{"id":"https://openalex.org/W2806150865","doi":"https://doi.org/10.1134/s0361768818030052","title":"Towards a Cloud Computing Paradigm for Big Data Analysis in Smart Cities","display_name":"Towards a Cloud Computing Paradigm for Big Data Analysis in Smart Cities","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2806150865","doi":"https://doi.org/10.1134/s0361768818030052","mag":"2806150865"},"language":"en","primary_location":{"id":"doi:10.1134/s0361768818030052","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0361768818030052","pdf_url":null,"source":{"id":"https://openalex.org/S150218641","display_name":"Programming and Computer Software","issn_l":"0361-7688","issn":["0361-7688","1608-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Programming and Computer Software","raw_type":"journal-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/A5074729704","display_name":"Renzo Massobrio","orcid":"https://orcid.org/0000-0002-0040-3681"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"R. Massobrio","raw_affiliation_strings":["Universidad de la Republica, Montevideo, 11200, Uruguay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de la Republica, Montevideo, 11200, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067234669","display_name":"Sergio Nesmachnow","orcid":"https://orcid.org/0000-0002-8146-4012"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"S. Nesmachnow","raw_affiliation_strings":["Universidad de la Republica, Montevideo, 11200, Uruguay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de la Republica, Montevideo, 11200, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085395386","display_name":"Andrei Tchernykh","orcid":"https://orcid.org/0000-0001-5029-5212"},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]},{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I4210101868","display_name":"Institute for System Programming","ror":"https://ror.org/017ef8252","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210101868","https://openalex.org/I4210124601"]},{"id":"https://openalex.org/I64663401","display_name":"Centro de Investigaci\u00f3n Cient\u00edfica y de Educaci\u00f3n Superior de Ensenada","ror":"https://ror.org/04znhwb73","country_code":"MX","type":"facility","lineage":["https://openalex.org/I64663401"]}],"countries":["MX","RU"],"is_corresponding":false,"raw_author_name":"A. Tchernykh","raw_affiliation_strings":["CICESE Research Center, Carretera Tijuana-Ensenada 3918, Fraccionamiento Zona Playitas, Ensenada, BC, 22860, Mexico","Institute for System Programming of the RAS, Moscow, 109004, Russia","Moscow Institute of Physics and Technology, Dolgoprudny, Moscow oblast, 141701, Russia","South Ural State University, Chelyabinsk, 454080, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICESE Research Center, Carretera Tijuana-Ensenada 3918, Fraccionamiento Zona Playitas, Ensenada, BC, 22860, Mexico","institution_ids":["https://openalex.org/I64663401"]},{"raw_affiliation_string":"Institute for System Programming of the RAS, Moscow, 109004, Russia","institution_ids":["https://openalex.org/I4210101868"]},{"raw_affiliation_string":"Moscow Institute of Physics and Technology, Dolgoprudny, Moscow oblast, 141701, Russia","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"South Ural State University, Chelyabinsk, 454080, Russia","institution_ids":["https://openalex.org/I107640659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108443332","display_name":"Arutyun Avetisyan","orcid":"https://orcid.org/0000-0002-0470-9944"},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]},{"id":"https://openalex.org/I4210101868","display_name":"Institute for System Programming","ror":"https://ror.org/017ef8252","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210101868","https://openalex.org/I4210124601"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Avetisyan","raw_affiliation_strings":["Institute for System Programming of the RAS, Moscow, 109004, Russia","Lomonosov Moscow State University, Moscow, 119991, Russia","Moscow Institute of Physics and Technology, Dolgoprudny, Moscow oblast, 141701, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for System Programming of the RAS, Moscow, 109004, Russia","institution_ids":["https://openalex.org/I4210101868"]},{"raw_affiliation_string":"Lomonosov Moscow State University, Moscow, 119991, Russia","institution_ids":["https://openalex.org/I19880235"]},{"raw_affiliation_string":"Moscow Institute of Physics and Technology, Dolgoprudny, Moscow oblast, 141701, Russia","institution_ids":["https://openalex.org/I153845743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008491890","display_name":"Gleb Radchenko","orcid":"https://orcid.org/0000-0002-7145-5630"},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"G. Radchenko","raw_affiliation_strings":["South Ural State University, Chelyabinsk, 454080, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South Ural State University, Chelyabinsk, 454080, Russia","institution_ids":["https://openalex.org/I107640659"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0204,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.96135871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"44","issue":"3","first_page":"181","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cloud-computing","display_name":"Cloud computing","score":0.8489681482315063},{"id":"https://openalex.org/keywords/ticket","display_name":"Ticket","score":0.7977689504623413},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7917808294296265},{"id":"https://openalex.org/keywords/smart-card","display_name":"Smart