{"id":1530,"date":"2014-12-16T19:21:37","date_gmt":"2014-12-16T19:21:37","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=1530"},"modified":"2019-02-18T06:34:41","modified_gmt":"2019-02-18T14:34:41","slug":"cost-computing-large-energy-consumption-massive-cost-running-data-center-and-how-couchbase-can-help","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/cost-computing-large-energy-consumption-massive-cost-running-data-center-and-how-couchbase-can-help\/","title":{"rendered":"Custo de computa\u00e7\u00e3o, grande consumo de energia, custo enorme de opera\u00e7\u00e3o do data center... E como o Couchbase pode ajud\u00e1-lo a reduzir tudo isso"},"content":{"rendered":"<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Passei os \u00faltimos anos em v\u00e1rias empresas com grandes necessidades computacionais. Tanto no Azure da Microsoft quanto no Twitter, o custo de computa\u00e7\u00e3o (tamb\u00e9m conhecido como os $s necess\u00e1rios para executar seus sistemas) era uma m\u00e9trica fundamental para o sucesso. N\u00e3o \u00e9 de surpreender que, com o surgimento do Big Data, voc\u00ea simplesmente precise de mais capacidade computacional: mais servidores, mais armazenamento, mais n\u00facleos e assim por diante... O impacto do Big Data tamb\u00e9m n\u00e3o est\u00e1 restrito apenas a grandes empresas como a Microsoft ou o Twitter. Essa \u00e9 uma preocupa\u00e7\u00e3o para empresas de todos os tamanhos. As startups emergentes e at\u00e9 mesmo algumas pequenas e m\u00e9dias empresas cl\u00e1ssicas est\u00e3o come\u00e7ando a analisar o custo da computa\u00e7\u00e3o em suas implementa\u00e7\u00f5es na nuvem ou em seus pr\u00f3prios data centers.<\/span><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Nesta postagem, gostaria de dar uma olhada no custo da computa\u00e7\u00e3o e em como o Couchbase pode ajudar a reduzir o custo do seu data center, melhorar a efici\u00eancia energ\u00e9tica e reduzir o custo da computa\u00e7\u00e3o.<\/span><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><strong>Qual \u00e9 o custo da computa\u00e7\u00e3o?<\/strong><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">H\u00e1 v\u00e1rios estudos que voc\u00ea pode consultar, mas o resumo mais simplificado vem de James Hamilton. Conheci James na Microsoft no SQL Server e, nos \u00faltimos anos, ele escreveu muito na Amazon AWS sobre efici\u00eancia de data centers. \u00c9 sempre uma \u00f3tima leitura! Ele falou sobre os n\u00fameros da AWS em um post <\/span><a style=\"text-decoration: none;\" href=\"https:\/\/perspectives.mvdirona.com\/2010\/09\/18\/OverallDataCenterCosts.aspx\"><u>aqui<\/u><\/a><span style=\"background-color: transparent; color: #000000;\">. Esses n\u00fameros s\u00e3o semelhantes aos n\u00fameros mais recentes que tamb\u00e9m analisei...<\/span><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Voc\u00ea pode ler a postagem, mas aqui est\u00e1 o resumo de tudo: <\/span><\/span><\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">O DC moderno de grande porte t\u00edpico tem de 30 a 60 mil n\u00f3s.<\/span><\/span><\/li>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">S\u00e3o necess\u00e1rios ~$3M\/m\u00eas para operar um CD (em uma amortiza\u00e7\u00e3o de 3 anos e sem incluir os custos de constru\u00e7\u00e3o).<\/span><\/span><\/li>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">Custo de um \u00fanico n\u00f3: ~1K \/ ano ou ~$80 \/ m\u00eas. Dividindo o $80, voc\u00ea acaba com:<\/span><\/span>\n<ul>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">~$30-35\/m\u00eas para o custo de HW<\/span><\/span><\/span><\/li>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">~$25-35\/m\u00eas para energia por n\u00f3<\/span><\/span><\/span><\/li>\n<li dir=\"ltr\">\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">~$10\/m\u00eas para outras despesas<\/span><\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Se voc\u00ea nunca analisou o custo da computa\u00e7\u00e3o antes, o fato surpreendente aqui \u00e9 que tanto o <\/span>custo do servidor<span style=\"background-color: transparent; color: #000000;\"> e <\/span>custo da energia<span style=\"background-color: transparent; color: #000000;\"> dominam o c\u00e1lculo do custo. Vamos dar uma olhada mais profunda nesses aspectos e em como o Couchbase Server ajuda nisso;<\/span><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><strong>Custo dos n\u00f3s (servidores):<\/strong><span style=\"background-color: transparent; color: #000000;\"> Muitos usam caixas brancas para reduzir o custo, j\u00e1 que as marcas nomeadas podem custar mais. A maneira \u00f3bvia de otimizar esse item de linha do custo \u00e9 utilizar os n\u00f3s existentes em sua capacidade e minimizar a contagem de n\u00f3s. Consolidar as camadas do seu aplicativo para poder executar a mesma carga de trabalho em menos n\u00f3s \u00e9 uma parte importante da otimiza\u00e7\u00e3o aqui. O Couchbase se sai muito bem aqui devido \u00e0 sua heran\u00e7a com uma excelente tecnologia de cache: memcached. Embora muitas plataformas NoSQL ainda exijam uma camada de armazenamento em cache, o Couchbase combina o armazenamento em cache com o processamento do banco de dados em uma \u00fanica camada. <\/span><\/span><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">O custo dos componentes de computa\u00e7\u00e3o tamb\u00e9m est\u00e1 sempre mudando. O custo de mem\u00f3ria GB vs. armazenamento SSD vs. n\u00facleos, combinado com o uso de energia, pode ser um c\u00e1lculo complicado, portanto, \u00e9 fundamental ter plataformas que ofere\u00e7am suporte a op\u00e7\u00f5es flex\u00edveis de HW. O Couchbase Server lhe d\u00e1 a liberdade de escalonar para fora e para cima ao mesmo tempo. Com o Couchbase Server, voc\u00ea pode fazer scale-out e, por exemplo, implementar 10s de n\u00f3s do SKU A... Mas se voc\u00ea tiver um SKU B que seja dimensionado com mais mem\u00f3ria e\/ou n\u00facleos e\/ou largura de banda de E\/S, poder\u00e1 implementar proporcionalmente menos n\u00f3s!