{"id":102330,"date":"2026-09-05T15:54:47","date_gmt":"2026-09-05T20:54:47","guid":{"rendered":"https:\/\/www.loadview-testing.com\/blog\/realistic-traffic-patterns-for-enterprise-applications\/"},"modified":"2026-09-05T16:06:11","modified_gmt":"2026-09-05T21:06:11","slug":"padroes-realistas-de-trafego-para-aplicacoes-empresariais","status":"publish","type":"post","link":"https:\/\/www.loadview-testing.com\/pt-br\/blog\/padroes-realistas-de-trafego-para-aplicacoes-empresariais\/","title":{"rendered":"Como Gerar Padr\u00f5es de Tr\u00e1fego Realistas para Aplica\u00e7\u00f5es Empresariais"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.27.6&#8243; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; admin_label=&#8221;Column&#8221; _builder_version=&#8221;4.27.6&#8243; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_image src=&#8221;https:\/\/www.loadview-testing.com\/wp-content\/uploads\/hero-realistic-traffic-patterns.webp&#8221; alt=&#8221;Performance engineer reviewing traffic pattern graphs for an enterprise application load test&#8221; title_text=&#8221;hero-realistic-traffic-patterns&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]A maioria dos testes de carga em empresas come\u00e7a com um n\u00famero escolhido em uma reuni\u00e3o. Cinco mil usu\u00e1rios virtuais. Dez mil. O teste passa, o relat\u00f3rio \u00e9 arquivado, e a aplica\u00e7\u00e3o ainda cai na primeira segunda-feira do trimestre.<\/p>\n<p>N\u00fameros redondos s\u00e3o f\u00e1ceis de concordar e quase n\u00e3o dizem nada. O tr\u00e1fego real chega em rajadas, se divide desigualmente entre recursos e muda sua mistura exatamente no momento em que o volume atinge o pico. Um teste que envia uma parede plana de requisi\u00e7\u00f5es id\u00eanticas executa um caminho de c\u00f3digo diferente do que a produ\u00e7\u00e3o faz, com comportamento de cache, planos de consulta e conten\u00e7\u00e3o de bloqueios que n\u00e3o t\u00eam rela\u00e7\u00e3o com o sistema ao vivo.<\/p>\n<p>Aqui est\u00e1 como construir um modelo de tr\u00e1fego a partir dos dados que voc\u00ea j\u00e1 coleta, e como execut\u00e1-lo para que os resultados tenham significado.<\/p>\n<h2 id='\u00edndice'  id=\"boomdevs_1\">\u00cdndice<\/h2>\n<ol>\n<li><a href=\"#what-makes-enterprise-traffic-hard-to-fake\">O Que Torna o Tr\u00e1fego Empresarial Dif\u00edcil de Imitar<\/a><\/li>\n<li><a href=\"#where-the-traffic-data-already-lives\">Onde os Dados de Tr\u00e1fego J\u00e1 Est\u00e3o<\/a><\/li>\n<li><a href=\"#how-to-build-a-traffic-model-from-production-data\">Como Construir um Modelo de Tr\u00e1fego a Partir dos Dados de Produ\u00e7\u00e3o<\/a><\/li>\n<li><a href=\"#where-traffic-models-go-wrong\">Onde os Modelos de Tr\u00e1fego Erram<\/a><\/li>\n<li><a href=\"#what-real-enterprise-traffic-shapes-look-like\">Como S\u00e3o os Formatos Reais do Tr\u00e1fego Empresarial<\/a><\/li>\n<li><a href=\"#how-to-run-the-model-in-loadview\">Como Executar o Modelo no LoadView<\/a><\/li>\n<li><a href=\"#how-to-check-the-model-against-production\">Como Conferir o Modelo com a Produ\u00e7\u00e3o<\/a><\/li>\n<li><a href=\"#the-bottom-line\">Conclus\u00e3o<\/a><\/li>\n<li><a href=\"#frequently-asked-questions\">Perguntas Frequentes<\/a><\/li>\n<\/ol>\n<h2 id='o-que-torna-o-tr\u00e1fego-empresarial-dif\u00edcil-de-imitar'  id=\"boomdevs_2\" id=\"what-makes-enterprise-traffic-hard-to-fake\">O Que Torna o Tr\u00e1fego Empresarial Dif\u00edcil de Imitar<\/h2>\n<p>Tr\u00eas coisas complicam as equipes que v\u00e3o direto de um n\u00famero de pessoal para um teste em execu\u00e7\u00e3o.<\/p>\n<p><strong>Concorr\u00eancia e taxa de chegada n\u00e3o s\u00e3o o mesmo n\u00famero.<\/strong> Quando um interessado diz &#8220;precisamos lidar com 5.000 usu\u00e1rios&#8221;, pergunte a qual dos dois ele se refere. Cinco mil pessoas conectadas simultaneamente \u00e9 um teste completamente diferente de cinco mil sess\u00f5es iniciando a cada hora. Errar para mais e voc\u00ea passar\u00e1 semanas ajustando para uma carga que nunca chegar\u00e1. Errar para menos e o teste n\u00e3o lhe dir\u00e1 nada. <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/saiba-sobre-testes-de-carga\/testes-simultaneos-do-usuario-da-nuvem\/\">Teste de usu\u00e1rio concorrente<\/a> s\u00f3 faz sentido quando voc\u00ea sabe qual desses dois n\u00fameros est\u00e1 mirando. Essa \u00e9 a divis\u00e3o entre um modelo orientado por taxa de chegada, que reflete como os usu\u00e1rios realmente aparecem, e um modelo orientado por concorr\u00eancia, que mant\u00e9m uma popula\u00e7\u00e3o fixa no sistema. O tr\u00e1fego p\u00fablico \u00e9 quase sempre o primeiro. Sistemas com base de usu\u00e1rios limitada \u2014 desktops de call center, licen\u00e7as, portais de agentes \u2014 realmente se comportam como o segundo.<\/p>\n<p><strong>O tr\u00e1fego tem uma forma, e essa forma causa o impacto.<\/strong> Pools de conex\u00e3o, grupos de escalonamento autom\u00e1tico e servidores de aplica\u00e7\u00e3o preparados sob demanda respondem \u00e0 taxa de mudan\u00e7a, n\u00e3o apenas ao teto. Um sistema que suporta 2.000 usu\u00e1rios concorrentes confortavelmente pode falhar ao chegar em 2.000 se isso ocorrer em noventa segundos.<\/p>\n<p><strong>A mistura de transa\u00e7\u00f5es se move com o volume.<\/strong> No volume m\u00e9dio, um site de ecommerce v\u00ea principalmente navega\u00e7\u00e3o. Durante uma venda rel\u00e2mpago, as chamadas de finaliza\u00e7\u00e3o de compra e invent\u00e1rio ocupam uma fatia muito maior do mesmo n\u00famero de requisi\u00e7\u00f5es. O n\u00famero total parece id\u00eantico em um painel. A carga no banco de dados n\u00e3o.<br \/>\n[\/et_pb_text][et_pb_image src=&#8221;https:\/\/www.loadview-testing.com\/wp-content\/uploads\/flat-load-vs-shaped-load.webp&#8221; alt=&#8221;Comparison of a flat virtual user load test against a shaped arrival curve with varying transaction mix&#8221; title_text=&#8221;flat-load-vs-shaped-load&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong style=\"font-size: 14px;\">Um n\u00famero fixo de usu\u00e1rios virtuais e uma curva de chegada modelada podem produzir a mesma taxa m\u00e9dia de transfer\u00eancia enquanto estressam partes totalmente diferentes da pilha.<\/strong><\/p>\n<h2 id='onde-os-dados-de-tr\u00e1fego-j\u00e1-est\u00e3o'  id=\"boomdevs_3\" id=\"where-the-traffic-data-already-lives\">Onde os Dados de Tr\u00e1fego J\u00e1 Est\u00e3o<\/h2>\n<p>Voc\u00ea n\u00e3o precisa de instrumenta\u00e7\u00e3o nova. A maior parte disso j\u00e1 est\u00e1 sendo registrada em algum lugar no disco. O trabalho \u00e9 juntar isso em sess\u00f5es e filtrar o tr\u00e1fego bot antes de contar qualquer coisa.