{"id":2533,"date":"2025-12-16T12:36:22","date_gmt":"2025-12-16T11:36:22","guid":{"rendered":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533"},"modified":"2025-12-21T18:29:05","modified_gmt":"2025-12-21T17:29:05","slug":"research","status":"publish","type":"page","link":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en","title":{"rendered":"RESEARCH"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2533\" class=\"elementor elementor-2533\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cb36390 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cb36390\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7ec0c9e\" data-id=\"7ec0c9e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-fc240d3 e-flex e-con-boxed e-con e-parent\" data-id=\"fc240d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b37129d e-con-full e-flex e-con e-child\" data-id=\"b37129d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6fd52b e-con-full e-flex e-con e-child\" data-id=\"f6fd52b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23fee20 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23fee20\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e60ff1\" data-id=\"5e60ff1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29f4caa elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"29f4caa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><br><br>RESEARCH<br><br><\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7bc25e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7bc25e4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-094316c\" data-id=\"094316c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-194ca8d elementor-widget elementor-widget-spacer\" data-id=\"194ca8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-80e7cf1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"80e7cf1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c556026 elementor-invisible\" data-id=\"c556026\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInRight&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e435551 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"e435551\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;slideInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Since edge devices are capable of leveraging artificial intelligence, new computing paradigms are emerging. <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d7ce4c elementor-widget elementor-widget-heading\" data-id=\"2d7ce4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Our research group studies all aspects related to distributed intelligent systems supporting cities and communities, with a particular focus on the optimization of decentralized and self-organizing systems.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c256201\" data-id=\"c256201\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9258851\" data-id=\"9258851\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc508d2 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"dc508d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-1024x681.png\" class=\"attachment-large size-large wp-image-1284\" alt=\"\" srcset=\"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-1024x681.png 1024w, https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-300x199.png 300w, https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-768x510.png 768w, https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-1536x1021.png 1536w, https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-1568x1042.png 1568w, https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" style=\"width:100%;height:66.46%;max-width:2048px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4729b1f elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"4729b1f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-53c24f0\" data-id=\"53c24f0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0db4423 elementor-widget elementor-widget-heading\" data-id=\"0db4423\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">RESEARCH TOPICS<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2dad405 e-grid e-con-boxed e-con e-parent\" data-id=\"2dad405\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e0bdef elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9e0bdef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-truck-loading\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M50.2 375.6c2.3 8.5 11.1 13.6 19.6 11.3l216.4-58c8.5-2.3 13.6-11.1 11.3-19.6l-49.7-185.5c-2.3-8.5-11.1-13.6-19.6-11.3L151 133.3l24.8 92.7-61.8 16.5-24.8-92.7-77.3 20.7C3.4 172.8-1.7 181.6.6 190.1l49.6 185.5zM384 0c-17.7 0-32 14.3-32 32v323.6L5.9 450c-4.3 1.2-6.8 5.6-5.6 9.8l12.6 46.3c1.2 4.3 5.6 6.8 9.8 5.6l393.7-107.4C418.8 464.1 467.6 512 528 512c61.9 0 112-50.1 112-112V0H384zm144 448c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOffloading\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tWe model the behavior of edge-cloud nodes by monitoring computational resources. We conduct research to define methodologies for predictive maintenance, artificial intelligence-based operations management (AIOps), and service offloading.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e62b2a elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3e62b2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-border-style\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240 416h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm-96 0h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm192 0h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm96-192h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0 96h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0 96h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-288h-32a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-96H32A32 32 0 0 0 0 64v400a16 16 0 0 0 16 16h32a16 16 0 0 0 16-16V96h368a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEdge Intelligence\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tWe build edge-first systems to mitigate privacy and latency issues. We conduct research to define methodologies for compression (i.e., quantization, pruning), distribution (federated learning), and deployment (over-the-air protocols) of artificial intelligence models in low-power, low-computational-capacity devices.