been":[22],"written":[23],"on":[24,60],"big":[26,73],"trend":[28],"its":[30],"potentiality":[31],"innovation":[33],"growth":[35],"enterprises.":[37],"The":[38],"advise":[39],"IDC":[41],"(one":[42],"premier":[45],"advisory":[46],"firm":[47],"specialized":[48],"in":[49],"information":[50,70],"technology)":[51],"organizations":[53],"IT":[55],"leaders":[56],"to":[58],"focus":[59],"ever-increasing":[62],"Volume,":[63],"Variety,":[64],"Velocity,":[65],"Veracity":[66],"Complexity":[68],"that":[71],"forms":[72],"data.":[74]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