<\/p>\n<p>[\/et_pb_text][dipl_advanced_table columns_number=&#8221;2&#8243; row_spacing=&#8221;1px&#8221; admin_label=&#8221;DP Advanced Table&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; header_text_font_size=&#8221;15px&#8221; table_cell_text_font_size=&#8221;15px&#8221; global_colors_info=&#8221;{}&#8221;][dipl_advanced_table_item cell_value=&#8221;Fonte&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;O que extrair dela&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Logs de acesso do servidor web e balanceador de carga&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Requisi\u00e7\u00f5es por segundo por endpoint, distribui\u00e7\u00e3o de c\u00f3digos de status, o timestamp real da sua hora mais movimentada&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;APM ou monitoramento de usu\u00e1rio real (Dynatrace, Datadog, New Relic)&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Dura\u00e7\u00e3o da sess\u00e3o, tempo entre p\u00e1ginas, tempo real de reflex\u00e3o entre intera\u00e7\u00f5es&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Web analytics (exporta\u00e7\u00f5es GA4, Adobe Analytics)&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Sess\u00f5es por hora, divis\u00e3o por dispositivo e navegador, geografia, p\u00e1ginas de entrada&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Logs CDN (CloudFront, Fastly, Akamai)&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Taxa de acertos de cache, taxa de descarregamento da origem, quais ativos n\u00e3o s\u00e3o encontrados no cache&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Logs do provedor de identidade ou SSO (Okta, Entra ID)&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Taxa de login e concorr\u00eancia de sess\u00f5es, que geralmente \u00e9 o \u00fanico sinal utiliz\u00e1vel para aplicativos internos&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Agendador batch e banco de dados&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;O que mais est\u00e1 rodando durante sua janela de pico&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][\/dipl_advanced_table][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Aplicativos empresariais internos geralmente n\u00e3o possuem tags de analytics. Logs de autentica\u00e7\u00e3o e logs do servidor de aplica\u00e7\u00e3o cobrem a lacuna \u2014 eventos de login d\u00e3o a taxa de chegada, e o tempo entre a primeira e \u00faltima requisi\u00e7\u00e3o por sess\u00e3o d\u00e1 a dura\u00e7\u00e3o.<\/p>\n<h2 id='como-construir-um-modelo-de-tr\u00e1fego-a-partir-dos-dados-de-produ\u00e7\u00e3o'  id=\"boomdevs_4\" id=\"how-to-build-a-traffic-model-from-production-data\">Como Construir um Modelo de Tr\u00e1fego a Partir dos Dados de Produ\u00e7\u00e3o<\/h2>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/www.loadview-testing.com\/wp-content\/uploads\/traffic-model-inputs.webp&#8221; alt=&#8221;Diagram showing production data sources feeding into a traffic model with arrival rate, transaction mix, think time, and geography&#8221; title_text=&#8221;traffic-model-inputs&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong style=\"font-size: 14px;\">Quatro sa\u00eddas definem o modelo: taxa de chegada, mistura de transa\u00e7\u00f5es, distribui\u00e7\u00e3o de tempo de reflex\u00e3o e divis\u00e3o geogr\u00e1fica.<\/strong><\/p>\n<h3 id='passo-1-escolha-a-janela-exata-que-voc\u00ea-est\u00e1-modelando'  id=\"boomdevs_5\" id=\"step-1-pick-the-exact-window-you-re-modeling\">Passo 1: Escolha a Janela Exata que Voc\u00ea Est\u00e1 Modelando<\/h3>\n<p>N\u00e3o \u201co pico de tr\u00e1fego\u201d. Uma hora espec\u00edfica, numa data espec\u00edfica, extra\u00edda dos seus logs. Pegue a hora com maior throughput dos \u00faltimos doze meses e depois escolha uma segunda janela cobrindo seu pior evento comercial \u2014 fechamento mensal, matr\u00edcula aberta, Black Friday, relat\u00f3rios trimestrais. Modele ambos. Eles quase nunca t\u00eam o mesmo formato.<\/p>\n<h3 id='passo-2-conte-sess\u00f5es-n\u00e3o-requisi\u00e7\u00f5es'  id=\"boomdevs_6\" id=\"step-2-count-sessions-not-requests\">Passo 2: Conte Sess\u00f5es, N\u00e3o Requisi\u00e7\u00f5es<\/h3>\n<p>Requisi\u00e7\u00f5es por segundo \u00e9 o n\u00famero mais f\u00e1cil de extrair e o menos est\u00e1vel. Lance uma atualiza\u00e7\u00e3o front-end que agrupa tr\u00eas chamadas API em uma s\u00f3 e sua contagem de requisi\u00e7\u00f5es cai um ter\u00e7o sem altera\u00e7\u00e3o na demanda. Sess\u00f5es por hora acompanham o que os usu\u00e1rios realmente fazem. A diferen\u00e7a \u00e9 maior em aplica\u00e7\u00f5es de p\u00e1gina \u00fanica, onde um clique pode desencadear uma d\u00fazia de chamadas API em segundo plano.<\/p>\n<p>Extraia sess\u00f5es por hora para sua janela, al\u00e9m da m\u00e9dia e do percentil 90 da dura\u00e7\u00e3o da sess\u00e3o. Guarde ambos os n\u00fameros \u2014 a cauda importa no passo tr\u00eas.<\/p>\n<h3 id='passo-3-converta-sess\u00f5es-em-concorr\u00eancia'  id=\"boomdevs_7\" id=\"step-3-convert-sessions-into-concurrency\">Passo 3: Converta Sess\u00f5es em Concorr\u00eancia<\/h3>\n<p>A Lei de Little conecta taxa de chegada a concorr\u00eancia:<\/p>\n<p><strong>Sess\u00f5es concorrentes = sess\u00f5es por hora \u00d7 (m\u00e9dia de minutos por sess\u00e3o \u00f7 60)<\/strong><\/p>\n<p>18.000 sess\u00f5es\/hora \u00d7 (6 minutos \u00f7 60) = 1.800 sess\u00f5es concorrentes<\/p>\n<p>Executar 18.000 <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/saiba-sobre-testes-de-carga\/o-que-e-simulacao-de-usuario-virtual-em-testes-de-carga\/\">usu\u00e1rios virtuais<\/a> concorrentes contra essa aplica\u00e7\u00e3o testa algo dez vezes maior que seu pico real. Voc\u00ea falhar\u00e1 em um teste que passaria, e passar\u00e1 um sprint perseguindo um gargalo que a produ\u00e7\u00e3o nunca alcan\u00e7aria.<\/p>\n<p>A Lei de Little usa a m\u00e9dia, ent\u00e3o trate o P90 como uma verifica\u00e7\u00e3o separada de dimensionamento e n\u00e3o como uma segunda leitura da f\u00f3rmula. Insira um P90 de 22 minutos contra a m\u00e9dia de 6 minutos e voc\u00ea ter\u00e1 cerca de 6.600 \u2014 a concorr\u00eancia que voc\u00ea teria se cada sess\u00e3o durasse o mesmo que os dez por cento mais lentos. Deliberadamente pessimista e o n\u00famero a ser usado para <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/saiba-sobre-testes-de-carga\/o-que-e-planejamento-de-capacidade-no-contexto-do-teste-de-carga\/\">planejamento de capacidade<\/a> quando sess\u00f5es longas seguram recursos escassos como threads de relat\u00f3rio ou conex\u00f5es de banco de dados.<\/p>\n<h3 id='passo-4-divida-o-tr\u00e1fego-em-transa\u00e7\u00f5es-de-neg\u00f3cio'  id=\"boomdevs_8\" id=\"step-4-break-traffic-into-business-transactions\">Passo 4: Divida o Tr\u00e1fego em Transa\u00e7\u00f5es de Neg\u00f3cio<\/h3>\n<p>Agrupe endpoints em transa\u00e7\u00f5es de neg\u00f3cio ao inv\u00e9s de URLs: busca, visualiza\u00e7\u00e3o de detalhe, adicionar ao carrinho, enviar reclama\u00e7\u00e3o, exportar relat\u00f3rio, rodar folha de pagamento. Depois registre duas misturas \u2014 a fatia de tr\u00e1fego de cada transa\u00e7\u00e3o ao longo da janela inteira, e a fatia no minuto mais movimentado.