{"id":92272,"date":"2024-04-18T08:12:11","date_gmt":"2024-04-18T07:12:11","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/review-de-la-high-performance-computing-hpc\/"},"modified":"2024-11-07T12:08:08","modified_gmt":"2024-11-07T12:08:08","slug":"review-de-la-high-performance-computing-hpc","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/es\/expert-view\/review-de-la-high-performance-computing-hpc\/","title":{"rendered":"Review de la High Performance Computing (HPC)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Nos introducimos con este art\u00edculo en la High Performance Computing o HPC y a trav\u00e9s de casos de uso m\u00e1s comunes de esta disciplina computacional.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-1\" style=\"color:#f8485e\"><strong>\u00bfQu\u00e9 es la High Performance Computing?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>High Performance Computing, o HPC<\/strong>&nbsp;se podr\u00eda definir como&nbsp;<strong>la agregaci\u00f3n de potencia de computaci\u00f3n proveniente de m\u00faltiples ordenadores\/servidores<\/strong>&nbsp;y su utilizaci\u00f3n en problemas computacionales de grandes dimensiones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Estos problemas pueden ser demasiado pesados para los t\u00edpicos equipos de trabajo que tardar\u00edan demasiado tiempo por lo que ser\u00eda inviable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Este enfoque permite adem\u00e1s aumentar la precisi\u00f3n de resultados ya que la potencia de computaci\u00f3n disponible es m\u00e1s elevada.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-2\" style=\"color:#f8485e\"><strong>\u00bfC\u00f3mo funciona la High Performance Computing?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La arquitectura y funcionamiento de un cluster HPC puede ser un tema bastante complejo, pero para simplificarlo se puede dividir en 4 \u00e1reas:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Esqueleto<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Estos son los componentes base:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Login node<\/strong>: componente responsable de manejar el login de los usuarios en el cluster, as\u00ed como manejar remote desktops.<\/li>\n\n\n\n<li><strong>Master node<\/strong>: componente responsable de orquestar los recursos del cluster, tambi\u00e9n llamado scheduler.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Computaci\u00f3n<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Es el componente responsable de realizar los trabajos de los usuarios.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Almacenamiento<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Es el componente responsable de la persistencia de datos.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>NFS<\/strong>: utilizado para almacenar resultados y datos de los usuarios.<\/li>\n\n\n\n<li><strong>Parallel File System<\/strong>: utilizado por los compute nodes durante los c\u00e1lculos.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Networking<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Componente responsable de la comunicaci\u00f3n entre componentes.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Todo el sistema<\/strong>: conectado por Gigabit Ethernet.<\/li>\n\n\n\n<li><strong>Compute nodes y Parallel File System<\/strong>: conectado por RDMA de alta velocidad.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/high-performance-computing-model-darecode.jpg\" alt=\"Modelo de High Performance Computing (HPC)\" class=\"wp-image-6179\"\/><figcaption class=\"wp-element-caption\">Modelo de la High Performance Computing (HPC)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">La utilizaci\u00f3n del sistema por parte del usuario, normalmente, se realizar\u00eda de la siguiente forma:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Subida de datos<\/strong>&nbsp;relacionados con el estudio\/c\u00e1lculo a realizar.<\/li>\n\n\n\n<li><strong>Login en el sistema<\/strong>&nbsp;y preparaci\u00f3n del trabajo a realizar.<\/li>\n\n\n\n<li><strong>Env\u00edo del trabajo al scheduler<\/strong>: solicitando los recursos necesarios como el n\u00famero de cores.<\/li>\n\n\n\n<li><strong>An\u00e1lisis o bajada de los resultados.<\/strong><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-3\" style=\"color:#f8485e\"><strong>Casos de uso y estado del arte en la High Performance Computing (HPC)<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Actualmente la utilizaci\u00f3n de sistemas HPC est\u00e1 en crecimiento<\/strong>&nbsp;ya que en los \u00faltimos a\u00f1os los casos de uso e industrias que pueden obtener beneficios con su utilizaci\u00f3n est\u00e1 tambi\u00e9n aumentando.