{"id":1372,"date":"2021-05-04T08:13:31","date_gmt":"2021-05-04T06:13:31","guid":{"rendered":"https:\/\/portale.unime.it\/modellopersona\/?page_id=31"},"modified":"2025-11-05T11:17:45","modified_gmt":"2025-11-05T10:17:45","slug":"pubblicazioni","status":"publish","type":"page","link":"https:\/\/portale2.unime.it\/decilab\/?page_id=1372","title":{"rendered":"PUBBLICAZIONI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1372\" class=\"elementor elementor-1372\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-627a791 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"627a791\" 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-7771bc2\" data-id=\"7771bc2\" 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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66b89f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66b89f7\" 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-c8fe409\" data-id=\"c8fe409\" 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-4687f5d elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4687f5d\" 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>   PUBBLICAZIONI<br><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<div class=\"elementor-element elementor-element-748a881 e-flex e-con-boxed e-con e-parent\" data-id=\"748a881\" 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-43ed227 elementor-widget elementor-widget-spacer\" data-id=\"43ed227\" 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\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7045d58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7045d58\" 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-50 elementor-top-column elementor-element elementor-element-53ba5c4 elementor-invisible\" data-id=\"53ba5c4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&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-fec7e35 elementor-widget elementor-widget-heading\" data-id=\"fec7e35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/portale.unime.it\/modellopersona\/ricerca\/\">Internazionali<\/a><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4badb3c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4badb3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-book-open\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M542.22 32.05c-54.8 3.11-163.72 14.43-230.96 55.59-4.64 2.84-7.27 7.89-7.27 13.17v363.87c0 11.55 12.63 18.85 23.28 13.49 69.18-34.82 169.23-44.32 218.7-46.92 16.89-.89 30.02-14.43 30.02-30.66V62.75c.01-17.71-15.35-31.74-33.77-30.7zM264.73 87.64C197.5 46.48 88.58 35.17 33.78 32.05 15.36 31.01 0 45.04 0 62.75V400.6c0 16.24 13.13 29.78 30.02 30.66 49.49 2.6 149.59 12.11 218.77 46.95 10.62 5.35 23.21-1.94 23.21-13.46V100.63c0-5.29-2.62-10.14-7.27-12.99z\"><\/path><\/svg>\t\t\t<\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-35a161f\" data-id=\"35a161f\" 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-a9c63f1 elementor-widget elementor-widget-text-editor\" data-id=\"a9c63f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Lorenzo Carnevale, Daniel Balouek, Serena Sebbio, Manish Parashar and Massimo Villari, &#8220;<i>Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning<\/i>&#8220;. Proceedings of the IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Troms\u00f8, Norway, 2025, pp. 266-275 (doi: 10.1109\/CCGRID64434.2025.00048).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Serena Sebbio, Lorenzo Carnevale, Daniel Balouek, Manish Parashar and Massimo Villari, &#8220;<i>Data-Driven Operational Artificial Intelligence for Computing Continuum: A Natural Disaster Management Use Case<\/i>&#8220;. Proceedings of the IEEE 25th International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), Troms\u00f8, Norway, 2025, pp. 92-99 (doi: 10.1109\/CCGridW65158.2025.00022).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Alessio Catalfamo, Lorenzo Carnevale, Marco Garofalo and Massimo Villari. &#8220;<i>Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption<\/i>&#8220;. Proceedings of the IEEE Symposium on Computers and Communications (ISCC), Paris, France, 2024, pp. 1-5 (doi: 10.1109\/ISCC61673.2024.10733641).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Pierluigi Dell\u2019Acqua, Maria Fazio, Lorenzo Carnevale and Massimo Villari. &#8220;<i>Knowledge Distillation and Federated Learning for Data-Driven Monitoring of Electrical Vehicle Li-Battery<\/i>&#8220;. Proceedings of the IEEE Symposium on Computers and Communications (ISCC), Paris, France, 2024, pp. 1-5. (doi: 10.1109\/ISCC61673.2024.10733629).