<\/p>\n<p>Se essas duas misturas diferirem mais do que alguns pontos percentuais em qualquer transa\u00e7\u00e3o, modele ambas no teste e execute como cen\u00e1rios separados. Um teste baseado s\u00f3 na mistura hor\u00e1ria ir\u00e1 subcarregar qualquer transa\u00e7\u00e3o que tiver pico mais forte.<\/p>\n<h3 id='passo-5-extraia-o-tempo-de-reflex\u00e3o-de-sess\u00f5es-reais'  id=\"boomdevs_9\" id=\"step-5-pull-think-time-from-real-sessions\">Passo 5: Extraia o Tempo de Reflex\u00e3o de Sess\u00f5es Reais<\/h3>\n<p>N\u00e3o adivinhe o tempo de reflex\u00e3o e n\u00e3o use um valor constante. Uma pausa fixa de cinco segundos sincroniza todos os usu\u00e1rios virtuais numa coluna marchando em un\u00edssono, produzindo throughput pontiagudo que nenhuma popula\u00e7\u00e3o real gera.<\/p>\n<p>Extraia o intervalo entre carregamentos consecutivos de p\u00e1ginas dentro das sess\u00f5es reais a partir de dados RUM ou APM e reproduza como uma distribui\u00e7\u00e3o. Usu\u00e1rios empresariais tendem a ser bimodais: intervalos curtos navegando num fluxo que conhecem de cor, intervalos longos lendo um documento ou atendendo um telefonema.<\/p>\n<h3 id='passo-6-ajuste-a-rampa-para-o-formato-real'  id=\"boomdevs_10\" id=\"step-6-match-the-ramp-to-the-real-curve\">Passo 6: Ajuste a Rampa para o Formato Real<\/h3>\n<p>Trace contagens de sess\u00f5es por minuto pela sua janela e molde a rampa do teste para coincidir. Tr\u00eas formatos cobrem a maioria das aplica\u00e7\u00f5es empresariais:<\/p>\n<ul>\n<li><strong>Quase vertical.<\/strong> Lan\u00e7amentos de produtos, vendas limitadas, abertura de mercado. O pico de concorr\u00eancia chega em menos de dois minutos.<\/li>\n<li><strong>Escada.<\/strong> Aplica\u00e7\u00f5es internas ativando \u00e0s 9h em cada fuso hor\u00e1rio, um degrau por regi\u00e3o.<\/li>\n<li><strong>Onda quadrada.<\/strong> Tr\u00e1fego batch e de integra\u00e7\u00e3o. Ligado em volume total, desligado em volume total, sem rampa.<\/li>\n<\/ul>\n<h3 id='passo-7-coloque-a-carga-onde-seus-usu\u00e1rios-est\u00e3o'  id=\"boomdevs_11\" id=\"step-7-place-load-where-your-users-are\">Passo 7: Coloque a Carga Onde Seus Usu\u00e1rios Est\u00e3o<\/h3>\n<p>Use a divis\u00e3o geogr\u00e1fica das an\u00e1lises ou logs CDN e gere carga dessas mesmas regi\u00f5es. Isso n\u00e3o \u00e9 s\u00f3 para medir lat\u00eancia para usu\u00e1rios distantes. Lat\u00eancia afeta a concorr\u00eancia: uma sess\u00e3o mantida aberta por uma viagem de 280 ms dura mais que a mesma sess\u00e3o numa conex\u00e3o de 20 ms, ent\u00e3o taxas id\u00eanticas de chegada produzem maior concorr\u00eancia. Testar tudo de uma \u00fanica regi\u00e3o esconde isso completamente.<\/p>\n<h2 id='onde-os-modelos-de-tr\u00e1fego-erram'  id=\"boomdevs_12\" id=\"where-traffic-models-go-wrong\">Onde os Modelos de Tr\u00e1fego Erram<\/h2>\n<p><strong>Um conjunto de dados para cada usu\u00e1rio virtual.<\/strong> Mesmo login, mesmo ID de produto, mesma conta em dez mil usu\u00e1rios, e sua taxa de acerto de cache vai para quase 100%. A produ\u00e7\u00e3o n\u00e3o se comporta assim. Parametrize com um conjunto de dados amplo o suficiente para representar a cardinalidade real \u2014 um pool de contas, uma lista de SKUs, IDs \u00fanicos de pedido por execu\u00e7\u00e3o \u2014 e compare a taxa de acerto do cache do teste com a produ\u00e7\u00e3o antes de confiar no resultado.<\/p>\n<p><strong>Nada mais rodando durante o pico.<\/strong> Picos em empresas colidem com trabalhos agendados: ETL noturno, reconstru\u00e7\u00e3o de \u00edndices, gera\u00e7\u00e3o de relat\u00f3rios, janelas de backup, sincroniza\u00e7\u00e3o de replica\u00e7\u00e3o. Se o trabalho de reconcilia\u00e7\u00e3o roda \u00e0s 2 da manh\u00e3 e seu pico batch integra tamb\u00e9m \u00e9 \u00e0s 2 da manh\u00e3, um ambiente de teste limpo sem carga de fundo mede um sistema que voc\u00ea n\u00e3o opera.<\/p>\n<p><strong>Testes apenas em protocolo em aplica\u00e7\u00f5es que dependem fortemente do navegador.<\/strong> Um teste em n\u00edvel HTTP reproduz as requisi\u00e7\u00f5es capturadas na grava\u00e7\u00e3o. N\u00e3o executa JavaScript, n\u00e3o aciona chamadas carregadas sob demanda, n\u00e3o dispara tags de terceiros nem renderiza nada. Para uma aplica\u00e7\u00e3o de p\u00e1gina \u00fanica ou portal interno pesado, isso deixa de fora a maior parte do trabalho que o cliente realmente faz \u2014 e todo o trabalho que determina o que o usu\u00e1rio v\u00ea. <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/produtos\/aplicacoes-web\/\">Testes de carga em aplica\u00e7\u00f5es web<\/a> em navegadores reais s\u00e3o a \u00fanica forma de medir a renderiza\u00e7\u00e3o do lado cliente sob carga.<\/p>\n<p><strong>S\u00f3 o caminho feliz.<\/strong> Tr\u00e1fego real inclui carrinhos abandonados, loops de bot\u00e3o voltar, logins falhos, tokens expirados e cliques duplos impacientes. Logins falhos merecem um cen\u00e1rio pr\u00f3prio: afetam o provedor de identidade, geralmente ignoram cache e frequentemente disparam l\u00f3gica de bloqueio que adiciona grava\u00e7\u00f5es.<\/p>\n<h2 id='como-s\u00e3o-os-formatos-reais-do-tr\u00e1fego-empresarial'  id=\"boomdevs_13\" id=\"what-real-enterprise-traffic-shapes-look-like\">Como S\u00e3o os Formatos Reais do Tr\u00e1fego Empresarial<\/h2>\n<p>Tr\u00eas padr\u00f5es que surgem constantemente, e o que cada um exige do modelo.<\/p>\n<h3 id='venda-rel\u00e2mpago-no-varejo-ou-lan\u00e7amento-de-produto'  id=\"boomdevs_14\" id=\"retail-flash-sale-or-product-drop\">Venda Rel\u00e2mpago no Varejo ou Lan\u00e7amento de Produto<\/h3>\n<p>A chegada \u00e9 quase vertical e a mistura colapsa em tr\u00eas transa\u00e7\u00f5es: detalhe do produto, adicionar ao carrinho, finalizar compra. Se a p\u00e1gina do produto \u00e9 cache\u00e1vel, a taxa de acertos no CDN realmente melhora porque todos solicitam o mesmo item quente, o que torna um teste ing\u00eanuo aparentemente f\u00e1cil. A press\u00e3o recai nas chamadas n\u00e3o cache\u00e1veis \u2014 verifica\u00e7\u00f5es de invent\u00e1rio, grava\u00e7\u00f5es no carrinho, autoriza\u00e7\u00e3o de pagamento \u2014 todas acessando a origem ao mesmo tempo com conten\u00e7\u00e3o a n\u00edvel de linha num \u00fanico SKU. Modele a mistura no minuto de pico, n\u00e3o na hora.