{"id":16014,"date":"2024-07-11T10:31:52","date_gmt":"2024-07-11T17:31:52","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16014"},"modified":"2024-07-11T10:31:52","modified_gmt":"2024-07-11T17:31:52","slug":"scalability-vs-elasticity","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/es\/scalability-vs-elasticity\/","title":{"rendered":"Escalabilidad frente a elasticidad: Una comparaci\u00f3n"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">La escalabilidad y la elasticidad ayudan a las organizaciones a lograr una mayor flexibilidad y eficiencia en su infraestructura inform\u00e1tica. Sin embargo, <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/scalability-in-cloud-computing\/\"><span style=\"font-weight: 400;\">escalabilidad<\/span><\/a><span style=\"font-weight: 400;\"> y la elasticidad tienen claras diferencias que las organizaciones deben conocer a la hora de decidir qu\u00e9 enfoque adoptar. Esta entrada del blog desglosar\u00e1 las diferencias entre ambas, proporcionar\u00e1 ejemplos de su uso y, finalmente, analizar\u00e1 c\u00f3mo lograr ambas en la computaci\u00f3n en nube.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u00bfQu\u00e9 es la escalabilidad?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">La escalabilidad se refiere a la capacidad de un sistema en nube de ajustar los recursos para satisfacer demandas cambiantes. Esto se consigue mediante <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/database-scalability\/\"><span style=\"font-weight: 400;\">aumentar (escala vertical) o reducir (escala horizontal)<\/span><\/a><span style=\"font-weight: 400;\">. El escalado vertical consiste en a\u00f1adir recursos a una m\u00e1quina ya existente, como la mejora de la CPU o la RAM. El escalado horizontal consiste en a\u00f1adir m\u00e1quinas (servidores) adicionales al conjunto de recursos para gestionar la creciente carga.<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/es\/scaling-microservices\/\"><span style=\"font-weight: 400;\">Microservicios<\/span><\/a><span style=\"font-weight: 400;\">, un enfoque de desarrollo que descompone el software en peque\u00f1os servicios independientes, facilita el escalado horizontal al permitir que los servicios se repliquen en varios servidores. Cada microservicio puede escalarse y <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/what-is-load-balancing\/\"><span style=\"font-weight: 400;\">carga equilibrada por separado<\/span><\/a><span style=\"font-weight: 400;\">de este modo se gestiona el aumento del tr\u00e1fico y la carga de trabajo.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u00bfQu\u00e9 es la elasticidad?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">La elasticidad, por su parte, se refiere a la capacidad de un sistema para aumentar o disminuir autom\u00e1ticamente su escala en respuesta a cambios en la demanda. Es una <\/span><a href=\"https:\/\/docs.couchbase.com\/operator\/current\/concept-couchbase-autoscaling.html\"><span style=\"font-weight: 400;\">funci\u00f3n de autoescalado<\/span><\/a><span style=\"font-weight: 400;\"> que garantiza que los recursos est\u00e9n siempre disponibles cuando se necesitan y se liberen autom\u00e1ticamente cuando disminuye la demanda. A diferencia de la escalabilidad, la elasticidad es m\u00e1s din\u00e1mica y requiere menos intervenci\u00f3n manual.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Una tienda de comercio electr\u00f3nico o un mercado en l\u00ednea durante la temporada de vacaciones es un ejemplo de elasticidad en funcionamiento. Un gran sitio web debe tener una infraestructura el\u00e1stica que se ampl\u00ede autom\u00e1ticamente para gestionar el aumento del tr\u00e1fico y las ventas sin interrumpir las operaciones. Cuando la demanda disminuye, la infraestructura se reduce autom\u00e1ticamente para reducir costes.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Comparaci\u00f3n entre escalabilidad y elasticidad en la computaci\u00f3n en nube<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Aunque la escalabilidad y la elasticidad est\u00e1n estrechamente relacionadas y a menudo se utilizan indistintamente, se refieren a conceptos diferentes en la computaci\u00f3n en nube. Veamos a continuaci\u00f3n las principales diferencias.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Caracter\u00edstica<\/b><\/td>\n<td><b>Escalabilidad<\/b><\/td>\n<td><b>Elasticidad<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Definici\u00f3n<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Capacidad para hacer frente al aumento de la carga de trabajo a\u00f1adiendo recursos<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Posibilidad de ajustar autom\u00e1ticamente los recursos en funci\u00f3n de la demanda<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Ac\u00e9rquese a<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Planificadas y a menudo manuales<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Autom\u00e1tico y din\u00e1mico<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Duraci\u00f3n<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Normalmente a largo plazo (de semanas a meses)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">A corto plazo (de minutos a horas)<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Utilizaci\u00f3n de los recursos<\/b><\/td>\n<td><span style=\"font-weight: 400;\">A\u00f1ade recursos de forma permanente o semipermanente<\/span><\/td>\n<td><span style=\"font-weight: 400;\">A\u00f1ade o elimina recursos r\u00e1pidamente seg\u00fan sea necesario, a menudo de forma temporal.