{"id":24907,"date":"2026-06-22T16:18:55","date_gmt":"2026-06-22T14:18:55","guid":{"rendered":"https:\/\/www.uni.lu\/snt-en\/?post_type=research-projects&#038;p=24907"},"modified":"2026-06-22T16:18:56","modified_gmt":"2026-06-22T14:18:56","slug":"resource-management-in-satellite-communications-with-dynamic-topologies-machine-learning-algorithms-for-variable-input-output-dimensions-readyviosat","status":"publish","type":"research-projects","link":"https:\/\/www.uni.lu\/snt-en\/research-projects\/resource-management-in-satellite-communications-with-dynamic-topologies-machine-learning-algorithms-for-variable-input-output-dimensions-readyviosat\/","title":{"rendered":"Resource Management in Satellite Communications with Dynamic Topologies: Machine Learning Algorithms for Variable Input-Output Dimensions (ReadyVioSat)"},"content":{"rendered":"\n\n\n<div class=\"wp-block-unilux-blocks-research-project-about  section\"><div class=\"container xl:max-w-screen-xl\"><div class=\"flex flex-wrap -mx-16\"><div class=\"flex-1 px-16\">\n<h2 class=\"content-card__title has-text-align-left wp-block-unilux-blocks-heading\"    >\nAbout<\/h2>\n\n\n<\/div><\/div><\/div><\/div>\n\n\n\n\n<section class=\"section  wp-block-unilux-blocks-research-project-people\">\n    <!-- section : content top-->\n    <div class=\"container xl:max-w-screen-xl\">\n        <div class=\"flex flex-wrap -mx-16\">\n            <div class=\"flex-1 px-16\">\n                <h2>\n                    Project team                <\/h2>\n                <ul class=\"flex flex-wrap -mx-16 wp-block-unilux-blocks-people-item-wrapper\">\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwODY1MTVfX1RpIFRpIE5HVVlFTg==\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Ti Ti NGUYEN<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                href=\"https:\/\/www.uni.lu\/snt-en\/people\/ti-ti-nguyen\/\"\n                                                class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/span>\n                                                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                                                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                    \n                    \n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNzQ2NTFfX09ucyBBT1VFREk=\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Ons AOUEDI<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/snt-en\/people\/ons-aouedi\/\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/span>\n                                                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                                                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDM5MzhfX1Z1IE5ndXllbiBIQQ==\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Vu Nguyen HA<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/en\/person\/NTAwNDM5MzhfX1Z1IE5ndXllbiBIQQ==\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/span>\n                                                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                                                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAxMDMxOTVfX011aGFtbWFkIEFXQUlT\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Muhammad AWAIS<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/snt-en\/people\/muhammad-awais\/\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/span>\n                                                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                                                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                    \n                                    <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"section  wp-block-unilux-blocks-research-project-keywords py-0\">\n    <!-- section : content top-->\n    <div class=\"container xl:max-w-screen-xl\">\n        <div class=\"flex flex-wrap -mx-16\">\n            <div class=\"flex-1 px-16\">\n                <h2>\n                    Keywords                <\/h2>\n                <ul>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Satellite Communication<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Resource management<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Scalability<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Generalizability<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Joint Optimization and Machine Learning<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Machine Learning for Dynamic Systems<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Spectrum management<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Algorithms for Beamforming<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Routing<\/span>\n                        <\/li>\n                                    <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>As satellite networks become increasingly dynamic and complex, traditional optimisation approaches struggle to keep pace. This project develops advanced machine learning models designed specifically for these evolving environments, enabling networks to adapt to changing conditions while maintaining performance and reliability. The research focuses on creating solutions that are feasible to deploy, adaptable across scenarios, and generalisable to future satellite network architectures.<\/p>\n","protected":false},"author":399,"featured_media":24905,"parent":0,"menu_order":0,"template":"","meta":{"featured_image_focal_point":{"x":0.1,"y":0.45},"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"rpp_rp_identifier":"24901","rpp_taxonomies_in_sync":true},"research-project-status":[271],"research-project-type":[263],"field-of-interest":[295],"organisation":[184,195],"authorship":[399],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Resource Management in Satellite Communications with Dynamic Topologies: Machine Learning Algorithms for Variable Input-Output Dimensions (ReadyVioSat) - SnT I University of Luxembourg<\/title>\n<meta name=\"description\" content=\"As satellite networks become increasingly dynamic and complex, traditional optimisation approaches struggle to keep pace. 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