<\/p>\n<h3 id='fechamento-mensal-em-um-erp-interno'  id=\"boomdevs_15\" id=\"month-end-close-in-an-internal-erp\">Fechamento Mensal em um ERP Interno<\/h3>\n<p>O volume de sess\u00f5es \u00e9 comum. O comprimento das sess\u00f5es n\u00e3o. Exporta\u00e7\u00f5es de relat\u00f3rios e lan\u00e7amentos batch duram minutos, ent\u00e3o a concorr\u00eancia sobe mesmo que a taxa de chegada pare\u00e7a est\u00e1vel \u2014 a Lei de Little trabalhando contra voc\u00ea. Tamb\u00e9m ocorre junto com o lote de fechamento cont\u00e1bil, ent\u00e3o a carga de fundo faz parte do teste. Separe os usu\u00e1rios de relat\u00f3rio e lan\u00e7amento de longa dura\u00e7\u00e3o em sua pr\u00f3pria classe de transa\u00e7\u00e3o com sua pr\u00f3pria dura\u00e7\u00e3o ao inv\u00e9s de incluir tudo numa m\u00e9dia \u00fanica.<\/p>\n<h3 id='matricula-aberta-em-seguro'  id=\"boomdevs_16\" id=\"insurance-open-enrollment\">Matricula Aberta em Seguro<\/h3>\n<p>Semanas de carga elevada com um pico agudo nos dois \u00faltimos dias. Sess\u00f5es prolongadas porque pessoas leem documentos do plano, s\u00e3o pesadas em autentica\u00e7\u00e3o e downloads. A parte de v\u00e1rias semanas \u00e9 <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/saiba-sobre-testes-de-carga\/testes-de-resistencia-e-sua-importancia-para-a-estabilidade-do-sistema\/\">teste de resist\u00eancia<\/a>, onde vazamentos de mem\u00f3ria, exaust\u00e3o de pool de conex\u00f5es e volume de logs importam mais que a concorr\u00eancia m\u00e1xima. O pico dos dias finais precisa de modelo pr\u00f3prio.<\/p>\n<h2 id='como-executar-o-modelo-no-loadview'  id=\"boomdevs_17\" id=\"how-to-run-the-model-in-loadview\">Como Executar o Modelo no LoadView<\/h2>\n<p>Uma vez que o modelo exista, o setup do teste segue a partir dele. LoadView oferece tr\u00eas <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/caracteristicas\/curvas-de-carga\/\">curvas de carga<\/a>, e seu modelo indica qual escolher:<\/p>\n<p>[\/et_pb_text][dipl_advanced_table columns_number=&#8221;2&#8243; row_spacing=&#8221;1px&#8221; admin_label=&#8221;DP Advanced Table&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; header_text_font_size=&#8221;15px&#8221; table_cell_text_font_size=&#8221;15px&#8221; global_colors_info=&#8221;{}&#8221;][dipl_advanced_table_item cell_value=&#8221;Curva de carga&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Use quando seu modelo disser&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Curva de Passo de Carga&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Voc\u00ea tem uma meta de concorr\u00eancia e quer ver onde o tempo de resposta degrada durante a subida&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Curva Baseada em Objetivos&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Seu modelo \u00e9 expresso em throughput \u2014 transa\u00e7\u00f5es ou sess\u00f5es por intervalo \u2014 ou voc\u00ea est\u00e1 validando um SLA&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Curva Ajust\u00e1vel Din\u00e2mica&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][dipl_advanced_table_item cell_value=&#8221;Voc\u00ea quer mover carga e distribui\u00e7\u00e3o regional durante o teste para encontrar onde o sistema se dobra&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dipl_advanced_table_item][\/dipl_advanced_table][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Grave o fluxo da sess\u00e3o com o <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/caracteristicas\/scripting-de-ponto-e-clique\/\">EveryStep Web Recorder<\/a> para que o script percorra o mesmo caminho do usu\u00e1rio, em um navegador real, nas vers\u00f5es desktop e mobile mostradas nas suas an\u00e1lises. Defina a divis\u00e3o regional usando a <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/caracteristicas\/rede-geo-distribuida\/\">rede de inje\u00e7\u00e3o de carga geo-distribu\u00edda<\/a> para coincidir com o passo sete do seu modelo.<\/p>\n<p>Para aplica\u00e7\u00f5es que nunca acessam a internet p\u00fablica, os injetores on-premises <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/caracteristicas\/teste-de-carga-atras-do-firewall\/\">testam carga atr\u00e1s do seu firewall<\/a> enquanto reportam para a mesma plataforma \u2014 que \u00e9 como a maioria do tr\u00e1fego interno de ERP e portais \u00e9 modelado.<\/p>\n<h2 id='como-conferir-o-modelo-com-a-produ\u00e7\u00e3o'  id=\"boomdevs_18\" id=\"how-to-check-the-model-against-production\">Como Conferir o Modelo com a Produ\u00e7\u00e3o<\/h2>\n<p>Um modelo de tr\u00e1fego \u00e9 uma hip\u00f3tese at\u00e9 voc\u00ea comparar sua sa\u00edda com o real. Capture o backend enquanto o teste roda \u2014 eventos de espera do banco de dados, satura\u00e7\u00e3o do pool de conex\u00f5es, profundidade da fila, atividade de escalonamento autom\u00e1tico, taxa de busca na origem do CDN, limita\u00e7\u00e3o do provedor de identidade. Esses sinais explicam os n\u00fameros abaixo.<\/p>\n<p>Ap\u00f3s o teste, coloque cinco medi\u00e7\u00f5es lado a lado com a produ\u00e7\u00e3o para a mesma janela:<\/p>\n<ol>\n<li><strong>Throughput por transa\u00e7\u00e3o.<\/strong> Se o throughput do teste ficar bem abaixo da produ\u00e7\u00e3o com o mesmo n\u00famero de usu\u00e1rios, o tempo de reflex\u00e3o est\u00e1 longo demais ou o script est\u00e1 perdendo chamadas.<\/li>\n<li><strong>Percentual da mistura de transa\u00e7\u00f5es.<\/strong> Desvios aqui significam que a l\u00f3gica de ramifica\u00e7\u00e3o do script n\u00e3o combina com o movimento dos usu\u00e1rios.<\/li>\n<li><strong>Taxa de acerto de cache.<\/strong> Um teste com 95% contra uma produ\u00e7\u00e3o com 70% indica que o conjunto de dados \u00e9 muito limitado.<\/li>\n<li><strong>Taxa e tipos de erro.<\/strong> A produ\u00e7\u00e3o quase sempre tem uma taxa b\u00e1sica de erros. Um teste sem erros geralmente est\u00e1 pulando algo.<\/li>\n<li><strong>Dura\u00e7\u00e3o m\u00e9dia da sess\u00e3o.<\/strong> Valida todo o c\u00e1lculo de concorr\u00eancia do passo tr\u00eas.<\/li>\n<\/ol>\n<p>Entretanto <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/saiba-sobre-testes-de-carga\/como-analisar-os-resultados-do-teste-de-carga\/\">analise seus resultados de teste de carga<\/a> sobre esses cinco pontos, ajuste o script e refa\u00e7a. Duas itera\u00e7\u00f5es geralmente aproximam o modelo o suficiente para confiar.<\/p>\n<h2 id='perguntas-frequentes'  id=\"boomdevs_19\" id=\"frequently-asked-questions\">Perguntas Frequentes<\/h2>\n<p>[\/et_pb_text][et_pb_accordion open_toggle_text_color=&#8221;#42526e&#8221; open_toggle_background_color=&#8221;#FFFFFF&#8221; closed_toggle_background_color=&#8221;#FFFFFF&#8221; toggle_icon=&#8221;&#x4c;||divi||400&#8243; icon_color=&#8221;#0C71C3&#8243; use_icon_font_size=&#8221;on&#8221; icon_font_size=&#8221;20px&#8221; admin_label=&#8221;Accordion&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; toggle_text_color=&#8221;#42526e&#8221; body_text_color=&#8221;#42526e&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Quantos Usu\u00e1rios Virtuais Eu Realmente Preciso?