{"id":3790,"date":"2017-07-04T22:07:31","date_gmt":"2017-07-05T05:07:31","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=3790"},"modified":"2023-06-16T07:44:04","modified_gmt":"2023-06-16T14:44:04","slug":"plasma-storage-engine-gsi","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/plasma-storage-engine-gsi\/","title":{"rendered":"Usando o novo mecanismo de armazenamento Plasma para \u00edndices do Couchbase"},"content":{"rendered":"<p><span style=\"font-weight: 400\">Ap\u00f3s duas gera\u00e7\u00f5es de sucesso usando o ForestDB, a equipe respons\u00e1vel pelos \u00edndices do Couchbase revelou um novo mecanismo de armazenamento de base extremamente r\u00e1pido: Plasma. Nesta postagem, apresentaremos seus recursos e benef\u00edcios e o que voc\u00ea pode esperar ao us\u00e1-lo com o Couchbase Server 6.0.<\/span><\/p>\n<p><span style=\"font-weight: 400\">O Plasma apresenta um mecanismo de armazenamento de valores-chave altamente escal\u00e1vel e de alto desempenho. Embora os \u00edndices otimizados para mem\u00f3ria, introduzidos no Couchbase 4.5<\/span><span style=\"font-weight: 400\">Se o sistema de armazenamento de dados da Microsoft, com o uso de uma arquitetura de mem\u00f3ria, for dimensionado linearmente com n\u00facleos de CPU e DRAM, ter \u00edndices totalmente residentes na mem\u00f3ria \u00e9 proibitivamente caro. Ter estruturas de dados sem bloqueios para utilizar efetivamente CPUs com v\u00e1rios n\u00facleos e uma arquitetura que prioriza a mem\u00f3ria e persiste somente quando necess\u00e1rio nos ajuda a criar um sistema que \u00e9 dimensionado quase linearmente e explora as tend\u00eancias atuais de armazenamento SSD e Flash. Os instant\u00e2neos persistentes que s\u00e3o executados em segundo plano nos ajudam a criar pontos de recupera\u00e7\u00e3o que podem ser usados para revers\u00e3o em caso de falha. Houve v\u00e1rias inova\u00e7\u00f5es na maneira como criamos e gerenciamos os instant\u00e2neos de persist\u00eancia no Plasma, o que gera uma sobrecarga m\u00ednima no disco e nas CPUs e tamb\u00e9m nos outros processos em execu\u00e7\u00e3o no n\u00f3 de indexa\u00e7\u00e3o, reduzindo significativamente a amplifica\u00e7\u00e3o de grava\u00e7\u00e3o.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Embora eu e nossos desenvolvedores gost\u00e1ssemos de falar muito sobre os detalhes t\u00e9cnicos do Plasma Storage Engine, gostar\u00edamos que voc\u00ea desse uma volta no Plasma\u00a0<\/span><span style=\"font-weight: 400\">[<a href=\"https:\/\/www.couchbase.com\/blog\/pt\/download\/\" target=\"_blank\" rel=\"noopener noreferrer\">Clique aqui para fazer o download<\/a>]<\/span><span style=\"font-weight: 400\">. Observe que o Plasma \u00e9 o mecanismo de armazenamento no backend quando voc\u00ea escolhe \"Standard Global Secondary Indexes\" como parte das configura\u00e7\u00f5es de \u00edndice ao configurar o cluster. \u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Os primeiros n\u00fameros de desempenho do Plasma parecem muito animadores. Em compara\u00e7\u00e3o com o ForestDB, o Plasma \u00e9 um mecanismo de \u00edndice de alto desempenho com n\u00fameros que est\u00e3o em um escal\u00e3o diferente e superior. Por exemplo, o Plasma est\u00e1 anos-luz \u00e0 frente em termos de lat\u00eancia e taxa de transfer\u00eancia, enquanto as pegadas de disco e os tempos de carga inicial e incremental s\u00e3o ordens de magnitude mais r\u00e1pidos em compara\u00e7\u00e3o com o ForestDB.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Nossos clientes do Couchbase podem experimentar o Couchbase Server 5.0<\/span><span style=\"font-weight: 400\"> e experimente o poder e a magia do Plasma. O Plasma s\u00f3 est\u00e1 dispon\u00edvel com o Couchbase EE.  Para nossos clientes EE existentes, forneceremos um caminho de atualiza\u00e7\u00e3o cont\u00ednuo do ForestDB para o Plasma (detalhes em breve). <\/span><\/p>\n<p><span style=\"font-weight: 400\">Gostar\u00edamos muito de ouvir sua opini\u00e3o. Voc\u00ea pode deixar seus coment\u00e1rios em nosso <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/forums\/c\/couchbase-server\/\" target=\"_blank\" rel=\"noopener noreferrer\">F\u00f3rum<\/a><\/span><span style=\"font-weight: 400\">. Leia a continua\u00e7\u00e3o desta postagem do blog <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/plasma-index-performance\/\">aqui<\/a>.<\/span><\/p>\n<p>[Cr\u00e9ditos para o desenvolvedor l\u00edder Sarath Lakshman, que trabalhou no mecanismo de armazenamento Nitro anteriormente, implementou \u00edndices otimizados para mem\u00f3ria e o aprimorou ainda mais com o Plasma.]<\/p>","protected":false},"excerpt":{"rendered":"<p>After two generations of success using ForestDB, the team responsible for Couchbase indexes has unveiled a new, blazing fast base storage engine: Plasma. In this post, we\u2019ll introduce you to its features and benefits and what you can expect when [&hellip;]<\/p>","protected":false},"author":3013,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1816],"tags":[1695,1505,1696,1641],"ppma_author":[9055],"class_list":["post-3790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-couchbase-server","tag-gsi","tag-index","tag-indexing","tag-secondary-indexing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v26.1.