{"id":9809,"date":"2021-11-03T10:55:38","date_gmt":"2021-11-03T13:55:38","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=9809"},"modified":"2022-09-29T17:07:33","modified_gmt":"2022-09-29T20:07:33","slug":"oltp-e-olap","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/oltp-e-olap\/","title":{"rendered":"OLTP e OLAP: O que s\u00e3o e quais as diferen\u00e7as?"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"307\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/oltp-e-olap-corpo-1024x307.jpg\" alt=\"Homem segurando uma caneta e mexendo em graficos em uma tela transparente \" class=\"wp-image-9813\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/oltp-e-olap-corpo-980x294.jpg 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/oltp-e-olap-corpo-480x144.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Atualizado em: 29\/09\/2022<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OLTP e OLAP. Essas duas siglas s\u00e3o frequentes no universo de<a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/glossario-de-business-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\"> <em>Business Intelligence (<\/em>BI)<\/a>. Por isso, compreender os dois conceitos \u00e9 importante para <strong>saber em quais situa\u00e7\u00f5es aplic\u00e1-las<\/strong>, de modo que os dados sejam processados corretamente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Neste artigo, voc\u00ea entender\u00e1 as principais diferen\u00e7as entre eles e entender\u00e1 quando aplicar cada uma delas. Continue a leitura e confira!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Qual o significado de OLTP e OLAP?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Apesar de apresentarem nomes parecidos, seus <strong>conceitos e aplica\u00e7\u00f5es s\u00e3o bem diferentes<\/strong>. Portanto, entender a fun\u00e7\u00e3o de cada um \u00e9 fundamental para utiliz\u00e1-los corretamente.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>OLTP ou <em>Online Transaction Processing<\/em> (Processamento de Transa\u00e7\u00f5es Online, em portugu\u00eas) serve para designar os sistemas operacionais com dados transacionais.<\/strong>&nbsp;<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Al\u00e9m de fornecerem assist\u00eancia para as atividades na vis\u00e3o operacional, o OLTP processa dados dos diversos sistemas com informa\u00e7\u00f5es variadas da companhia.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Por outro lado, o OLAP ou <em>Online Analytical Processing<\/em> (Processamento Anal\u00edtico Online), \u00e9 uma habilidade para executar dentro do <\/strong><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/data-warehouse\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Warehouse<\/strong><\/a><strong> e realizar an\u00e1lises dos grandes volumes de dados<\/strong>.&nbsp;<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Ele tamb\u00e9m contribui com as atividades de BI para visualiza\u00e7\u00e3o das informa\u00e7\u00f5es gerenciais e d\u00e1 suporte para as fun\u00e7\u00f5es de an\u00e1lises do neg\u00f3cio organizacional.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Assim, quando voc\u00ea aplica alguma ferramenta anal\u00edtica de BI quer dizer que usa OLAP, no sentido de receber suporte informativo para gerenciar o neg\u00f3cio, ap\u00f3s visualizar informa\u00e7\u00f5es administrativas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mas, qual \u00e9 a diferen\u00e7a entre OLTP e OLAP?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Um exemplo pr\u00e1tico ajuda para uma melhor compreens\u00e3o de OLTP e OLAP. Ent\u00e3o, imagine que em um dia de trabalho, de manh\u00e3, o gerente envia um relat\u00f3rio para indicar quais colaboradores ganham mais de R$ 20 mil (OLAP). Ap\u00f3s almo\u00e7ar, o mesmo gestor contrata 2 novos colaboradores e registra as contra\u00e7\u00f5es no sistema de funcion\u00e1rios ativos (OLTP).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"leia-mais-linkedin\">Na ess\u00eancia, enquanto <strong>OLAP foca em servi\u00e7os gerenciais<\/strong>, um <strong>OLTP objetiva o lado operacional<\/strong>. Abaixo, listamos as principais diferen\u00e7as desses termos. Siga a leitura e descubra mais dos dois processos.<a href=\"https:\/\/br.freepik.com\/vetores-gratis\/gerentes-de-vendas-com-laptops-e-grafico-de-crescimento-crescimento-de-vendas-e-conceito-de-gerente-contabilidade-promocao-de-vendas-e-operacoes-em-fundo-branco_11667200.htm#page=1&amp;query=analise%20dados&amp;position=40&amp;from_view=search\"><\/a><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/oltp-e-olap-vetor-1-1-1024x683.jpg\" alt=\"oltp-e-olap em vetor\" class=\"wp-image-9812\" width=\"473\" height=\"315\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Foco<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">OLTP foca os n\u00edveis operacionais de um neg\u00f3cio, ou seja, a execu\u00e7\u00e3o das opera\u00e7\u00f5es no dia a dia. Em contrapartida, o OLAP objetiva o n\u00edvel estrat\u00e9gico de uma institui\u00e7\u00e3o, de modo a servir como base informativa para as tomadas de decis\u00f5es.