&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Calcule a partir das sess\u00f5es por hora e dura\u00e7\u00e3o m\u00e9dia da sess\u00e3o ao inv\u00e9s de escolher um n\u00famero redondo. Um sistema que processa 18.000 sess\u00f5es por hora com m\u00e9dia de seis minutos carrega aproximadamente 1.800 sess\u00f5es concorrentes, n\u00e3o 18.000. Execute a mesma f\u00f3rmula para a dura\u00e7\u00e3o P90 da sua sess\u00e3o para uma verifica\u00e7\u00e3o de dimensionamento pessimista a usar no planejamento de capacidade.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;Posso S\u00f3 Repassar o Tr\u00e1fego de Produ\u00e7\u00e3o ao Inv\u00e9s de Model\u00e1-lo?&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p>Repassar \u00e9 \u00fatil para validar um modelo que voc\u00ea j\u00e1 construiu. Sozinho tem limites s\u00e9rios: o tr\u00e1fego gravado cont\u00e9m dados pessoais que precisam ser tratados, tokens de sess\u00e3o que expiram, e grava\u00e7\u00f5es com estado que n\u00e3o podem ser repetidas com seguran\u00e7a. E n\u00e3o pode exceder o volume gravado, que \u00e9 exatamente o volume que voc\u00ea mais precisa testar al\u00e9m.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;Com Que Frequ\u00eancia o Modelo de Tr\u00e1fego Deve Ser Reconstru\u00eddo?&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p>Ap\u00f3s qualquer release que altere o front-end ou o fluxo do usu\u00e1rio, ap\u00f3s mudan\u00e7a de neg\u00f3cio que modifique a mistura de transa\u00e7\u00f5es, e antes de qualquer evento de alta carga conhecido. Trimestral \u00e9 um piso razo\u00e1vel para aplica\u00e7\u00f5es est\u00e1veis.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;Devo Rodar Testes em N\u00edvel de Protocolo ou em Navegadores Reais?&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p>Respondem perguntas diferentes. Testes em n\u00edvel de protocolo s\u00e3o baratos por usu\u00e1rio virtual e bons para testar capacidade de back-end e API. Testes em navegador real executam JavaScript, disparam chamadas carregadas sob demanda e rodam tags terceirizadas, que \u00e9 a \u00fanica forma de ver o que o usu\u00e1rio de uma aplica\u00e7\u00e3o de p\u00e1gina \u00fanica experimenta sob carga. A maioria dos programas empresariais usa ambos.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;E Se Meu Aplicativo Interno N\u00e3o Tem Dados de Analytics?&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p>Use logs de autentica\u00e7\u00e3o para taxa de login e dura\u00e7\u00e3o de sess\u00e3o, logs do servidor de aplica\u00e7\u00e3o para volume de requisi\u00e7\u00f5es por endpoint, e o agendador batch para o que mais roda durante sua janela de pico. Aplicativos internos raramente t\u00eam tags de analytics, mas sempre t\u00eam logs de autentica\u00e7\u00e3o e de servidor.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 id='conclus\u00e3o'  id=\"boomdevs_20\" id=\"the-bottom-line\">Conclus\u00e3o<\/h2>\n<p>Um padr\u00e3o de tr\u00e1fego realista \u00e9 definido por quatro medi\u00e7\u00f5es, n\u00e3o por um \u00fanico n\u00famero: qu\u00e3o r\u00e1pido as sess\u00f5es chegam, o que essas sess\u00f5es fazem, quanto tempo os usu\u00e1rios pausam entre a\u00e7\u00f5es e de onde eles se conectam. Cada uma dessas informa\u00e7\u00f5es j\u00e1 est\u00e1 nos seus logs.<\/p>\n<p>Extraia esses quatro, aplique a Lei de Little para obter uma figura de concorr\u00eancia respaldada em dados, e molde a rampa para combinar com uma hora real ao inv\u00e9s de uma linha reta. Depois valide a execu\u00e7\u00e3o contra a produ\u00e7\u00e3o e ajuste conforme necess\u00e1rio. \u00c9 mais trabalho do que escolher um n\u00famero redondo de usu\u00e1rios virtuais, mas \u00e9 a \u00fanica vers\u00e3o do teste cujo resultado voc\u00ea pode usar.<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.27.6&#8243; text_font_size=&#8221;20px&#8221; text_line_height=&#8221;1.5em&#8221; header_2_text_color=&#8221;#FFFFFF&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_css_main_element=&#8221;background: linear-gradient(135deg, #1a73e8, #0d47a1);||  color: #fff;||  padding: 1.4rem 1.6rem;||  border-radius: 8px;||  margin: 2rem 0;||  text-align: center;&#8221; custom_css_free_form=&#8221;selector a {||  color: #fff;||  font-weight: 600;||  text-decoration: underline;||}&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 id='teste-seu-modelo-de-tr\u00e1fego-em-navegadores-reais'  id=\"boomdevs_21\" id=\"test-your-traffic-model-in-real-browsers\">Teste Seu Modelo de Tr\u00e1fego em Navegadores Reais<\/h2>\n<p>LoadView executa seus fluxos de sess\u00e3o em navegadores reais de mais de 40 zonas AWS e Azure, com curvas de carga que voc\u00ea pode modelar conforme o padr\u00e3o de chegada que mediu. <a href=\"https:\/\/www.loadview-testing.com\/pt-br\/teste-de-carga-corporativa\/\">Planos de teste de carga empresarial<\/a> incluem subcontas, SSO e migra\u00e7\u00e3o de scripts de ferramentas legadas.<\/p>\n<p><a href=\"https:\/\/www.loadview-testing.com\/pt-br\/demo\/\">Agende uma demo<\/a> com um engenheiro de performance LoadView para revisar seu modelo de tr\u00e1fego.<\/p>\n<p>[\/et_pb_text][et_pb_code _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<script type=\"application\/ld+json\"><!-- [et_pb_line_break_holder] -->{<!-- [et_pb_line_break_holder] -->  \"@context\": \"https:\/\/schema.org\",<!-- [et_pb_line_break_holder] -->  \"@type\": \"HowTo\",<!-- [et_pb_line_break_holder] -->  \"name\": \"How to Build a Traffic Model From Production Data\",<!-- [et_pb_line_break_holder] -->  \"description\": \"Seven steps to convert production telemetry into a load test traffic model for an enterprise application.\",<!-- [et_pb_line_break_holder] -->  \"step\": [<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 1, \"name\": \"Pick the exact window you are modeling\", \"text\": \"Choose a specific hour from your logs rather than a vague notion of peak traffic. Model the highest-throughput hour of the last twelve months and a second window covering your worst business event.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 2, \"name\": \"Count sessions, not requests\", \"text\": \"Pull sessions per hour for the chosen window along with average and 90th percentile session duration. Session counts track real demand even when a front-end release changes the request count per page.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 3, \"name\": \"Convert sessions into concurrency\", \"text\": \"Apply Little's Law: concurrent sessions equals sessions per hour multiplied by average session length in hours. This gives you the virtual user count the test actually needs.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 4, \"name\": \"Break traffic into business transactions\", \"text\": \"Group endpoints into business transactions such as search, view detail, add to cart, checkout, and report export. Record each transaction's share of traffic at average volume and at peak minute volume.