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esto se debe, en parte, a la capacidad de los sistemas y la utilizaci\u00f3n de GPUs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los casos de \u00e9xito son diversos y en diversas \u00e1reas, como por ejemplo:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Fluidodin\u00e1mica Computacional (CFD)<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Estudio ambiental de edificios.<\/li>\n\n\n\n<li>Seguridad y salud: Investigaci\u00f3n de los efectos del fuego y el humo.<\/li>\n\n\n\n<li>Medicina: Estudios del flujo sangu\u00edneo a trav\u00e9s de vasos capilares, arterias, venas.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Inteligencia Artificial con HPC<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Medicina de precisi\u00f3n: diagn\u00f3stico de c\u00e1ncer.<\/li>\n\n\n\n<li>An\u00e1lisis Cyber threat.<\/li>\n\n\n\n<li>Weather and Climate Modeling.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Big Data<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Weather Forecasting.<\/li>\n\n\n\n<li>Fraud detection.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Rendering<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Render farms.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-4\" style=\"color:#f8485e\"><strong>Para concluir<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Son muchas las \u00e1reas que pueden utilizar HPC para mejorar sus procesos y resultados y es visible su impacto en las diversas industrias ahora mismo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El tipo de sistema utilizado, a nivel de tama\u00f1o y complexidad, es muy flexible lo que&nbsp;<strong>permite a peque\u00f1as y grandes empresas aprovechar y ganar con la utilizaci\u00f3n del HPC<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>La tendencia parece ser el aumento de la utilizaci\u00f3n de estos sistemas a nivel global, as\u00ed como su adopci\u00f3n por nuevas industrias.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esperamos que este art\u00edculo haya sido de utilidad para aclarar el concepto de HPC y sus aplicaciones.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google <strong><a href=\"https:\/\/cloud.google.com\/discover\/what-is-high-performance-computing?hl=es-419\">\u00bfQu\u00e9 es la computaci\u00f3n de alto rendimiento?<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00a1No olvides que puedes <a href=\"https:\/\/es.devoteam.com\/contacta-con-nosotros\/\">contactar con nosotros<\/a> y comentar cualquier duda de que tengas!<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nos introducimos con este art\u00edculo en la High Performance Computing o HPC y a trav\u00e9s de casos de uso m\u00e1s comunes de esta disciplina computacional. \u00bfQu\u00e9 es la High Performance Computing? High Performance Computing, o HPC&nbsp;se podr\u00eda definir como&nbsp;la agregaci\u00f3n de potencia de computaci\u00f3n proveniente de m\u00faltiples ordenadores\/servidores&nbsp;y su utilizaci\u00f3n en problemas computacionales de grandes [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","categories":[],"tags":[863,864],"industry":[],"class_list":["post-92272","expert-view","type-expert-view","status-publish","hentry","tag-high-performance-computing","tag-hpc"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-9 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Blog<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/es\/expert-view\/review-de-la-high-performance-computing-hpc\/\" target=\"_self\" >Review de la High Performance Computing (HPC)<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Review de la High Performance Computing (HPC) | Devoteam<\/title>\n<meta name=\"description\" content=\"Descubre c\u00f3mo el HPC est\u00e1 transformando la investigaci\u00f3n y la industria, y c\u00f3mo puedes aprovechar su potencial. \u00a1Explora ahora!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devoteam.info\/es\/expert-view\/review-de-la-high-performance-computing-hpc\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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High Performance Computing, o HPC&nbsp;se podr\u00eda definir como&nbsp;la agregaci\u00f3n de potencia de computaci\u00f3n proveniente de m\u00faltiples ordenadores\/servidores&nbsp;y su utilizaci\u00f3n en problemas computacionales de grandes&hellip;","_links":{"self":[{"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/expert-view\/92272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/expert-view"}],"about":[{"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/types\/expert-view"}],"version-history":[{"count":0,"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/expert-view\/92272\/revisions"}],"wp:attachment":[{"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/media?parent=92272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/categories?post=92272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/tags?post=92272"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/devoteam.info\/es\/wp-json\/wp\/v2\/industry?post=92272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}