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Implicaciones econ\u00f3micas<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Mayor debido a la adici\u00f3n de recursos permanentes<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rentabilidad gracias al modelo de pago por uso<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">Ejemplos de escalabilidad<\/span><\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Minoristas en l\u00ednea:<\/b><span style=\"font-weight: 400;\"> En<\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/use-cases\/retail-and-ecommerce\/\"><span style=\"font-weight: 400;\"> sitio de comercio electr\u00f3nico<\/span><\/a><span style=\"font-weight: 400;\"> puede utilizar varios servidores durante las operaciones regulares. A medida que crece la base de usuarios, la plataforma a\u00f1ade m\u00e1s servidores (escalado horizontal) o actualiza los existentes (escalado vertical) para mantener el rendimiento.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Centros de datos:<\/b><span style=\"font-weight: 400;\"> A menudo, las empresas actualizan sus centros de datos a\u00f1adiendo m\u00e1s capacidad de almacenamiento, procesamiento y redes para gestionar mayores cargas de datos.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Fragmentaci\u00f3n de bases de datos:<\/b><span style=\"font-weight: 400;\"> Una mayor base de usuarios conlleva la complejidad de manejar grandes cantidades de datos y metadatos. Para solucionar este problema, las bases de datos pueden dividir sus esquemas de tablas. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/what-is-database-sharding\/\"><span style=\"font-weight: 400;\">fragmentos<\/span><\/a><span style=\"font-weight: 400;\">y almacenan los datos en ubicaciones f\u00edsicas separadas. De este modo, las bases de datos pueden gestionar m\u00e1s consultas y transacciones simult\u00e1neamente.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Ejemplos de elasticidad<\/span><\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Servicios de streaming:<\/b><span style=\"font-weight: 400;\"> Plataformas como Netflix ajustan sus recursos en funci\u00f3n del n\u00famero de espectadores activos. En horas punta, aumentan los recursos; en horas valle, los reducen para ahorrar costes.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Minoristas en l\u00ednea:<\/b><span style=\"font-weight: 400;\"> Durante las rebajas del Black Friday o el Cyber Monday, los minoristas en l\u00ednea utilizan la elasticidad de la nube para gestionar el repentino aumento del tr\u00e1fico y las transacciones, aprovisionando autom\u00e1ticamente m\u00e1s servidores para satisfacer la demanda.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Juegos en l\u00ednea:<\/b><span style=\"font-weight: 400;\"> Los juegos multijugador como Fortnite ampl\u00edan sus servidores durante las horas punta de juego o los nuevos lanzamientos para dar cabida a la afluencia de jugadores, y luego los reducen durante las horas valle.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">C\u00f3mo lograr escalabilidad y elasticidad en la computaci\u00f3n en nube<\/span><\/h2>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Proveedores de nube:<\/b><span style=\"font-weight: 400;\"> Servicios como <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/partners\/amazon\/\"><span style=\"font-weight: 400;\">AWS<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/partners\/microsoft\/\"><span style=\"font-weight: 400;\">Microsoft Azure<\/span><\/a><span style=\"font-weight: 400;\">y <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/partners\/google\/\"><span style=\"font-weight: 400;\">Nube de Google<\/span><\/a><span style=\"font-weight: 400;\"> ofrecen funciones integradas de escalabilidad y elasticidad, con herramientas como grupos de autoescalado y <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/managed-cloud-services\/\"><span style=\"font-weight: 400;\">servicios gestionados que ajustan autom\u00e1ticamente los recursos<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Equilibradores de carga:<\/b><span style=\"font-weight: 400;\"> Distribuya el tr\u00e1fico entrante entre varios servidores para garantizar que ninguno de ellos se vea desbordado, lo que contribuye tanto a la escalabilidad como a la elasticidad.