{"id":16508,"date":"2024-01-22T13:26:00","date_gmt":"2024-01-22T12:26:00","guid":{"rendered":"https:\/\/www.quobis.com\/?p=16508"},"modified":"2025-09-29T13:31:28","modified_gmt":"2025-09-29T11:31:28","slug":"mlsip-arquitectura-basada-en-codigo-abierto","status":"publish","type":"post","link":"https:\/\/www.quobis.com\/es\/2024\/01\/22\/mlsip-arquitectura-basada-en-codigo-abierto\/","title":{"rendered":"MLSIP | Arquitectura basada en c\u00f3digo abierto"},"content":{"rendered":"\n<p>El \u00e9xito del <a href=\"https:\/\/www.quobis.com\/es\/proyectos-de-innovacion\/machine-learning-ml-sip\/\">proyecto MLSIP<\/a> reside en una arquitectura robusta y modular, dise\u00f1ada para integrar la toma de decisiones inteligentes en el flujo de las comunicaciones en tiempo real. El equipo de Quobis ha definido una arquitectura definitiva que combina <a href=\"https:\/\/www.quobis.com\/es\/codigo\/\">componentes de c\u00f3digo abierto <\/a>de alto rendimiento con un servicio de Machine Learning desarrollado a medida.<\/p>\n\n\n\n<p>El coraz\u00f3n del sistema es Kamailio, un servidor SIP de nivel de operador elegido por su escalabilidad, flexibilidad y, fundamentalmente, por su capacidad para realizar peticiones HTTP a servicios externos. En lugar de depender de tablas de enrutamiento est\u00e1ticas, Kamailio consultar\u00e1 antes de cada llamada al Servicio MLSIP.<\/p>\n\n\n\n<p>Este servicio es el \u00abcerebro\u00bb del sistema. Alberga los modelos de IA entrenados, como Random Forest y FT-Transformer, y expone una API RESTful para la toma de decisiones. Cuando Kamailio recibe una llamada, env\u00eda una petici\u00f3n HTTP POST a esta API con datos clave (origen, destino, c\u00f3dec propuesto). La API responde con la ruta recomendada y una estimaci\u00f3n de calidad, permitiendo un enrutamiento din\u00e1mico y optimizado.<\/p>\n\n\n\n<p>Para que el sistema aprenda, necesita datos. Al finalizar cada llamada, Kamailio genera un<strong> Call Detail Record (CDR) <\/strong>que almacena en una base de datos MySQL\/MariaDB. Estos registros son expuestos de forma segura a trav\u00e9s de una API de Datos desarrollada en Flask, permitiendo al m\u00f3dulo de IA consumir el historial de llamadas para su entrenamiento y mejora continua. Este ciclo cerrado de operaci\u00f3n y aprendizaje es la clave de la optimizaci\u00f3n constante que persigue MLSIP.<\/p>\n\n\n<style>.kadence-column16508_91ace4-27 > .kt-inside-inner-col,.kadence-column16508_91ace4-27 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column16508_91ace4-27 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column16508_91ace4-27 > .kt-inside-inner-col{flex-direction:column;}.kadence-column16508_91ace4-27 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column16508_91ace4-27 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column16508_91ace4-27{position:relative;}@media all and (max-width: 1024px){.kadence-column16508_91ace4-27 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column16508_91ace4-27 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column16508_91ace4-27\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id16508_dab070-2f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id16508_dab070-2f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id16508_dab070-2f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id16508_dab070-2f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id16508_dab070-2f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id16508_dab070-2f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id16508_dab070-2f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column16508_d52b7c-fc > .kt-inside-inner-col,.kadence-column16508_d52b7c-fc > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column16508_d52b7c-fc > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column16508_d52b7c-fc > .kt-inside-inner-col{flex-direction:column;}.kadence-column16508_d52b7c-fc > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column16508_d52b7c-fc > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column16508_d52b7c-fc{position:relative;}@media all and (max-width: 1024px){.kadence-column16508_d52b7c-fc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column16508_d52b7c-fc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column16508_d52b7c-fc\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"778\" height=\"70\" src=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/ministerio-de-transformacion-digital.png\" alt=\"\" class=\"wp-image-15865\" srcset=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/ministerio-de-transformacion-digital.png 778w, https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/ministerio-de-transformacion-digital-300x27.png 300w, https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/ministerio-de-transformacion-digital-768x69.png 768w\" sizes=\"auto, (max-width: 778px) 100vw, 778px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El \u00e9xito del proyecto MLSIP reside en una arquitectura robusta y modular, dise\u00f1ada para integrar la toma de decisiones inteligentes en el flujo de las comunicaciones en tiempo real. El equipo de Quobis ha definido una arquitectura definitiva que combina componentes de c\u00f3digo abierto de alto rendimiento con un servicio de Machine Learning desarrollado a&#8230;<\/p>\n","protected":false},"author":9,"featured_media":12816,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[680],"tags":[139,1001,245,768,781,159],"class_list":["post-16508","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-proyecto-innovacion","tag-5g-es","tag-call-routing","tag-ia","tag-machine-learning","tag-mlsip","tag-sip"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.4) - 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