{"id":28764,"date":"2025-06-11T12:30:23","date_gmt":"2025-06-11T10:30:23","guid":{"rendered":"https:\/\/networks.imdea.org\/?p=28764"},"modified":"2025-06-11T12:35:26","modified_gmt":"2025-06-11T10:35:26","slug":"imdea-networks-receives-the-best-student-paper-award-for-its-next-generation-ai-for-mobile-traffic","status":"publish","type":"post","link":"https:\/\/networks.imdea.org\/es\/imdea-networks-recibe-el-best-paper-award-por-su-ia-de-ultima-generacion-para-el-trafico-movil\/","title":{"rendered":"IMDEA Networks recibe el 'Best Student Paper Award' por su IA de \u00faltima generaci\u00f3n para el tr\u00e1fico m\u00f3vil"},"content":{"rendered":"<p>Un equipo de investigaci\u00f3n de IMDEA Networks ha recibido el prestigioso &#8216;Best Student Paper Award&#8217; por su trabajo \u201cA scalable DNN (Deep Neural Network) Training Framework for Traffic Forecasting in Mobile Networks\u201d en la Conferencia IEEE International Conference on Machine Learning for Communication and Networking, celebrada en Barcelona del 26 al 29 de mayo. El art\u00edculo, fruto de la colaboraci\u00f3n entre <strong>Serly Moghadas Gholian, Claudio Fiandrino y Joerg Widmer<\/strong>, aborda un reto crucial en la implementaci\u00f3n de modelos de inteligencia artificial (IA) en entornos de red reales: la escalabilidad.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"226\" height=\"300\" class=\"size-medium wp-image-28767 alignleft\" src=\"https:\/\/networks.imdea.org\/wp-content\/uploads\/2025\/06\/media-file-2025-06-11-best-student-paper-award-serly-moghadas-226x300.jpg\" alt=\"\" \/>Tradicionalmente, los m\u00e9todos convencionales para la previsi\u00f3n de tr\u00e1fico en redes m\u00f3viles implicaban la recopilaci\u00f3n de datos de cada estaci\u00f3n base y el entrenamiento de un modelo individual para cada una. Si bien es eficaz, este enfoque conlleva altos costes computacionales y considerables dificultades para el mantenimiento a gran escala.<\/p>\n<p>La investigaci\u00f3n premiada <strong>propone una soluci\u00f3n innovadora mediante la agrupaci\u00f3n de estaciones base con patrones de tr\u00e1fico similares y el entrenamiento de un \u00fanico modelo por cl\u00faster<\/strong>. Para optimizar a\u00fan m\u00e1s los requisitos de entrada de datos, los autores han integrado t\u00e9cnicas de IA Explicable (XAI) para seleccionar \u00fanicamente las estaciones base m\u00e1s influyentes dentro de cada cl\u00faster. Este enfoque ha demostrado ser excepcionalmente eficiente, logrando una reducci\u00f3n del 81 % en las sondas de datos requeridas sin comprometer la precisi\u00f3n de los pron\u00f3sticos. Mantiene el rendimiento m\u00e1s avanzado. Esto hace que el marco propuesto sea altamente escalable y sostenible para aplicaciones del mundo real.<\/p>\n<p>Serly Moghadas Gholian, autora principal del art\u00edculo, comparti\u00f3 su entusiasmo: \u201c<strong>Tambi\u00e9n tuve el honor de ganar el concurso de tesis de tres minutos (3MT)<\/strong> en la Conferencia Internacional IEEE sobre Aprendizaje Autom\u00e1tico para la Comunicaci\u00f3n y las Redes 2025, donde expliqu\u00e9 los dos desaf\u00edos clave en la implementaci\u00f3n de IA en redes m\u00f3viles \u2014escalabilidad y explicabilidad\u2014 y c\u00f3mo mi tesis los aborda, \u00a1todo en tan solo tres minutos!\u201d. Este reconocimiento adicional subraya la relevancia y el impacto del trabajo presentado.<\/p>","protected":false},"excerpt":{"rendered":"Un equipo de investigaci\u00f3n de IMDEA Networks ha recibido el prestigioso &#8216;Best Student Paper Award&#8217; por su trabajo \u201cA scalable DNN (Deep Neural Network) Training Framework for Traffic Forecasting in Mobile Networks\u201d en la Conferencia IEEE International Conference on Machine Learning for Communication and Networking, celebrada en Barcelona del 26 al 29 de mayo. El&#8230;","protected":false},"author":145,"featured_media":28770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[492,464,473,465,494],"class_list":["post-28764","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria","tag-artificial-intelligence-ai","tag-imdea-networks","tag-innovation","tag-internet","tag-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IMDEA Networks recibe el &#039;Best Student Paper Award&#039; por su IA de \u00faltima generaci\u00f3n para el tr\u00e1fico m\u00f3vil - IMDEA Networks<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/networks.imdea.org\/es\/imdea-networks-receives-the-best-paper-award-for-its-next-generation-ai-for-mobile-traffic\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IMDEA Networks recibe el &#039;Best Student Paper Award&#039; por su IA de \u00faltima generaci\u00f3n para el tr\u00e1fico m\u00f3vil - IMDEA Networks\" \/>\n<meta property=\"og:description\" content=\"Un equipo de investigaci\u00f3n de IMDEA Networks ha recibido el prestigioso &#8216;Best Student Paper Award&#8217; por su trabajo \u201cA scalable DNN (Deep Neural Network) Training Framework for Traffic Forecasting in Mobile Networks\u201d en la Conferencia IEEE International Conference on Machine Learning for Communication and Networking, celebrada en Barcelona del 26 al 29 de mayo. 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