{"id":"https://openalex.org/W2095178814","doi":"https://doi.org/10.1109/ic3.2013.6612229","title":"Big data: Issues, challenges, tools and Good practices","display_name":"Big data: Issues, challenges, tools and Good practices","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2095178814","doi":"https://doi.org/10.1109/ic3.2013.6612229","mag":"2095178814"},"language":"en","primary_location":{"id":"doi:10.1109/ic3.2013.6612229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2013.6612229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Sixth International Conference on Contemporary Computing (IC3)","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/A5084114753","display_name":"Avita Katal","orcid":"https://orcid.org/0000-0003-4072-5535"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Avita Katal","raw_affiliation_strings":["Department of CSE, Graphic Era University, Dehradun, India","Department of CSE, Graphic Era University Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Graphic Era University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of CSE, Graphic Era University Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004320904","display_name":"Mohammad Wazid","orcid":"https://orcid.org/0000-0001-9898-0921"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Wazid","raw_affiliation_strings":["Department of CSE, Graphic Era University, Dehradun, India","Department of CSE, Graphic Era University Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Graphic Era University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of CSE, Graphic Era University Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070889906","display_name":"R. H. Goudar","orcid":"https://orcid.org/0000-0002-4590-7744"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. H. Goudar","raw_affiliation_strings":["Department of CSE, Graphic Era University, Dehradun, India","Department of CSE, Graphic Era University Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Graphic Era University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of CSE, Graphic Era University Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084114753"],"corresponding_institution_ids":["https://openalex.org/I60054993"],"apc_list":null,"apc_paid":null,"fwci":137.2231,"has_fulltext":false,"cited_by_count":852,"citation_normalized_percentile":{"value":0.99979181,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"404","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9954000115394592,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9954000115394592,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9883999824523926,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9063000082969666,"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/big-data","display_name":"Big data","score":0.9518029689788818},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7270994186401367},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7257834076881409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6697167754173279},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.517781138420105},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4682793617248535},{"id":"https://openalex.org/keywords/business-value","display_name":"Business value","score":0.457755446434021},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4110891819000244},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12938982248306274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08902224898338318}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9518029689788818},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7270994186401367},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7257834076881409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6697167754173279},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.517781138420105},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4682793617248535},{"id":"https://openalex.org/C147239956","wikidata":"https://www.wikidata.org/wiki/Q556441","display_name":"Business value","level":3,"score":0.457755446434021},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4110891819000244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12938982248306274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08902224898338318},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3.2013.6612229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2013.6612229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Sixth International Conference on Contemporary Computing (IC3)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2030397439","https://openalex.org/W2046173508","https://openalex.org/W2063364984","https://openalex.org/W2104377621","https://openalex.org/W2107782151","https://openalex.org/W2125800352","https://openalex.org/W2135303445","https://openalex.org/W6675514865"],"related_works":["https://openalex.org/W2783082359","https://openalex.org/W2726565956","https://openalex.org/W2562723013","https://openalex.org/W582512239","https://openalex.org/W2145769726","https://openalex.org/W2066858783","https://openalex.org/W149321210","https://openalex.org/W2377515859","https://openalex.org/W2374908986","https://openalex.org/W2285676836"],"abstract_inverted_index":{"Big":[0,50,70,113,153,177],"data":[1,8,36,51,71,114,154,178],"is":[2,72,169],"defined":[3],"as":[4],"large":[5,33],"amount":[6],"of":[7,35,136],"which":[9,80,127],"requires":[10],"new":[11],"technologies":[12],"and":[13,27,63,95,100,124,130,141,147,151],"architectures":[14],"so":[15],"that":[16,92],"it":[17,24,37,89],"becomes":[18,38,90],"possible":[19],"to":[20,31,41,53,85,102,180],"extract":[21],"value":[22,62],"from":[23],"by":[25],"capturing":[26],"analysis":[28,44],"process.":[29],"Due":[30],"such":[32],"size":[34],"very":[39],"difficult":[40],"perform":[42],"effective":[43,129],"using":[45],"the":[46,78,86,112,121,134,166,175],"existing":[47,125],"traditional":[48],"techniques.":[49],"due":[52],"its":[54,118,156],"various":[55,93,145],"properties":[56],"like":[57],"volume,":[58],"velocity,":[59],"variety,":[60],"variability,":[61],"complexity":[64],"put":[65],"forward":[66],"many":[67],"challenges.":[68],"Since":[69],"a":[73],"recent":[74],"upcoming":[75],"technology":[76,104,115],"in":[77,98,120,132,149,162],"market":[79],"can":[81],"bring":[82],"huge":[83],"benefits":[84],"business":[87],"organizations,":[88],"necessary":[91],"challenges":[94,146],"issues":[96,148],"associated":[97],"bringing":[99],"adapting":[101,150],"this":[103],"are":[105,128,159],"brought":[106],"into":[107,138],"light.":[108],"This":[109],"paper":[110,172],"introduces":[111],"along":[116,164],"with":[117,165,174],"importance":[119],"modern":[122],"world":[123],"projects":[126],"important":[131],"changing":[133],"concept":[135],"science":[137,140],"big":[139],"society":[142],"too.":[143],"The":[144,171],"accepting":[152],"technology,":[155],"tools":[157],"(Hadoop)":[158],"also":[160],"discussed":[161],"detail":[163],"problems":[167],"Hadoop":[168],"facing.":[170],"concludes":[173],"Good":[176],"practices":[179],"be":[181],"followed.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":61},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":95},{"year":2020,"cited_by_count":100},{"year":2019,"cited_by_count":99},{"year":2018,"cited_by_count":119},{"year":2017,"cited_by_count":90},{"year":2016,"cited_by_count":77},{"year":2015,"cited_by_count":58},{"year":2014,"cited_by_count":30}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}