{"id":5560,"date":"2018-08-04T21:56:31","date_gmt":"2018-08-05T04:56:31","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=5560"},"modified":"2025-06-13T23:43:04","modified_gmt":"2025-06-14T06:43:04","slug":"tpcx-iot-benchmark-with-cisco-couchbase","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/tpcx-iot-benchmark-with-cisco-couchbase\/","title":{"rendered":"Benchmark TPCx-IoT com Cisco e Couchbase."},"content":{"rendered":"

O aplicativo Internet das Coisas (IoT) traz uma nova dimens\u00e3o para a carga de trabalho do banco de dados. O que faz a IoT se destacar \u00e9 a disponibilidade de dados dos dispositivos de borda nos gateways, servidores para an\u00e1lise instant\u00e2nea, rollups etc. Os dados gerados s\u00e3o heterog\u00eaneos em termos de esquema e est\u00e3o sempre em evolu\u00e7\u00e3o. Por exemplo, cada c\u00e2mera ou smartphone produz metadados de fotos de forma diferente. A pr\u00f3pria c\u00e2mera ou smartphone altera o esquema para v\u00e1rias vers\u00f5es. Isso \u00e9 verdadeiro para os v\u00e1rios tipos de dispositivos. A representa\u00e7\u00e3o JSON dos dados \u00e9 autodescritiva e, portanto, o modelo \u00e9 flex\u00edvel. Portanto, faz sentido modelar a representa\u00e7\u00e3o de dados b\u00e1sicos em JSON.<\/span><\/p>\n

\"\"<\/p>\n

Os sistemas que geram os dados para a IoT podem usar RDBMS, sistemas NoSQL, JSON simples, XML ou formato propriet\u00e1rio. Com os dados heterog\u00eaneos de todas as fontes e dispositivos, a Internet das Coisas se torna a Internet dos Dados.<\/p>\n

\"\"<\/p>\n

 <\/p>\n

Uma arquitetura para o gerenciamento de dados de IoT<\/b><\/p>\n

 <\/p>\n

Os dados dos sensores podem ser agregados, filtrados e analisados no sensor ou no pr\u00f3prio dispositivo. Por exemplo, um sensor de temperatura para ligar ou desligar o aquecedor. Os gateways coletam os dados de v\u00e1rios sensores e tentam dar sentido a eles. Eles agregam os dados ao longo do tempo, embora por um per\u00edodo limitado - di\u00e1rio ou semanal. Esses dados s\u00e3o enviados para a nuvem para manter os dados completos e fazer uma an\u00e1lise mais profunda. Exemplo: temporada a temporada, ano a ano, etc.<\/span><\/p>\n

\"\"<\/p>\n

As cargas de trabalho tradicionais (representadas pelo TPC-C, TPC-E) tendem a ser cargas de trabalho de leitura pesada em um esquema OLTP. A gera\u00e7\u00e3o e o uso de dados da IoT s\u00e3o de grava\u00e7\u00e3o intensa. O gateway obt\u00e9m todos os dados dos sensores. Ele gera a primeira rodada de intelig\u00eancia imediata e, opcionalmente, filtra e agrega os dados antes de envi\u00e1-los ao backend. Portanto, o TPC Council criou um novo benchmark, <\/span>TPCx-IOT<\/span><\/a> \u00a0para medir o pre\u00e7o-desempenho dos sistemas de gateways de IoT para casos de uso de IoT. <\/span><\/p>\n

Esbo\u00e7o do TPCx-IOT:<\/b><\/p>\n

\"\"

Arquitetura de IoT com sensores, gateways e sistemas de back-end. (Fonte: TPC.org)<\/p><\/div>\n

O TPCx-IOT fornece um kit completo para implementar o benchmark para um banco de dados. Ele inclui uma estrutura para gerar os dados, emitir consultas, medir o desempenho e, em seguida, calcular a rela\u00e7\u00e3o pre\u00e7o-desempenho. O conjunto de dados \u00e9 baseado em dados de sensores de subesta\u00e7\u00f5es de energia el\u00e9trica modernas. Os dados s\u00e3o carregados continuamente no gateway e as consultas anal\u00edticas em tempo real s\u00e3o executadas continuamente.<\/span><\/p>\n

Aqui est\u00e1 uma descri\u00e7\u00e3o do diagrama de blocos do cen\u00e1rio e como os gateways atuam na estrutura da IoT.<\/span><\/p>\n

A carga de trabalho em si \u00e9 simples. A estrutura b\u00e1sica deve ser familiar para as pessoas que j\u00e1 trabalharam com o YCSB. A opera\u00e7\u00e3o e a distribui\u00e7\u00e3o da carga de trabalho foram personalizadas para o caso de uso da IoT. As opera\u00e7\u00f5es de inser\u00e7\u00e3o\/carga e de varredura s\u00e3o executadas em paralelo. \u00a0<\/span><\/p>\n