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 5, \"name\": \"Pull think time from real sessions\", \"text\": \"Measure the gap between consecutive page loads inside real user sessions and reproduce it as a distribution rather than a constant value.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 6, \"name\": \"Match the ramp to the real curve\", \"text\": \"Plot per-minute session counts across the window and shape the load test ramp to match, whether that is a near-vertical spike, a staircase across time zones, or a flat batch window.\"},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"HowToStep\", \"position\": 7, \"name\": \"Place load where your users are\", \"text\": \"Reproduce the geographic split from analytics or CDN logs by generating load from the same regions, because latency changes how long sessions stay open and therefore changes concurrency.\"}<!-- [et_pb_line_break_holder] -->  ]<!-- [et_pb_line_break_holder] -->}<!-- [et_pb_line_break_holder] --><\/script><!-- [et_pb_line_break_holder] --><script type=\"application\/ld+json\"><!-- [et_pb_line_break_holder] -->{<!-- [et_pb_line_break_holder] -->  \"@context\": \"https:\/\/schema.org\",<!-- [et_pb_line_break_holder] -->  \"@type\": \"FAQPage\",<!-- [et_pb_line_break_holder] -->  \"mainEntity\": [<!-- [et_pb_line_break_holder] -->    {\"@type\": \"Question\", \"name\": \"How many virtual users do I actually need?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Calculate it from sessions per hour and average session duration using Little's Law rather than picking a round number. A system handling 18,000 sessions per hour with an average six-minute session carries about 1,800 concurrent sessions, not 18,000.\"}},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"Question\", \"name\": \"Can I just replay production traffic instead of modeling it?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Traffic replay is useful for validating a model, but it has limits. Recorded traffic carries personal data you have to scrub, session tokens that expire, and stateful writes you cannot repeat safely. It also cannot exceed the volume you recorded, which is the volume you most need to test beyond.\"}},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"Question\", \"name\": \"How often should the traffic model be rebuilt?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Rebuild after any release that changes the front end or the user flow, after a business change that shifts the transaction mix, and before any known high-load event. Quarterly is a reasonable floor for a stable application.\"}},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"Question\", \"name\": \"Should I run protocol-level tests or real-browser tests?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"They answer different questions. Protocol-level tests are cheap and good for hammering APIs and back-end capacity. Real-browser tests execute JavaScript, fire lazy-loaded calls, and run third-party tags, which is the only way to see what a user of a single-page application experiences under load.\"}},<!-- [et_pb_line_break_holder] -->    {\"@type\": \"Question\", \"name\": \"What if my internal application has no analytics data?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Use authentication logs for login rate and session length, application server logs for request volume by endpoint, and the batch scheduler for what else runs during your peak window. Internal applications rarely carry analytics tags, but they always carry auth and server logs.\"}}<!-- [et_pb_line_break_holder] -->  ]<!-- [et_pb_line_break_holder] -->}<!-- [et_pb_line_break_holder] --><\/script>[\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Construa um modelo de tr\u00e1fego para teste de carga a partir de dados de produ\u00e7\u00e3o\u2014taxas de chegada, mix de sess\u00f5es, tempo de reflex\u00e3o e geografia que correspondam ao uso real de uma empresa.<\/p>\n","protected":false},"author":22,"featured_media":102305,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"[caption id=\"attachment_101478\" align=\"alignnone\" width=\"1024\"]<img class=\"size-large wp-image-101478\" src=\"https:\/\/www.loadview-testing.com\/wp-content\/uploads\/ffiec-load-testing-hero-1024x683.webp\" alt=\"A bank IT examiner reviewing capacity and load test results for an online banking platform\" width=\"1024\" height=\"683\" \/> FFIEC guidance is examined, not checked off. The examiner reads your testing as evidence of sound practice.[\/caption]\r\n\r\n<em>For IT, risk, and compliance teams at US banks and credit unions preparing for an IT examination.<\/em>\r\n\r\nPicture a Friday afternoon at a growing credit union. Direct deposits land, members flood the mobile app to move money, and the transfer screen starts to spin. Nothing goes fully down, but for twenty minutes the busiest hour of the week feels broken. Months later, an IT examiner sits across the table and asks a plain question: how did you know that would not happen?\r\n\r\nThat question sits at the center of FFIEC guidance. There is no rule number that says \"run a 500-user load test.\" Instead, an examiner reads what you did and decides whether it looks like sound practice for an institution your size. This article is about seeing your load and capacity testing the way that examiner does, and about producing answers that hold up.\r\n<h2>What This Guide Covers<\/h2>\r\n<ol>\r\n \t<li><a href=\"#ffiec-guidance-is-a-lens-not-a-rulebook\">FFIEC Guidance Is a Lens, Not a Rulebook<\/a><\/li>\r\n \t<li><a href=\"#which-handbook-booklets-touch-load-and-capacity-testing\">Which Handbook Booklets Touch Load and Capacity Testing<\/a><\/li>\r\n \t<li><a href=\"#the-questions-an-examiner-actually-asks\">The Questions an Examiner Actually Asks<\/a><\/li>\r\n \t<li><a href=\"#where-community-banks-and-credit-unions-slip\">Where Community Banks and Credit Unions Slip<\/a><\/li>\r\n \t<li><a href=\"#producing-the-evidence-without-overbuilding\">Producing the Evidence Without Overbuilding<\/a><\/li>\r\n \t<li><a href=\"#the-bottom-line\">The Bottom Line<\/a><\/li>\r\n \t<li><a href=\"#frequently-asked-questions\">Frequently Asked Questions<\/a><\/li>\r\n<\/ol>\r\n<h2 id=\"ffiec-guidance-is-a-lens-not-a-rulebook\">FFIEC Guidance Is a Lens, Not a Rulebook<\/h2>\r\nThe Federal Financial Institutions Examination Council does not regulate your bank. It is an interagency body, the OCC, the FDIC, the Federal Reserve, the NCUA, and the CFPB, plus a state liaison group, that agrees on uniform principles and publishes them as the IT Examination Handbook. Your own primary regulator then examines you against that handbook.