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3320865 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3320865\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bc2bed6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bc2bed6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0c3465a\" data-id=\"0c3465a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b9bcb5 elementor-widget elementor-widget-spacer\" data-id=\"1b9bcb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7fb6e610 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7fb6e610\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cfc0987 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"cfc0987\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4588199\" data-id=\"4588199\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f97eb6 elementor-widget elementor-widget-heading\" data-id=\"3f97eb6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">RESEARCH PROJECTS<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-61a0ed7 e-flex e-con-boxed e-con e-parent\" data-id=\"61a0ed7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1ab77f6 e-con-full e-flex e-con e-child\" data-id=\"1ab77f6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53056a7 elementor-widget elementor-widget-image\" data-id=\"53056a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"204\" height=\"162\" src=\"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2025\/11\/Senza-titolo.jpg\" class=\"attachment-large size-large wp-image-2253\" alt=\"\" style=\"width:100%;height:79.41%;max-width:204px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25bf0ad e-con-full e-flex e-con e-child\" data-id=\"25bf0ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a49387 elementor-widget elementor-widget-text-editor\" data-id=\"5a49387\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: verdana, geneva, sans-serif\">TEMA is a four-year project funded by the European Union. It is part of the Horizon Europe program, Research and Innovation Action, under the call HORIZON-CL4-2022-DATA-01-01.<\/span><\/p><p><span style=\"font-family: verdana, geneva, sans-serif\">\u00a0<\/span><\/p><p><span style=\"font-family: verdana, geneva, sans-serif\">The goal is to provide an intelligent cloud-edge technical solution that supports disaster response and management by providing situational data to relevant end users (e.g., first responders, firefighters), enabling transferability to address different types of disasters in various geographic regions, and thus providing relevant information that can help make the best possible operational decisions.<\/span><\/p><p><span style=\"font-family: verdana, geneva, sans-serif\">\u00a0<\/span><\/p><p><span style=\"font-family: verdana, geneva, sans-serif\">Grant Agreement: 101093003<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e5955c0 e-flex e-con-boxed e-con e-parent\" data-id=\"e5955c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-39b7197 e-con-full e-flex e-con e-child\" data-id=\"39b7197\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b0e603 e-con-full e-flex e-con e-child\" data-id=\"8b0e603\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-751b3ca elementor-widget elementor-widget-text-editor\" data-id=\"751b3ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"line-height: 1.6;max-width: none\"><span style=\"font-family: verdana, geneva, sans-serif\">NEUROKIT2E is a three-year project funded by the European Union. It is part of the Horizon Europe program, under the HORIZON-KDT-JU-2022-2-RIA call for proposals.<\/span><\/p><p style=\"line-height: 1.6;max-width: none\"><span style=\"font-family: verdana, geneva, sans-serif\">\u00a0<\/span><\/p><p style=\"line-height: 1.6;max-width: none\"><span style=\"font-family: verdana, geneva, sans-serif\">The goal is to propose a deep learning platform for hardware integrated around a consolidated European value chain (providing artificial intelligence hardware and software). The project involves edge intelligence methodologies for training and inference, such as knowledge distillation, federated learning, pruning, and quantization.<\/span><\/p><p style=\"line-height: 1.6;max-width: none\"><span style=\"font-family: verdana, geneva, sans-serif\">\u00a0<\/span><\/p><p style=\"line-height: 1.6;max-width: none\"><span style=\"font-family: verdana, geneva, sans-serif\">Grant Agreement: 101112268<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e90bf3c elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"e90bf3c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-71ffe79\" data-id=\"71ffe79\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9b4f861 elementor-widget elementor-widget-heading\" data-id=\"9b4f861\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OTHER RESEARCH ACTIVITIES<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-8a726cb e-flex e-con-boxed e-con e-parent\" data-id=\"8a726cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f08b83a elementor-widget elementor-widget-text-editor\" data-id=\"f08b83a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: verdana, geneva, sans-serif\">Organization of international conferences:<\/span><\/p><ul><li><span style=\"font-family: verdana, geneva, sans-serif\">the 12th IEEE\/ACM International Conference on\u00a0<span style=\"text-align: var(--text-align);font-size: var(--global--font-size-base)\">Big Data Computing, Applications and Technologies (BDCAT2025) &#8211; \u00a0Nantes, Francia<\/span><\/span><\/li><li><span style=\"text-align: var(--text-align);font-family: verdana, geneva, sans-serif\">the 2nd IEEE International Conference on Federated Learning Technologies and Applications (FLTA24) &#8211; \u00a0Valencia, Spagna<br \/><\/span><\/li><li><span style=\"text-align: var(--text-align);font-family: verdana, geneva, sans-serif\">the 16th IEEE\/ACM International Conference on Utility and Cloud Computing (UCC 2023) &#8211; Taormina, Italia<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>RESEARCH Since edge devices are capable of leveraging artificial intelligence, new computing paradigms are emerging. Our research group studies all aspects related to distributed intelligent systems supporting cities and communities, with a particular focus on the optimization of