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Mark Adrian Gambito, Lorenzo Carnevale, Mohammad Reza Jabbarpour, Bahman Javadi and Massimo Villari. &#8220;<i>Hierarchical Federated Learning for Natural Disaster Management<\/i>&#8220;. Proceedings of the IEEE\/ACM 17th International Conference on Utility and Cloud Computing (UCC), Sharjah, United Arab Emirates, 2024, pp. 282-289 (doi: 10.1109\/UCC63386.2024.00047).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Roberto Marino, Antonino Marino, Domenica De Domenico, Lorenzo Carnevale, Mark Adrian Gambito and Massimo Villari. &#8220;<i>A Low Cost Platform for Distributed Data-Driven Structural Health Monitoring<\/i>&#8220;. Proceedings of the IEEE Symposium on Computers and Communications (ISCC), Paris, France, 2024, pp. 1-6 (doi: 10.1109\/ISCC61673.2024.10733602).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Roberto Marino, Lorenzo Carnevale, Maria Fazio, and Massimo Villari. &#8220;<i>Make Federated Learning a Standard in Robotics by Using ROS2<\/i>&#8220;. Proceedings of the IEEE\/ACM 10th International Conference on Big Data Computing, Applications and Technologies (BDCAT). Association for Computing Machinery, New York, NY, USA, Article 20, 1\u20136. 2024 (doi: 10.1145\/3632366.3632373).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Serena Sebbio, Gabriele Morabito, Alessio Catalfamo, Lorenzo Carnevale, and Maria Fazio. &#8220;<i>Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis<\/i>&#8220;. Proceedings of the IEEE\/ACM 16th International Conference on Utility and Cloud Computing (UCC). Association for Computing Machinery, New York, NY, USA, Article 44, 1\u20136. 2024 (doi: 10.1145\/3603166.3632545).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Lorenzo Carnevale, Antonio Filograna, Francesco Arigliano, Roberto Marino, Armando Ruggeri e Maria Fazio. &#8220;<i>Supporting the Natural Disaster Management Distributing Federated Intelligence over the Cloud-Edge Continuum: the TEMA Architecture<\/i>&#8220;. Proceedings of the IEEE\/ACM 10th International Conference on Big Data Computing, Applications and Technologies (BDCAT), Taormina, Italy, 2024 (doi: (10.1145\/3632366.3632371).<\/span><\/li><li><span style=\"color: #333333;font-family: verdana, geneva, sans-serif;font-size: 12pt\">Mario Colosi, Marco Garofalo, Lorenzo Carnevale, Roberto Marino, Maria Fazio, and Massimo Villari. &#8220;<i>EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management<\/i>&#8220;. Proceedings of the IEEE\/ACM 10th International Conference on Big Data Computing, Applications and Technologies (BDCAT). Association for Computing Machinery, New York, NY, USA, Article 19, 1\u20134, 2024 (doi: 10.1145\/3632366.3632372).<\/span><\/li><li><span style=\"font-family: verdana, geneva, sans-serif;font-size: 12pt\"><span style=\"color: #333333\">Roberto Marino, Lorenzo Carnevale e Massimo Villari. &#8220;<i>When Robotics Meets Distributed Learning: the Federated Learning Robotic Network Framework<\/i>&#8220;. IEEE Symposium\u00a0<\/span><span style=\"color: #333333\">on Computers and Communications (ISCC), Tunis, Tunisia, 2023, pp. 1\u20136 (doi: 10.1109\/ISCC58397.2023)<\/span><\/span><\/li><\/ul>\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-e387566 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e387566\" 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-97f572d\" data-id=\"97f572d\" 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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>PUBBLICAZIONI Internazionali Lorenzo Carnevale, Daniel Balouek, Serena Sebbio, Manish Parashar and Massimo Villari, &#8220;Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning&#8220;. Proceedings of the IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Troms\u00f8, Norway, 2025, pp. 266-275 (doi: 10.1109\/CCGRID64434.2025.00048). Serena Sebbio, Lorenzo Carnevale, Daniel Balouek, Manish Parashar&hellip; <a class=\"more-link\" href=\"https:\/\/portale2.unime.it\/decilab\/?page_id=1372\">Continua a leggere <span class=\"screen-reader-text\">PUBBLICAZIONI<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-1372","page","type-page","status-publish","hentry","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PUBBLICAZIONI - 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=1372\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PUBBLICAZIONI - DECILab\" \/>\n<meta property=\"og:description\" content=\"PUBBLICAZIONI Internazionali Lorenzo Carnevale, Daniel Balouek, Serena Sebbio, Manish Parashar and Massimo Villari, &#8220;Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning&#8220;. Proceedings of the IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Troms\u00f8, Norway, 2025, pp. 266-275 (doi: 10.1109\/CCGRID64434.2025.00048). 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