card","score":0.7845035791397095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.724015474319458},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5805004239082336},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5192058682441711},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4768839180469513},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.46600374579429626},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4528839886188507},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4425343871116638},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.42143067717552185},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.402206152677536},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3489668369293213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2631644010543823},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25509822368621826},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18382790684700012},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.18358063697814941},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17692768573760986},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12141495943069458},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.10040894150733948},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08286550641059875}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8489681482315063},{"id":"https://openalex.org/C2776540713","wikidata":"https://www.wikidata.org/wiki/Q7800647","display_name":"Ticket","level":2,"score":0.7977689504623413},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7917808294296265},{"id":"https://openalex.org/C110406131","wikidata":"https://www.wikidata.org/wiki/Q41349","display_name":"Smart card","level":2,"score":0.7845035791397095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.724015474319458},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5805004239082336},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5192058682441711},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4768839180469513},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.46600374579429626},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4528839886188507},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4425343871116638},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.42143067717552185},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.402206152677536},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3489668369293213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2631644010543823},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25509822368621826},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18382790684700012},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.18358063697814941},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17692768573760986},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12141495943069458},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.10040894150733948},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08286550641059875},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1134/s0361768818030052","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0361768818030052","pdf_url":null,"source":{"id":"https://openalex.org/S150218641","display_name":"Programming and Computer Software","issn_l":"0361-7688","issn":["0361-7688","1608-3261"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Programming and Computer Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310753","display_name":"Agencia Nacional de Investigaci\u00f3n e Innovaci\u00f3n","ror":"https://ror.org/03egaj678"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1526359699","https://openalex.org/W1555816456","https://openalex.org/W1580684925","https://openalex.org/W1598064945","https://openalex.org/W1615566879","https://openalex.org/W1980518068","https://openalex.org/W1998277768","https://openalex.org/W2035971144","https://openalex.org/W2038921590","https://openalex.org/W2049329086","https://openalex.org/W2076663670","https://openalex.org/W2096120508","https://openalex.org/W2104349879","https://openalex.org/W2111688141","https://openalex.org/W2158865579","https://openalex.org/W2173213060","https://openalex.org/W2217607432","https://openalex.org/W2292548112","https://openalex.org/W2293786206","https://openalex.org/W2307933510","https://openalex.org/W2316269269","https://openalex.org/W2345172924","https://openalex.org/W2575477798","https://openalex.org/W2608913674","https://openalex.org/W2782635442","https://openalex.org/W4241990970","https://openalex.org/W4245256586","https://openalex.org/W4251986490","https://openalex.org/W6822113271"],"related_works":["https://openalex.org/W132856376","https://openalex.org/W4288388931","https://openalex.org/W2892636954","https://openalex.org/W4206805925","https://openalex.org/W4375841483","https://openalex.org/W647634708","https://openalex.org/W777477939","https://openalex.org/W627358976","https://openalex.org/W608920586","https://openalex.org/W598805835"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,36,49],"Big":[6],"Data":[7],"analysis":[8],"paradigm":[9],"related":[10],"to":[11],"smart":[12],"cities":[13],"using":[14,27,43,52],"cloud":[15],"computing":[16],"infrastructures.":[17],"The":[18,71],"proposed":[19,77],"architecture":[20],"follows":[21],"the":[22,28,65,76],"MapReduce":[23],"parallel":[24],"model":[25,78],"implemented":[26],"Hadoop":[29],"framework.":[30],"We":[31],"analyse":[32],"two":[33],"case":[34,59],"studies:":[35],"quality-of-service":[37],"assessment":[38],"of":[39,68,83],"public":[40],"transportation":[41,66],"system":[42,67],"historical":[44],"bus":[45],"location":[46],"data,":[47],"and":[48],"passenger-mobility":[50],"estimation":[51],"ticket":[53],"sales":[54],"data":[55,63,84],"from":[56,64],"smartcards.":[57],"Both":[58],"studies":[60],"use":[61],"real":[62],"Montevideo,":[69],"Uruguay.":[70],"experimental":[72],"evaluation":[73],"demonstrates":[74],"that":[75],"allows":[79],"processing":[80],"large":[81],"volumes":[82],"efficiently.":[85]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}