\"\"<\/p>\n

TPCx-IOT executado com o Couchbase.<\/b><\/p>\n

O driver de carga de trabalho, as opera\u00e7\u00f5es de inser\u00e7\u00e3o (carga) e varredura foram implementadas com sucesso pela Cisco e pelo Couchbase para criar um driver de carga de trabalho para <\/span>Couchbase<\/span><\/a>. O Couchbase \u00e9 um banco de dados NoSQL distribu\u00eddo de alto desempenho baseado em JSON para oferecer suporte a aplicativos dimension\u00e1veis para Web, dispositivos m\u00f3veis e IoT. Aqui est\u00e3o os resultados da pr\u00e9-auditoria do Couchbase no hardware Cisco M4. Veja mais detalhes em https:\/\/www.couchbase.com\/benchmarks<\/a><\/span>\u00a0e para n\u00fameros comparativos, consulte o Site da TPCx-IoT<\/a>.<\/span>\u00a0Agradecemos \u00e0 equipe da Cisco por sua lideran\u00e7a no TPCx-IoT e pela colabora\u00e7\u00e3o na portabilidade dos drivers de benchmark para o Couchbase e na execu\u00e7\u00e3o do benchmark.<\/p>\n

\"\"<\/p>","protected":false},"excerpt":{"rendered":"

The Internet of Things (IoT) application brings a new dimension to the database workload. \u00a0What makes IoT click is the availability of data from the edge devices at the gateways, servers for instant analysis, rollups, etc. \u00a0Data generated is heterogeneous […]<\/p>","protected":false},"author":55,"featured_media":5561,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[9417],"tags":[2157,1337,1261,1725,2261],"ppma_author":[8929],"class_list":["post-5560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-performance","tag-cisco","tag-iot","tag-json","tag-nosql-database","tag-tpc"],"acf":[],"yoast_head":"\nTPCx-IoT benchmark with Cisco & Couchbase. - The Couchbase Blog<\/title>\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\/tpcx-iot-benchmark-with-cisco-couchbase\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TPCx-IoT benchmark with Cisco & Couchbase.\" \/>\n<meta property=\"og:description\" content=\"The Internet of Things (IoT) application brings a new dimension to the database workload. \u00a0What makes IoT click is the availability of data from the edge devices at the gateways, servers for instant analysis, rollups, etc. \u00a0Data generated is heterogeneous […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/pt\/tpcx-iot-benchmark-with-cisco-couchbase\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2018-08-05T04:56:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-14T06:43:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/08\/Screen-Shot-2018-05-21-at-12.15.30-PM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"621\" \/>\n\t<meta property=\"og:image:height\" content=\"398\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Keshav Murthy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@rkeshavmurthy\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Keshav Murthy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/\"},\"author\":{\"name\":\"Keshav Murthy\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/c261644262bf98e146372fe647682636\"},\"headline\":\"TPCx-IoT benchmark with Cisco & Couchbase.\",\"datePublished\":\"2018-08-05T04:56:31+00:00\",\"dateModified\":\"2025-06-14T06:43:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/\"},\"wordCount\":546,\"commentCount\":1,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/08\/Screen-Shot-2018-05-21-at-12.15.30-PM.png\",\"keywords\":[\"cisco\",\"IoT\",\"JSON\",\"NoSQL Database\",\"TPC\"],\"articleSection\":[\"High Performance\"],\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/tpcx-iot-benchmark-with-cisco-couchbase\/\",\"name\":\"TPCx-IoT benchmark with Cisco & Couchbase. - 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Anteriormente, ele trabalhou na MapR, IBM, Informix e Sybase, com mais de 20 anos de experi\u00eancia em design e desenvolvimento de bancos de dados. Ele liderou a equipe de P&D de SQL e NoSQL na IBM Informix. Ele recebeu dois pr\u00eamios President's Club na Couchbase e dois Outstanding Technical Achievement Awards na IBM. Keshav \u00e9 bacharel em Ci\u00eancia da Computa\u00e7\u00e3o e Engenharia pela Universidade de Mysore, \u00cdndia, det\u00e9m onze patentes nos EUA e tem quatro patentes pendentes nos EUA.","sameAs":["https:\/\/blog.planetnosql.com\/","https:\/\/x.com\/rkeshavmurthy"],"url":"https:\/\/www.couchbase.com\/blog\/pt\/author\/keshav-murthy\/"}]}},"authors":[{"term_id":8929,"user_id":55,"is_guest":0,"slug":"keshav-murthy","display_name":"Keshav Murthy","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/af74df754db27152971d0aed2f323ead5a1f9fe5afd0209af91e12e784451224?s=96&d=mm&r=g","author_category":"","last_name":"Murthy","first_name":"Keshav","job_title":"","user_url":"https:\/\/blog.planetnosql.com\/","description":"Keshav Murthy \u00e9 vice-presidente de P&D da Couchbase. Anteriormente, ele trabalhou na MapR, IBM, Informix e Sybase, com mais de 20 anos de experi\u00eancia em design e desenvolvimento de bancos de dados. Ele liderou a equipe de P&D de SQL e NoSQL na IBM Informix. Recebeu dois pr\u00eamios President's Club na Couchbase e dois Outstanding Technical Achievement Awards na IBM. Keshav \u00e9 bacharel em Ci\u00eancia da Computa\u00e7\u00e3o e Engenharia pela Universidade de Mysore, \u00cdndia, det\u00e9m dez patentes nos EUA e tem tr\u00eas patentes pendentes nos EUA."}],"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/5560","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\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/comments?post=5560"}],"version-history":[{"count":0,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/5560\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/media\/5561"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/media?parent=5560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/categories?post=5560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/tags?post=5560"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/pt\/wp-json\/wp\/v2\/ppma_author?post=5560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}