{"id":8344,"date":"2022-04-21T00:00:00","date_gmt":"2022-04-20T22:00:00","guid":{"rendered":"https:\/\/i2cat.net\/the-spanish-company-bequant-led-the-automatic-learning-for-bandwidth-management-aga-in-the-framework-of-the-technological-transfer-program-cervera\/"},"modified":"2022-04-21T00:00:00","modified_gmt":"2022-04-20T22:00:00","slug":"the-spanish-company-bequant-led-the-automatic-learning-for-bandwidth-management-aga-in-the-framework-of-the-technological-transfer-program-cervera","status":"publish","type":"post","link":"https:\/\/i2cat.net\/ca\/the-spanish-company-bequant-led-the-automatic-learning-for-bandwidth-management-aga-in-the-framework-of-the-technological-transfer-program-cervera\/","title":{"rendered":"The Spanish company Bequant led the Automatic Learning for Bandwidth Management (AGA) in the framework of the Technological Transfer program CERVERA"},"content":{"rendered":"<p style=\"font-weight: 400;\">The i2CAT Foundation participated in AGA, a project that applied Machine Learning technology to the problem of congestion management of data networks and brought it to a Telco cloud. The i2CAT Foundation was responsible for the Telco cloud effort.<\/p>\n<p style=\"font-weight: 400;\"><a href=\"https:\/\/es.bequant.com\/\" target=\"_blank\" rel=\"noopener\">Bequant<\/a>, a company based in Madrid, launched the experimental project AGA, a technological transfer initiative supported by the \u201cCentro para el Desarrollo Tecnol\u00f3gico Industrial (CDTI)\u201d through the \u201c<a href=\"https:\/\/i2cat.net\/innovation-business-development\/oportunitats-de-financament-per-a-la-innovacio-empresarial\/?lang=ca\" target=\"_blank\" rel=\"noopener\">Proyectos I+D de Transferencia Cervera<\/a>\u201d program. The i2CAT Foundation leveraged its\u00a0<strong>expertise in Virtualized Infrastructure Management technologies (VIM)<\/strong>\u00a0and led the Telco cloud part of the project.<\/p>\n<p style=\"font-weight: 400;\">The Telco cloud objective of AGA (Automatic Learning for Bandwidth Management) was to build a VIM for the deployment of the congestion manager fulfilling Telco cloud requirements, in particular NFV. The implemented Cloud is based on the well-known platforms, OpenStack and Kubernetes. Both enable the seamless migration from conventional hardware-based services to virtualized-based services. This can be achieved by enabling hardware virtualization. Indeed, AGA\u2019s innovation originates from the use of novel features and tools such as\u00a0<strong>Software Defined Networking (SDN),<\/strong>\u00a0<strong>Enhanced Platform Awareness Optimization (EPA), and Open Source Mano (OSM)<\/strong>, which can guarantee that\u00a0 latency is minimized and computing performance is maximized, as well as ease the deployment and orchestration of virtualized services.<\/p>\n<p style=\"font-weight: 400;\"><strong>Virtualization expertise<\/strong><\/p>\n<p style=\"font-weight: 400;\">Bequant trusted in the i2CAT Foundation to lead technically the Telco cloud part of the project. The research center evaluated the most suitable solutions regarding\u00a0<strong>virtualization and containerization<\/strong> by carrying out performance tests that validated the feasibility of running Bequant services in a Cloud platform. To this end, i2CAT developed the necessary software to successfully orchestrate the deployment of a prototype of Bequant services in a Cloud environment.<\/p>\n<p style=\"font-weight: 400;\">This innovative Cloud platform opens the door to an autonomous and automated virtual infrastructure that\u00a0<strong>reduces the costs<\/strong>\u00a0related to hardware equipment as well as getting the most out of the required hardware.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The i2CAT Foundation participated in AGA, a project that applied Machine Learning technology to the&#8230;<\/p>\n","protected":false},"author":1,"featured_media":6865,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-8344","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - 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