decentralized and self-organizing systems. RESEARCH TOPICS Offloading We model the behavior of edge-cloud nodes by monitoring computational&hellip; <a class=\"more-link\" href=\"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&#038;lang=en\">Continua a leggere <span class=\"screen-reader-text\">RESEARCH<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-2533","page","type-page","status-publish","hentry","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>RESEARCH - DECILab<\/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:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RESEARCH - DECILab\" \/>\n<meta property=\"og:description\" content=\"RESEARCH Since edge devices are capable of leveraging artificial intelligence, new computing paradigms are emerging. Our research group studies all aspects related to distributed intelligent systems supporting cities and communities, with a particular focus on the optimization of decentralized and self-organizing systems. RESEARCH TOPICS Offloading We model the behavior of edge-cloud nodes by monitoring computational&hellip; Continua a leggere RESEARCH\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&amp;lang=en\" \/>\n<meta property=\"og:site_name\" content=\"DECILab\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-21T17:29:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2048\" \/>\n\t<meta property=\"og:image:height\" content=\"1361\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en\",\"url\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en\",\"name\":\"RESEARCH - DECILab\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/wp-content\\\/uploads\\\/sites\\\/97\\\/2022\\\/03\\\/progetto-2-1-1024x681.png\",\"datePublished\":\"2025-12-16T11:36:22+00:00\",\"dateModified\":\"2025-12-21T17:29:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en#primaryimage\",\"url\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/wp-content\\\/uploads\\\/sites\\\/97\\\/2022\\\/03\\\/progetto-2-1.png\",\"contentUrl\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/wp-content\\\/uploads\\\/sites\\\/97\\\/2022\\\/03\\\/progetto-2-1.png\",\"width\":2048,\"height\":1361},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?page_id=2533&lang=en#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"RESEARCH\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#website\",\"url\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/\",\"name\":\"DECILab\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#organization\",\"name\":\"DECILab\",\"url\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/wp-content\\\/uploads\\\/sites\\\/97\\\/2025\\\/11\\\/decilab-logo-1.png\",\"contentUrl\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/wp-content\\\/uploads\\\/sites\\\/97\\\/2025\\\/11\\\/decilab-logo-1.png\",\"width\":1024,\"height\":414,\"caption\":\"DECILab\"},\"image\":{\"@id\":\"https:\\\/\\\/portale2.unime.it\\\/decilab\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"RESEARCH - DECILab","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en","og_locale":"it_IT","og_type":"article","og_title":"RESEARCH - DECILab","og_description":"RESEARCH Since edge devices are capable of leveraging artificial intelligence, new computing paradigms are emerging. Our research group studies all aspects related to distributed intelligent systems supporting cities and communities, with a particular focus on the optimization of decentralized and self-organizing systems. RESEARCH TOPICS Offloading We model the behavior of edge-cloud nodes by monitoring computational&hellip; Continua a leggere RESEARCH","og_url":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en","og_site_name":"DECILab","article_modified_time":"2025-12-21T17:29:05+00:00","og_image":[{"width":2048,"height":1361,"url":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Tempo di lettura stimato":"2 minuti"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en","url":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en","name":"RESEARCH - DECILab","isPartOf":{"@id":"https:\/\/portale2.unime.it\/decilab\/#website"},"primaryImageOfPage":{"@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en#primaryimage"},"image":{"@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en#primaryimage"},"thumbnailUrl":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1-1024x681.png","datePublished":"2025-12-16T11:36:22+00:00","dateModified":"2025-12-21T17:29:05+00:00","breadcrumb":{"@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en#primaryimage","url":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1.png","contentUrl":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2022\/03\/progetto-2-1.png","width":2048,"height":1361},{"@type":"BreadcrumbList","@id":"https:\/\/portale2.unime.it\/decilab\/?page_id=2533&lang=en#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/portale2.unime.it\/decilab\/"},{"@type":"ListItem","position":2,"name":"RESEARCH"}]},{"@type":"WebSite","@id":"https:\/\/portale2.unime.it\/decilab\/#website","url":"https:\/\/portale2.unime.it\/decilab\/","name":"DECILab","description":"","publisher":{"@id":"https:\/\/portale2.unime.it\/decilab\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/portale2.unime.it\/decilab\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/portale2.unime.it\/decilab\/#organization","name":"DECILab","url":"https:\/\/portale2.unime.it\/decilab\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/portale2.unime.it\/decilab\/#\/schema\/logo\/image\/","url":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2025\/11\/decilab-logo-1.png","contentUrl":"https:\/\/portale2.unime.it\/decilab\/wp-content\/uploads\/sites\/97\/2025\/11\/decilab-logo-1.png","width":1024,"height":414,"caption":"DECILab"},"image":{"@id":"https:\/\/portale2.unime.it\/decilab\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/pages\/2533","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2533"}],"version-history":[{"count":7,"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/pages\/2533\/revisions"}],"predecessor-version":[{"id":2610,"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=\/wp\/v2\/pages\/2533\/revisions\/2610"}],"wp:attachment":[{"href":"https:\/\/portale2.unime.it\/decilab\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}