\r\n\r\nThat changes how the testing question works. A hard rule can be satisfied by ticking a box. Guidance is read as evidence of judgment: did you identify the systems that matter, understand how they behave under load, and act on what you found. An examiner is not comparing you to a fixed number. They are comparing your practice to what a reasonable institution of your size and complexity would do.\r\n\r\nProportionality runs through the whole handbook. The Business Continuity Management booklet, for example, asks examiners to assess whether test methods are \"commensurate with the size and complexity\" of the institution and the criticality of the function. A community bank and a top-20 bank are held to the same principle and a very different bar.\r\n<h2 id=\"which-handbook-booklets-touch-load-and-capacity-testing\">Which Handbook Booklets Touch Load and Capacity Testing<\/h2>\r\nFour booklets in the IT Examination Handbook shape how load and capacity work is judged. Knowing which one an examiner is drawing from tells you what they are really asking.\r\n<h3>Architecture, Infrastructure, and Operations<\/h3>\r\nThe <a href=\"https:\/\/ithandbook.ffiec.gov\/it-booklets\/architecture-infrastructure-and-operations\/\">AIO booklet<\/a>, updated in 2021, is the home of capacity management and performance monitoring. It expects an institution to plan capacity against demand, watch performance against targets, and keep systems inside their limits as volume grows. This is where <a href=\"https:\/\/www.loadview-testing.com\/learn\/capacity-planning\/\">capacity planning<\/a> backed by real measurements belongs, rather than a spreadsheet estimate no one has tested.\r\n<h3>Business Continuity Management<\/h3>\r\nThe <a href=\"https:\/\/ithandbook.ffiec.gov\/it-booklets\/business-continuity-management\/\">BCM booklet<\/a>, updated in 2019, covers resilience: can the institution keep operating through disruption, and has it tested that it can. Load and <a href=\"https:\/\/www.loadview-testing.com\/learn\/website-stress-testing\/\">stress testing<\/a> feed the resilience picture, and they pair naturally with the <a href=\"https:\/\/www.loadview-testing.com\/learn\/disaster-recovery-planning\/\">disaster recovery testing<\/a> the booklet expects, so a recovered system is also one you have proven can carry the load.\r\n<h3>Development, Acquisition, and Maintenance<\/h3>\r\nThe <a href=\"https:\/\/ithandbook.ffiec.gov\/it-booklets\/development-acquisition-and-maintenance\/\">Development, Acquisition, and Maintenance booklet<\/a> covers what happens before a change reaches members. It expects testing as part of the release process, which for a customer-facing system means checking that a new build handles expected volume, not just that its features work.\r\n<h3>Outsourcing Technology Services and Appendix J<\/h3>\r\nMost banks and credit unions run their core, digital banking, and payments through vendors. The <a href=\"https:\/\/ithandbook.ffiec.gov\/it-booklets\/outsourcing-technology-services\/\">Outsourcing booklet<\/a>, and Appendix J on the resilience of outsourced technology services, make clear that using a vendor does not move the responsibility off your desk. You are still expected to understand and, where you can, validate that those services hold up under your volume.\r\n<h2 id=\"the-questions-an-examiner-actually-asks\">The Questions an Examiner Actually Asks<\/h2>\r\nGuidance turns into specific questions in the exam room. The gap between a weak answer and a strong one is almost always evidence, and load testing is what produces it.\r\n<table>\r\n<thead>\r\n<tr>\r\n<th>What the examiner asks<\/th>\r\n<th>A weak answer<\/th>\r\n<th>A strong answer<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr>\r\n<td>How do you know online and mobile banking hold up on your busiest day?<\/td>\r\n<td>\"We have not had an outage,\" or \"the vendor handles it.\"<\/td>\r\n<td>\"We load tested the login-to-transfer flow to our projected peak plus headroom. Here is the dated report.\"<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>What happens when volume doubles?<\/td>\r\n<td>\"We would add capacity if we needed to.\"<\/td>\r\n<td>\"We stress tested past twice our peak, found the limit, and documented what we changed.\"<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Did you test this release before it went live?<\/td>\r\n<td>\"It passed functional QA.\"<\/td>\r\n<td>\"A capacity test ran as a release gate, tied to the change record.\"<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>What did you do when a test found a problem?<\/td>\r\n<td>\"We noted it in a ticket.\"<\/td>\r\n<td>\"We fixed the slow component, re-ran the same test, and kept both results.\"<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Is your testing scaled to your risk?<\/td>\r\n<td>\"We run one test a year because that is what we have always done.\"<\/td>\r\n<td>\"Our depth and cadence track our size, our complexity, and how critical each system is.\"<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\nNone of the strong answers require a large program. They require that a test was run against the right system, that a number was written down, and that someone acted on it. That is what an examiner means by evidence.\r\n<h2 id=\"where-community-banks-and-credit-unions-slip\">Where Community Banks and Credit Unions Slip<\/h2>\r\nThe most common miss is assuming the vendor covers it. A core or digital banking provider does run its own testing, but that testing is sized for the provider's whole book of clients, not for your payday, your tax-refund season, or the marketing push that triples new-account traffic. When an examiner asks how your members fare on your peak day, \"the vendor tests it\" is not an answer you can show.\r\n\r\nThe second miss is testing only the parts that are easy to hit. A protocol-level check on the login endpoint can look fine while the real member flow, with multi-factor prompts and a rendered dashboard, is far slower under load. Banking authentication is a frequent choke point, which is why <a href=\"https:\/\/www.loadview-testing.com\/blog\/otp-load-testing\/\">OTP load testing<\/a> and the full sign-in path deserve their own attention rather than a raw endpoint ping.\r\n\r\nThe third is treating one passing test as permanent. Member counts grow, features ship, and a system that cleared its bar last year may not clear it after a core upgrade. Guidance reads a stale test as no test, so testing that keeps pace with growth is what <a href=\"https:\/\/www.loadview-testing.com\/learn\/scalability-testing\/\">scalability testing<\/a> is for.