{"id":1799,"date":"2022-10-21T15:24:07","date_gmt":"2022-10-21T18:24:07","guid":{"rendered":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/?page_id=1799"},"modified":"2022-11-29T11:19:15","modified_gmt":"2022-11-29T14:19:15","slug":"map-reduce","status":"publish","type":"page","link":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/","title":{"rendered":"Map Reduce"},"content":{"rendered":"<div class='container'>\n<p>Com o avan\u00e7o da tecnologia e da implementa\u00e7\u00e3o de softwares para gest\u00e3o das empresas, o ac\u00famulo de dados aumentou, a capacidade de armazenamento de dados tamb\u00e9m cresceu, contudo a leitura e processamento desses dados acumulados n\u00e3o acompanhou essa mesma evolu\u00e7\u00e3o. Como solu\u00e7\u00e3o para esse problema surgiu o Hadoop, software livre da Apache Software Foundation que tem como principal foco processar grandes quantidades de dados da maneira mais eficiente poss\u00edvel atrav\u00e9s da metodologia de MapReduce.<\/p>\n<p>MapReduce \u00e9 um processo que permite o processamento paralelo de grandes conjuntos de dados de forma distribu\u00edda, transformando assim esses dados em peda\u00e7os menores.<\/p>\n<p><b>Quando isso \u00e9 \u00fatil e por que devemos utilizar essa solu\u00e7\u00e3o?<\/b><\/p>\n<div class='bloco_duplo'>\n<div class='conteudo'>\n<p>Uma empresa hoje opera diversos softwares dentro do seu ecossistema de gest\u00e3o: CRM, ERP, software de controle financeiro, planilhas, an\u00e1lises de marketing (leads e resultados gerados) dentre outras. Como podemos conectar todas essas fontes de informa\u00e7\u00e3o que originalmente n\u00e3o est\u00e3o ligadas entre si e extrair insights desses dados?<\/p>\n<p>Ap\u00f3s conectar todas as fontes teremos uma base de dados enorme. \u00c9 a\u00ed que o processo de MapReduce entra em a\u00e7\u00e3o para tratar esses dados e reduzi-los em conjuntos menores e ent\u00e3o possibilitar uma an\u00e1lise qualitativa dos dados.<\/p>\n<p>Em resumo, para viabilizar o tratamento de grandes volumes de dados com velocidade, \u00e9 poss\u00edvel utilizar processos de mapeamento e redu\u00e7\u00e3o, que combinam m\u00faltiplos valores de um dataset em um \u00fanico valor, culminando ent\u00e3o com peda\u00e7os de dados menores, mais objetivos e prontos para serem aplicados em an\u00e1lises reais.<\/p>\n<\/div>\n<div class='conteudo'>\n<img src=\"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/wp-content\/uploads\/2022\/11\/map-reduce-1.png\" alt=\"\" width=\"867\" height=\"395\" class=\"aligncenter size-full wp-image-2372\" \/><br \/>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":2999,"parent":44,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page_templates\/full_width.template.php","meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.10 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Map Reduce | Exent Performance Digital<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Map Reduce | Exent Performance Digital\" \/>\n<meta property=\"og:url\" content=\"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/\" \/>\n<meta property=\"og:site_name\" content=\"Exent Performance Digital\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-29T14:19:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/wp-content\/uploads\/2022\/11\/banner_exent_map-reduce.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2100\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Map Reduce | Exent Performance Digital","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"pt_BR","og_type":"article","og_title":"Map Reduce | Exent Performance Digital","og_url":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/","og_site_name":"Exent Performance Digital","article_modified_time":"2022-11-29T14:19:15+00:00","og_image":[{"width":2100,"height":800,"url":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/wp-content\/uploads\/2022\/11\/banner_exent_map-reduce.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. tempo de leitura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/","url":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/","name":"Map Reduce | Exent Performance Digital","isPartOf":{"@id":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/#website"},"datePublished":"2022-10-21T18:24:07+00:00","dateModified":"2022-11-29T14:19:15+00:00","breadcrumb":{"@id":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/negocios-servicos\/data-analytics-services\/map-reduce\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/projetos4.exentdev.com.br\/ws\/8.0\/exent\/dev\/"},{"@type":"ListItem","position":2,"name":"Neg\u00f3cios &#038; 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