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Using the New Plasma Storage Engine for Couchbase Indexes<\/title>\n<meta name=\"description\" content=\"Plasma is a highly scalable and performant key-value storage engine for Couchbase Indexes that makes executing N1QL queries blazingly fast. Download now.\" \/>\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\/plasma-storage-engine-gsi\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using the New Plasma Storage Engine for Couchbase Indexes\" \/>\n<meta property=\"og:description\" content=\"Plasma is a highly scalable and performant key-value storage engine for Couchbase Indexes that makes executing N1QL queries blazingly fast. Download now.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/pt\/plasma-storage-engine-gsi\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2017-07-05T05:07:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-16T14:44:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2017\/07\/Blog-3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Venkat Subramanian, Product Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2017\/07\/Blog-3.png\" \/>\n<meta name=\"twitter:creator\" content=\"@venkasub\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Venkat Subramanian, Product Manager\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/\"},\"author\":{\"name\":\"Venkat Subramanian, Product Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/0756e2347c2166a32f93f9a7e07e9f90\"},\"headline\":\"Using the New Plasma Storage Engine for Couchbase Indexes\",\"datePublished\":\"2017-07-05T05:07:31+00:00\",\"dateModified\":\"2023-06-16T14:44:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/\"},\"wordCount\":406,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png\",\"keywords\":[\"GSI\",\"Index\",\"Indexing\",\"Secondary Indexing\"],\"articleSection\":[\"Couchbase Server\"],\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/\",\"name\":\"Using the New Plasma Storage Engine for Couchbase Indexes\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png\",\"datePublished\":\"2017-07-05T05:07:31+00:00\",\"dateModified\":\"2023-06-16T14:44:04+00:00\",\"description\":\"Plasma is a highly scalable and performant key-value storage engine for Couchbase Indexes that makes executing N1QL queries blazingly fast. Download now.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage\",\"url\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png\",\"contentUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png\",\"width\":1800,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.couchbase.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Using the New Plasma Storage Engine for Couchbase Indexes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\",\"url\":\"https:\/\/www.couchbase.com\/blog\/\",\"name\":\"The Couchbase Blog\",\"description\":\"Couchbase, the NoSQL Database\",\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.couchbase.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\",\"name\":\"The Couchbase Blog\",\"url\":\"https:\/\/www.couchbase.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png\",\"contentUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png\",\"width\":218,\"height\":34,\"caption\":\"The Couchbase Blog\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/0756e2347c2166a32f93f9a7e07e9f90\",\"name\":\"Venkat Subramanian, Product Manager\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/image\/8f9acdf95e167a15007b71867fe87a9a\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/53cfc83eb606325239f7058417a02969ab8ff0106a374bcdcf5d78f9b749cccd?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/53cfc83eb606325239f7058417a02969ab8ff0106a374bcdcf5d78f9b749cccd?s=96&d=mm&r=g\",\"caption\":\"Venkat Subramanian, Product Manager\"},\"description\":\"Venkat dabbles in product development and product management and has been developing data\/analytics platforms &amp; products. Significant chunk of his experience has been with Oracle, where he transitioned from being an Engineer in Oracle\u2019s Enterprise Manager team to Product Manager for Oracle's BI\/Analytics suite of products. He has worked in startups in the past helping develop machine-learning\/NLP products and distributed decisioning systems. He lurks around at @venkasub.\",\"sameAs\":[\"https:\/\/x.com\/venkasub\"],\"url\":\"https:\/\/www.couchbase.com\/blog\/pt\/author\/venkatcouchbase-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Usando o novo mecanismo de armazenamento Plasma para \u00edndices do Couchbase","description":"O Plasma \u00e9 um mecanismo de armazenamento de valores-chave altamente dimension\u00e1vel e de alto desempenho para os \u00edndices do Couchbase que torna a execu\u00e7\u00e3o de consultas N1QL incrivelmente r\u00e1pida. Fa\u00e7a o download agora.