{"id":"https://openalex.org/W4290059108","doi":"https://doi.org/10.1186/s13677-022-00301-w","title":"Big data analytics in Cloud computing: an overview","display_name":"Big data analytics in Cloud computing: an overview","publication_year":2022,"publication_date":"2022-08-06","ids":{"openalex":"https://openalex.org/W4290059108","doi":"https://doi.org/10.1186/s13677-022-00301-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/35966392"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00301-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00301-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00301-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00301-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047213413","display_name":"Blend Berisha","orcid":null},"institutions":[{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["XK"],"is_corresponding":false,"raw_author_name":"Blend Berisha","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]},{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028906497","display_name":"Endrit M\u00ebziu","orcid":null},"institutions":[{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["XK"],"is_corresponding":false,"raw_author_name":"Endrit M\u00ebziu","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]},{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084433027","display_name":"Isak Shabani","orcid":"https://orcid.org/0000-0003-2071-6834"},"institutions":[{"id":"https://openalex.org/I78768387","display_name":"University of Prishtina","ror":"https://ror.org/05t3p2g92","country_code":"XK","type":"education","lineage":["https://openalex.org/I78768387"]}],"countries":["XK"],"is_corresponding":false,"raw_author_name":"Isak Shabani","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000 Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]},{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Department of Computer Engineering, University of Prishtina, 10000, Prishtina, Kosovo","institution_ids":["https://openalex.org/I78768387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":43.658,"has_fulltext":true,"cited_by_count":155,"citation_normalized_percentile":{"value":0.99870986,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"1","first_page":"24","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.9997000098228455,"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/T14347","display_name":"Big Data and Digital Economy","score":0.9997000098228455,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.942300021648407,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9420999884605408,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/big-data","display_name":"Big data","score":0.9303722977638245},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8123003244400024},{"id":"https://openalex.org/keywords/petabyte","display_name":"Petabyte","score":0.7725887894630432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7296896576881409},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7273447513580322},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6302325129508972},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5116327404975891},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.46446675062179565},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4572967290878296},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.42368948459625244},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2295701503753662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15261322259902954}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9303722977638245},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8123003244400024},{"id":"https://openalex.org/C13600138","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Petabyte","level":3,"score":0.7725887894630432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7296896576881409},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7273447513580322},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6302325129508972},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5116327404975891},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.46446675062179565},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4572967290878296},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.42368948459625244},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2295701503753662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15261322259902954},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13677-022-00301-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00301-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00301-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmid:35966392","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35966392","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of cloud computing (Heidelberg, Germany)","raw_type":null},{"id":"pmh:oai:doaj.org/article:7c8b983bb3344cbe9c272c36849d8716","is_oa":true,"landing_page_url":"https://doaj.org/article/7c8b983bb3344cbe9c272c36849d8716","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-10 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9362456","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9362456","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Cloud Comput (Heidelb)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00301-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00301-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00301-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290059108.pdf","grobid_xml":"https://content.openalex.org/works/W4290059108.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2076257979","https://openalex.org/W2125800352","https://openalex.org/W2460071091"],"related_works":["https://openalex.org/W2936171637","https://openalex.org/W1586214342","https://openalex.org/W2260589296","https://openalex.org/W2990494149","https://openalex.org/W3157828377","https://openalex.org/W2913151401","https://openalex.org/W4367856707","https://openalex.org/W4293245862","https://openalex.org/W3123352720","https://openalex.org/W2150941767"],"abstract_inverted_index":{"Big":[0,61,117,123,146,168,185,191,216],"Data":[1,62,124,147,192,217],"and":[2,55,71,95,156,182,204],"Cloud":[3,77],"Computing":[4],"as":[5,149,199,212,247,265],"two":[6],"mainstream":[7],"technologies,":[8],"are":[9,42,110],"at":[10],"the":[11,16,80,86,114,165,170,205,258],"center":[12],"of":[13,24,59,75,116,131,135,145,167,172,184,215,242,275],"concern":[14],"in":[15,36,92,153,219],"IT":[17],"field.":[18],"Every":[19],"day":[20],"a":[21,57,64,93,150,161,178,213,222,231,245,248],"huge":[22],"amount":[23,171],"data":[25,32,52,173,234],"is":[26,33,63,83,125,175,230],"produced":[27],"from":[28,207],"different":[29,262,273],"sources.":[30],"This":[31,140],"so":[34],"big":[35],"size":[37],"that":[38,66,174,236],"traditional":[39],"processing":[40,70],"tools":[41],"unable":[43],"to":[44,88,112,128,164,209,260],"deal":[45],"with":[46,68],"them.":[47],"Besides":[48],"being":[49,126],"big,":[50],"this":[51],"moves":[53],"fast":[54],"has":[56],"lot":[58],"variety.":[60],"concept":[65,166],"deals":[67],"storing,":[69],"analyzing":[72],"large":[73],"amounts":[74],"data.":[76,243],"computing":[78],"on":[79,177,272],"other":[81],"hand":[82],"about":[84],"offering":[85],"infrastructure":[87],"enable":[89],"such":[90,198,264],"processes":[91],"cost-effective":[94],"efficient":[96],"manner.":[97],"Many":[98],"sectors,":[99],"including":[100],"among":[101],"others":[102],"businesses":[103],"(small":[104],"or":[105],"large),":[106],"healthcare,":[107,120],"education,":[108],"etc.":[109,139],"trying":[111],"leverage":[113],"power":[115],"Data.":[118,186],"In":[119],"for":[121],"example,":[122],"used":[127],"reduce":[129],"costs":[130],"treatment,":[132],"predict":[133],"outbreaks":[134],"pandemics,":[136],"prevent":[137],"diseases":[138],"paper,":[141],"presents":[142],"an":[143],"overview":[144],"Analytics":[148,193],"crucial":[151],"process":[152],"many":[154],"fields":[155],"sectors.":[157],"We":[158,187,256],"start":[159],"by":[160],"brief":[162],"introduction":[163],"Data,":[169],"generated":[176],"daily":[179],"bases,":[180],"features":[181],"characteristics":[183],"then":[188],"delve":[189],"into":[190],"were":[194],"we":[195,225],"discuss":[196],"issues":[197],"analytics":[200,202,218],"cycle,":[201],"benefits":[203],"movement":[206],"ETL":[208],"ELT":[210],"paradigm":[211],"result":[214],"Cloud.":[220],"As":[221,244],"case":[223],"study":[224],"analyze":[226],"Google's":[227],"BigQuery":[228],"which":[229],"fully-managed,":[232],"serverless":[233],"warehouse":[235],"enables":[237],"scalable":[238],"analysis":[239],"over":[240],"petabytes":[241],"Platform":[246],"Service":[249],"(PaaS)":[250],"supports":[251],"querying":[252],"using":[253],"ANSI":[254],"SQL.":[255],"use":[257],"tool":[259],"perform":[261],"experiments":[263],"average":[266,268,270],"read,":[267],"compute,":[269],"write,":[271],"sizes":[274],"datasets.":[276]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":47},{"year":2024,"cited_by_count":61},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}