<\/span><\/span><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Tamb\u00e9m vale a pena mencionar aqui que o Couchbase expande e reduz facilmente seu cluster on-line, sem tempo de inatividade, para permitir que voc\u00ea utilize melhor sua capacidade computacional. <\/span><\/span><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><strong>Custo da energia:<\/strong><span style=\"background-color: transparent; color: #000000;\"> A distribui\u00e7\u00e3o de energia e os geradores de reserva podem aumentar o custo, mas a maior parte do custo da energia \u00e9 a alimenta\u00e7\u00e3o e o resfriamento. Os custos de kW\/h variam de acordo com a quantidade de energia que voc\u00ea compra em grandes quantidades e a regi\u00e3o geogr\u00e1fica em que se encontra. Voc\u00ea n\u00e3o tem muita independ\u00eancia sobre o custo da energia, mas pode otimizar a forma como a utiliza! E as mesmas otimiza\u00e7\u00f5es de que falamos acima tamb\u00e9m se aplicam \u00e0 redu\u00e7\u00e3o do consumo de energia:<\/span><\/span><\/span><\/p>\n<ul class=\"rteindent1\">\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">Consolida\u00e7\u00e3o das camadas do aplicativo - elimina\u00e7\u00e3o da camada de cache e fus\u00e3o com a camada de banco de dados<\/span><\/span><\/li>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">melhor utiliza\u00e7\u00e3o dos recursos computacionais de cada n\u00f3 - expans\u00e3o e redu\u00e7\u00e3o sob carga de trabalho vari\u00e1vel com elasticidade on-line<\/span><\/span><\/li>\n<li><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">capacidade de escolher entre uma variedade de tipos de m\u00e1quinas\/SKUs - capacidade de aumentar e\/ou diminuir a escala<\/span><\/span><\/li>\n<\/ul>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Os tr\u00eas itens acima podem reduzir o consumo de energia combinado por opera\u00e7\u00e3o. O Couchbase Server oferece a melhor flexibilidade em todas as tr\u00eas \u00e1reas. <\/span><\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">V\u00e1rios clientes conseguiram reduzir seu custo de computa\u00e7\u00e3o simplesmente mudando de outras solu\u00e7\u00f5es relacionais ou NoSQL para o Couchbase Server. E s\u00e3o as combina\u00e7\u00f5es simples dos tr\u00eas ingredientes principais acima que est\u00e3o economizando grandes $s. <a href=\"https:\/\/youtu.be\/R5JpRrMJVIA?t=2m2s\">Viber<\/a> is an example that you can look at: They have replaced Redis and MongoDB with Couchbase Server and reduced their server count from 250 to 120 &#8211; better than half! In other instances, Couchbase Server has shown 4x better price\/performance compared to relational engines like MySQL. That translates into %75 reduction in number of nodes to run the same workload. In a farm of 1K machines, that simply means you can turn-off 750 nodes and still run the same workload. $60K savings a month, or $720K savings a year. (or maybe more if you are not as efficient as Amazon AWS or Microsoft Azure!<\/span><\/span><\/span>)<\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\">Gostaria de deixar uma observa\u00e7\u00e3o: se estiver pensando em reformular a plataforma, d\u00ea uma olhada n\u00e3o apenas no desempenho e na escala do Couchbase Server em compara\u00e7\u00e3o com outros produtos, mas tamb\u00e9m no pre\u00e7o\/desempenho. Investigue $s por opera\u00e7\u00e3o em seu sistema. Acredito que voc\u00ea ficar\u00e1 impressionado com o que ver\u00e1.<\/span><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-size: 14px;\"><span style=\"font-family: tahoma,geneva,sans-serif;\"><span style=\"background-color: transparent; color: #000000;\">Cihan Biyikoglu - Gerenciamento de produtos do Couchbase <\/span><a style=\"text-decoration: none;\" href=\"https:\/\/www.couchbase.com\/blog\/pt\/careers\/?jvi=oV34XfwJ,Job\"><u>Estamos contratando! <\/u><\/a><\/span><\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>I spent the last few years at a number of companies with large computational needs. Both at Microsoft\u2019s Azure and Twitter, cost of computation (a.k.a the $s it takes to run your systems) was a key metric of success. It [&hellip;]<\/p>","protected":false},"author":7,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"ppma_author":[8978],"class_list":["post-1530","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Couchbase helps to lower the cost of computing and cost of power<\/title>\n<meta name=\"description\" content=\"See how Couchbase can help lower your data center cost, improve your energy efficiency and reduce your cost of computation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/pt\/cost-computing-large-energy-consumption-massive-cost-running-data-center-and-how-couchbase-can-help\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cost of Computing, Large Energy Consumption, Massive Cost of Running Data Center... 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