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Desempenho<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ao que tange \u00e0 performance, o OLPT tem uma velocidade superior no processamento e uso dos dados operacionais, sem muita efici\u00eancia na an\u00e1lise para delibera\u00e7\u00f5es administrativas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OLAP otimiza os relat\u00f3rios e a produ\u00e7\u00e3o de an\u00e1lises automatizadas, para melhorar a capacidade de leitura dos gestores antes da tomada de decis\u00e3o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Estrutura de dados<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Os dados de OLTP s\u00e3o ricos nos detalhes e est\u00e3o em um sistema estruturado que serve como o reposit\u00f3rio das informa\u00e7\u00f5es abundantes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dados de OLAP s\u00e3o menos detalhistas, mais sumarizados e repletos de \u00edndices. A modelagem dimensional \u2014 t\u00e9cnica vi\u00e1vel para bancos de dados que devem responder consultas em um <em>Data Warehouse<\/em> \u2014 \u00e9 o que forma a estrutura dos conte\u00fados disponibilizados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Armazenamento de dados<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O armazenamento acontece em bancos de dados mais convencionais, no OLTP. J\u00e1 o OLAP requer uma estrutura avan\u00e7ada para armazenamento, como o <em>Data Warehouse<\/em>, o qual \u00e9 capaz de otimizar a performance com extensos volumes de informa\u00e7\u00f5es.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Abrang\u00eancia de utiliza\u00e7\u00e3o<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">OLTP \u00e9 recomendado para profissionais t\u00e9cnicos de diversas \u00e1reas operacionais de um empreendimento. OLAP abrange analistas e gestores respons\u00e1veis por tomarem decis\u00f5es estrat\u00e9gicas em uma organiza\u00e7\u00e3o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Atualiza\u00e7\u00f5es<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">No OLPT existe alta demanda por atualiza\u00e7\u00f5es que ocorrem ap\u00f3s qualquer altera\u00e7\u00e3o no banco de dados. Com o OLAP h\u00e1 menos frequ\u00eancia \u2014 \u00e9 preciso atualizar depois do carregamento de novas informa\u00e7\u00f5es, normalmente uma vez por semana, m\u00eas ou ano.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Volatilidade<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">No OLPT os dados s\u00e3o vol\u00e1teis, isto \u00e9, podem ser modificados ou exclu\u00eddos. J\u00e1 no OLAP as informa\u00e7\u00f5es est\u00e3o vis\u00edveis e sem permiss\u00e3o para deletar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Permiss\u00f5es<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">OLTP e OLAP tamb\u00e9m se diferenciam nos tipos de permiss\u00f5es. O primeiro permite leitura, edi\u00e7\u00f5es e exclus\u00e3o. O segundo autoriza s\u00f3 a visualiza\u00e7\u00e3o para alguns usu\u00e1rios, mas os gestores podem ler, editar ou inserir dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ent\u00e3o, agora que voc\u00ea entendeu mais sobre as diferen\u00e7as entre OLTP e OLAP, ficar\u00e1 mais f\u00e1cil designar qual deles utilizar em seus processos, n\u00e3o \u00e9 mesmo?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">E para completar seu conhecimento sobre esses termos e garantir um entendimento completo sobre seus processos, recomendamos a leitura de um artigo sobre o <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/business-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Business Intelligence<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Transforme sua empresa em um neg\u00f3cio regido pelo BI.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Saiba como trabalhar com sistemas que transformam dados em insights poderosos e inteligentes. Conhe\u00e7a um time de especialistas que pode transformar a forma que voc\u00ea maneja seu neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Preencha o formul\u00e1rio abaixo e nossos especialistas entrar\u00e3o em contato.<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Tempo de leitura:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>Atualizado em: 29\/09\/2022 OLTP e OLAP. Essas duas siglas s\u00e3o frequentes no universo de Business Intelligence (BI). Por isso, compreender os dois conceitos \u00e9 importante para saber em quais situa\u00e7\u00f5es aplic\u00e1-las, de modo que os dados sejam processados corretamente. Neste artigo, voc\u00ea entender\u00e1 as principais diferen\u00e7as entre eles e entender\u00e1 quando aplicar cada uma delas. [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":9810,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"1080","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[15,52],"tags":[],"class_list":["post-9809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-dados"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>OLTP e OLAP: O que s\u00e3o e quais as diferen\u00e7as?<\/title>\n<meta name=\"description\" content=\"O que s\u00e3o OLTP e OLAP? Quais as diferen\u00e7as entre os dois conceitos? Quando aplicar um ou outro na sua empresa? 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