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.couchbase.com\/blog\/pt\/plasma-storage-engine-gsi\/","og_locale":"pt_BR","og_type":"article","og_title":"Using the New Plasma Storage Engine for Couchbase Indexes","og_description":"Plasma is a highly scalable and performant key-value storage engine for Couchbase Indexes that makes executing N1QL queries blazingly fast. Download now.","og_url":"https:\/\/www.couchbase.com\/blog\/pt\/plasma-storage-engine-gsi\/","og_site_name":"The Couchbase Blog","article_published_time":"2017-07-05T05:07:31+00:00","article_modified_time":"2023-06-16T14:44:04+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2017\/07\/Blog-3.png","type":"image\/png"}],"author":"Venkat Subramanian, Product Manager","twitter_card":"summary_large_image","twitter_image":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2017\/07\/Blog-3.png","twitter_creator":"@venkasub","twitter_misc":{"Written by":"Venkat Subramanian, Product Manager","Est. reading time":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#article","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/"},"author":{"name":"Venkat Subramanian, Product Manager","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/0756e2347c2166a32f93f9a7e07e9f90"},"headline":"Using the New Plasma Storage Engine for Couchbase Indexes","datePublished":"2017-07-05T05:07:31+00:00","dateModified":"2023-06-16T14:44:04+00:00","mainEntityOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/"},"wordCount":406,"commentCount":0,"publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png","keywords":["GSI","Index","Indexing","Secondary Indexing"],"articleSection":["Couchbase Server"],"inLanguage":"pt-BR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/","url":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/","name":"Usando o novo mecanismo de armazenamento Plasma para \u00edndices do Couchbase","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png","datePublished":"2017-07-05T05:07:31+00:00","dateModified":"2023-06-16T14:44:04+00:00","description":"O Plasma \u00e9 um mecanismo de armazenamento de valores-chave altamente dimension\u00e1vel e de alto desempenho para os \u00edndices do Couchbase que torna a execu\u00e7\u00e3o de consultas N1QL incrivelmente r\u00e1pida. Fa\u00e7a o download agora.","breadcrumb":{"@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#primaryimage","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2022\/11\/couchbase-nosql-dbaas.png","width":1800,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/www.couchbase.com\/blog\/plasma-storage-engine-gsi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.couchbase.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Using the New Plasma Storage Engine for Couchbase Indexes"}]},{"@type":"WebSite","@id":"https:\/\/www.couchbase.com\/blog\/#website","url":"https:\/\/www.couchbase.com\/blog\/","name":"Blog do Couchbase","description":"Couchbase, o banco de dados NoSQL","publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.couchbase.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/www.couchbase.com\/blog\/#organization","name":"Blog do Couchbase","url":"https:\/\/www.couchbase.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png","width":218,"height":34,"caption":"The Couchbase Blog"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/0756e2347c2166a32f93f9a7e07e9f90","name":"Venkat Subramanian, gerente de produtos","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/image\/8f9acdf95e167a15007b71867fe87a9a","url":"https:\/\/secure.gravatar.com\/avatar\/53cfc83eb606325239f7058417a02969ab8ff0106a374bcdcf5d78f9b749cccd?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/53cfc83eb606325239f7058417a02969ab8ff0106a374bcdcf5d78f9b749cccd?s=96&d=mm&r=g","caption":"Venkat Subramanian, Product Manager"},"description":"Venkat trabalha com desenvolvimento e gerenciamento de produtos e vem desenvolvendo plataformas e produtos de dados\/an\u00e1lise. Uma parte significativa de sua experi\u00eancia foi na Oracle, onde passou de engenheiro da equipe de Enterprise Manager da Oracle a gerente de produtos do conjunto de produtos de BI\/Analytics da Oracle. No passado, ele trabalhou em startups, ajudando a desenvolver produtos de aprendizado de m\u00e1quina\/NLP e sistemas de decis\u00e3o distribu\u00eddos. Ele est\u00e1 sempre por perto em @venkasub.","sameAs":["https:\/\/x.com\/venkasub"],"url":"https:\/\/www.couchbase.com\/blog\/pt\/author\/venkatcouchbase-com\/"}]}},"authors":[{"term_id":9055,"user_id":3013,"is_guest":0,"slug":"venkatcouchbase-com","display_name":"Venkat Subramanian, Product Manager","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/53cfc83eb606325239f7058417a02969ab8ff0106a374bcdcf5d78f9b749cccd?s=96&d=mm&r=g","author_category":"","last_name":"Subramanian, Product Manager","first_name":"Venkat","job_title":"","user_url":"","description":"Venkat trabalha com desenvolvimento e gerenciamento de produtos e vem desenvolvendo plataformas e produtos de dados\/an\u00e1lise. Uma parte significativa de sua experi\u00eancia foi na Oracle, onde passou de engenheiro da equipe de Enterprise Manager da Oracle a gerente de produtos do conjunto de produtos de BI\/Analytics da Oracle. No passado, ele trabalhou em startups, ajudando a desenvolver produtos de aprendizado de m\u00e1quina\/NLP e sistemas de decis\u00e3o distribu\u00eddos. Ele est\u00e1 sempre por perto em @venkasub."}],"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/3790","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/users\/3013"}],"replies":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/comments?post=3790"}],"version-history":[{"count":0,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/3790\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/media\/13873"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/media?parent=3790"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/categories?post=3790"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/tags?post=3790"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/ppma_author?post=3790"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}