\r\n<h2 id=\"producing-the-evidence-without-overbuilding\">Producing the Evidence Without Overbuilding<\/h2>\r\nYou do not need an exchange-grade test lab to satisfy an examiner. You need to cover the systems your members touch, at a depth that matches your risk, and to keep the results. A workable path for a lean team:\r\n\r\n[caption id=\"attachment_101485\" align=\"alignnone\" width=\"1024\"]<img class=\"size-large wp-image-101485\" src=\"https:\/\/www.loadview-testing.com\/wp-content\/uploads\/ffiec-load-testing-capacity-management-cycle-1024x683.webp\" alt=\"Capacity management cycle: plan capacity, set targets, load test, measure, and remediate, with an examiner reviewing the loop\" width=\"1024\" height=\"683\" \/> Capacity management is a loop, and the examiner reads the whole cycle, not a single test.[\/caption]\r\n<ol>\r\n \t<li><strong>Start at your digital front door.<\/strong> Online banking, the mobile web app, bill pay, and loan or account applications are the systems members feel first, and the ones an examiner asks about first. <a href=\"https:\/\/www.loadview-testing.com\/blog\/finanical-website-and-application-load-testing\/\">Financial application load testing<\/a> starts here.<\/li>\r\n \t<li><strong>Set targets from your real peak days.<\/strong> Payday, month-end, and tax season give you honest numbers. Write down the peak concurrent members and the response-time and error-rate limits that count as a pass.<\/li>\r\n \t<li><strong>Test the member flow, not just the endpoint.<\/strong> Script the real journey, sign in, view balances, move money, in a real browser so results reflect what a member experiences, and drive the endpoints behind it with <a href=\"https:\/\/www.loadview-testing.com\/learn\/api-load-testing\/\">API load testing<\/a>. <a href=\"https:\/\/www.loadview-testing.com\/features\/\">Real-browser load testing<\/a> is what makes the number credible.<\/li>\r\n \t<li><strong>Push past peak once, then keep the report.<\/strong> Find the limit, record the <a href=\"https:\/\/www.loadview-testing.com\/features\/performance-reports\/\">performance reports<\/a> with response times and error rates, and file them where the exam can find them.<\/li>\r\n \t<li><strong>Right-size the cadence.<\/strong> Re-test on major releases and as volume grows, and fold it into your <a href=\"https:\/\/www.loadview-testing.com\/features\/ci-cd-integrations\/\">CI\/CD pipeline<\/a> if you have one. Match the frequency to the risk, not to a calendar habit.<\/li>\r\n<\/ol>\r\nLoadView fits this shape because it is fully cloud-hosted: a small IT team runs real-browser and API load tests without standing up load generators, and every run exports a dated report. For an institution leaning on vendors, the same approach validates the member-facing side of a <a href=\"https:\/\/www.loadview-testing.com\/blog\/test-transaction-concurrency-in-fintech\/\">transaction concurrency<\/a> question that Appendix J expects you to be able to answer.\r\n\r\nSee how LoadView helps banks and credit unions produce the load testing evidence an examiner reads. <a href=\"https:\/\/www.loadview-testing.com\/demo\/\">Schedule a LoadView demo<\/a> to test your digital banking front door at your real peak.\r\n<h2 id=\"the-bottom-line\">The Bottom Line<\/h2>\r\nFFIEC guidance does not grade you against a number. It grades you against judgment: whether you found the systems that matter, learned how they behave under load, and kept evidence that you acted. An examiner reading a dated load test report, tied to a real member flow and a clear pass or fail line, sees exactly that.\r\n\r\nCover your digital front door first, size the effort to your risk, and keep the reports. Do that, and the plain question across the exam table, how did you know it would hold, has a plain answer you can hand over.\r\n<h2 id=\"frequently-asked-questions\">Frequently Asked Questions<\/h2>\r\n<h3>Is the FFIEC a Regulator?<\/h3>\r\nNo. The FFIEC is an interagency body of the OCC, FDIC, Federal Reserve, NCUA, and CFPB, plus a State Liaison Committee. It sets uniform principles and publishes the IT Examination Handbook, and the member agencies examine banks and credit unions against that guidance. You are examined on FFIEC guidance by your primary regulator rather than fined by the FFIEC itself.\r\n<h3>Does FFIEC Guidance Require Load Testing?<\/h3>\r\nNot as a line-item mandate. FFIEC guidance is principles-based. But the Architecture, Infrastructure, and Operations booklet expects capacity management and performance monitoring, and the Business Continuity Management booklet expects resilience testing, both scaled to the institution's size and complexity. Load and stress testing are the practical way to show those systems hold up.\r\n<h3>Which FFIEC Booklets Cover Capacity and Load Testing?<\/h3>\r\nThe Architecture, Infrastructure, and Operations booklet covers capacity management and performance monitoring. The Business Continuity Management booklet covers resilience testing and exercises. The Development, Acquisition, and Maintenance booklet covers testing before deployment. And the Outsourcing Technology Services booklet, with Appendix J, covers the resilience of services you run through a vendor.\r\n<h3>How Much Load Testing Does a Small Community Bank or Credit Union Need?<\/h3>\r\nAs much as your risk warrants. FFIEC guidance asks that test methods be commensurate with the size and complexity of the institution and the criticality of the function. A small institution running packaged online banking does not need an exchange's test program, but it does need to understand and validate the systems its members depend on, especially the digital front door.\r\n<h3>How Does LoadView Help Banks and Credit Unions With FFIEC Exams?<\/h3>\r\nLoadView load tests digital banking the way a member uses it, in a real browser, and tests the API endpoints behind it. It is fully cloud-hosted, so a small IT team has no load-generation infrastructure to build, and it exports dated performance reports with response times and error rates that become the evidence an examiner reviews.\r\n<!-- JSON-LD: FAQPage -->\r\n<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Is the FFIEC a Regulator?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"No. The FFIEC is an interagency body of the OCC, FDIC, Federal Reserve, NCUA, and CFPB, plus a State Liaison Committee. It sets uniform principles and publishes the IT Examination Handbook, and the member agencies examine banks and credit unions against that guidance. You are examined on FFIEC guidance by your primary regulator rather than fined by the FFIEC itself.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Does FFIEC Guidance Require Load Testing?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Not as a line-item mandate. FFIEC guidance is principles-based. But the Architecture, Infrastructure, and Operations booklet expects capacity management and performance monitoring, and the Business Continuity Management booklet expects resilience testing, both scaled to the institution\u2019s size and complexity. 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