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Containerizaci\u00f3n:<\/b><span style=\"font-weight: 400;\"> Con la llegada de <\/span><a href=\"https:\/\/www.docker.com\/\"><span style=\"font-weight: 400;\">Docker<\/span><\/a><span style=\"font-weight: 400;\">Adem\u00e1s, el env\u00edo y despliegue de aplicaciones es sencillo, lo que facilita el escalado y la gesti\u00f3n din\u00e1mica de recursos.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Supervisi\u00f3n y automatizaci\u00f3n:<\/b><span style=\"font-weight: 400;\"> Puede utilizar herramientas de supervisi\u00f3n para realizar un seguimiento del uso de los recursos y configurar secuencias de comandos automatizadas o utilizar herramientas nativas de la nube para ajustar los recursos en funci\u00f3n de m\u00e9tricas predefinidas.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2><span style=\"font-weight: 400;\">El futuro de la escalabilidad y la elasticidad<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">El futuro de la escalabilidad y la elasticidad parece dirigirse hacia <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/serverless-vs-cloud\/\"><span style=\"font-weight: 400;\">sin servidor<\/span><\/a><span style=\"font-weight: 400;\"> aprovisionamiento de recursos. Plataformas como AWS Lambda, Microsoft Azure y Google Cloud ofrecen funciones que se escalan autom\u00e1ticamente en funci\u00f3n de los recursos necesarios. Esta funcionalidad ayuda a los desarrolladores a evitar el aprovisionamiento excesivo de recursos, lo que la convierte en una opci\u00f3n rentable tanto para startups como para empresas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Aportar valor a trav\u00e9s de <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/app-scaling\/\"><span style=\"font-weight: 400;\">escalabilidad de las aplicaciones<\/span><\/a><span style=\"font-weight: 400;\"> y la elasticidad proporcionan a las organizaciones \u00e1giles la velocidad, flexibilidad y adaptabilidad que necesitan en su af\u00e1n por satisfacer la demanda de los usuarios. Al igual que la escalabilidad y la elasticidad afectan al software, la agilidad ampl\u00eda el potencial humano de una organizaci\u00f3n (grande o peque\u00f1a).<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Principales conclusiones<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Para desarrollar y mantener con \u00e9xito aplicaciones dise\u00f1adas para grandes bases de usuarios, debe utilizar tanto la escalabilidad como la elasticidad. Dado que las organizaciones se encontrar\u00e1n con escenarios en los que pueden confiar exclusivamente en la escalabilidad (trimestralmente) y escenarios en los que necesitan ajustar los recursos para satisfacer r\u00e1pidamente el aumento de la demanda (necesidades a corto plazo), ambos enfoques son necesarios.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para seguir aprendiendo sobre escalabilidad, elasticidad, serverless y el futuro de la computaci\u00f3n en la nube, deber\u00edas leer nuestras gu\u00edas sobre <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/serverless-architecture\/\"><span style=\"font-weight: 400;\">arquitectura sin servidor<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/resources\/concepts\/serverless-databases\/\"><span style=\"font-weight: 400;\">bases de datos sin servidor<\/span><\/a><span style=\"font-weight: 400;\">y <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/es\/serverless-functions\/\"><span style=\"font-weight: 400;\">funciones sin servidor<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Scalability and elasticity help organizations achieve greater flexibility and efficiency in their IT infrastructure. However, scalability and elasticity have distinct differences that organizations should be aware of when deciding which approach to take. This blog post will break down the [&hellip;]<\/p>\n","protected":false},"author":75185,"featured_media":16015,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,1815,9417],"tags":[9289,9992,1340],"ppma_author":[9163],"class_list":["post-16014","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-best-practices-and-tutorials","category-performance","tag-cloud-infrastructure","tag-elasticity","tag-scalability"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Scalability vs. Elasticity: A Comparison - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"This blog post will discuss the differences between scalability and elasticity and how they overlap in cloud computing.\" \/>\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\/es\/scalability-vs-elasticity\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scalability vs. Elasticity: A Comparison\" \/>\n<meta property=\"og:description\" content=\"This blog post will discuss the differences between scalability and elasticity and how they overlap in cloud computing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/es\/scalability-vs-elasticity\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-11T17:31:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/07\/frederik-merten-o4sCrY_1knY-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1708\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - 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