{"id":"https://openalex.org/W3041531047","doi":"https://doi.org/10.13053/cys-24-2-3401","title":"Performance Analysis of Distributed Computing Frameworks for Big Data Analytics: Hadoop Vs Spark","display_name":"Performance Analysis of Distributed Computing Frameworks for Big Data Analytics: Hadoop Vs Spark","publication_year":2020,"publication_date":"2020-06-30","ids":{"openalex":"https://openalex.org/W3041531047","doi":"https://doi.org/10.13053/cys-24-2-3401","mag":"3041531047"},"language":"es","primary_location":{"id":"doi:10.13053/cys-24-2-3401","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3401","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","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/A5059069176","display_name":"Shwet Ketu","orcid":null},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shwet Ketu","raw_affiliation_strings":["Banaras Hindu Univ., India"],"affiliations":[{"raw_affiliation_string":"Banaras Hindu Univ., India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081133318","display_name":"Pramod Kumar Mishra","orcid":"https://orcid.org/0000-0003-3957-1161"},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pramod Kumar Mishra","raw_affiliation_strings":["Banaras Hindu Univ., India"],"affiliations":[{"raw_affiliation_string":"Banaras Hindu Univ., India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004401828","display_name":"Sonali Agarwal","orcid":"https://orcid.org/0000-0001-9083-5033"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonali Agarwal","raw_affiliation_strings":["Indian Institute of Information and Technology, Allahabad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information and Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059069176"],"corresponding_institution_ids":["https://openalex.org/I91357014"],"apc_list":null,"apc_paid":null,"fwci":4.5374,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95249563,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9901999831199646,"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/T11719","display_name":"Data Quality and Management","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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":0.9258164167404175},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.8708159923553467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8129337430000305},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.5374115109443665},{"id":"https://openalex.org/keywords/data-intensive-computing","display_name":"Data-intensive computing","score":0.534302830696106},{"id":"https://openalex.org/keywords/distributed-file-system","display_name":"Distributed File System","score":0.5283192992210388},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.476187139749527},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4518931210041046},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.43745148181915283},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43670228123664856},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4312955141067505},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4234023690223694},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36979880928993225},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3635003864765167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2229696810245514},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.167229562997818}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9258164167404175},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8708159923553467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8129337430000305},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.5374115109443665},{"id":"https://openalex.org/C76831024","wikidata":"https://www.wikidata.org/wiki/Q5227096","display_name":"Data-intensive computing","level":4,"score":0.534302830696106},{"id":"https://openalex.org/C152043487","wikidata":"https://www.wikidata.org/wiki/Q1229600","display_name":"Distributed File System","level":2,"score":0.5283192992210388},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.476187139749527},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4518931210041046},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.43745148181915283},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43670228123664856},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4312955141067505},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4234023690223694},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36979880928993225},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3635003864765167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2229696810245514},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.167229562997818},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13053/cys-24-2-3401","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-24-2-3401","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2069433961"],"related_works":["https://openalex.org/W4283773839","https://openalex.org/W1967005229","https://openalex.org/W1001164085","https://openalex.org/W2353464440","https://openalex.org/W2158030964","https://openalex.org/W2897284527","https://openalex.org/W4245739387","https://openalex.org/W3041531047","https://openalex.org/W2346642182","https://openalex.org/W2378936200"],"abstract_inverted_index":{"In":[0,107],"the":[1,5,18,52,75,87,123,147,162],"last":[2],"one":[3],"decade,":[4],"tremendous":[6],"growth":[7],"in":[8],"data":[9,12,32,56,93,134],"emphasizes":[10],"big":[11,31,45,55,92],"storage":[13],"and":[14,40,63,95,117,138,152],"management":[15,96],"issues":[16],"with":[17,30,59,79],"highest":[19],"priorities.":[20],"For":[21],"providing":[22],"better":[23],"support":[24],"to":[25,99,145],"software":[26],"developers":[27],"for":[28,154],"dealing":[29],"problems,":[33],"new":[34],"programming":[35,77],"platforms":[36],"are":[37],"continuously":[38],"developing":[39],"Hadoop":[41,66,115,150],"MapReduce":[42,76,116,151],"is":[43,85],"a":[44,70,80,111],"game-changer":[46],"followed":[47],"by":[48],"Spark":[49,84,118,153],"which":[50],"sets":[51],"world":[53],"of":[54,104,114,125,131,149,161],"on":[57,74,86,122],"fire":[58],"its":[60],"processing":[61],"speed":[62],"comfortable":[64],"APIs.":[65],"framework":[67,97],"emerged":[68],"as":[69],"leading":[71],"tool":[72],"based":[73],"model":[78],"distributed":[81,163],"file":[82],"system.":[83],"other":[88],"hand,":[89],"recently":[90],"developed":[91],"analysis":[94,113,141],"used":[98],"explore":[100],"unlimited":[101],"underlying":[102],"features":[103],"Big":[105],"Data.":[106],"this":[108],"research":[109],"work,":[110],"comparative":[112],"has":[119,142],"been":[120,143],"presented":[121],"basis":[124],"working":[126],"principle,":[127],"performance,":[128],"cost,":[129],"ease":[130],"use,":[132],"compatibility,":[133],"processing,":[135],"failure":[136],"tolerance,":[137],"security.":[139],"Experimental":[140],"performed":[144],"observe":[146],"performance":[148],"establishing":[155],"their":[156],"suitability":[157],"under":[158],"different":[159],"constraints":[160],"computing":[164],"environment.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
