{"id":14974,"date":"2025-07-03T18:19:42","date_gmt":"2025-07-03T16:19:42","guid":{"rendered":"https:\/\/www.crs4.it\/projects\/tdm\/"},"modified":"2026-04-02T12:33:35","modified_gmt":"2026-04-02T10:33:35","slug":"tdm","status":"publish","type":"projects","link":"https:\/\/www.crs4.it\/en\/projects\/tdm\/","title":{"rendered":"TDM"},"content":{"rendered":"<p>Metropolitan cities are among the main places of economic and cultural activity of the 21st century. The growing urbanization and aggregation of metropolitan territorial communities, sustainable development, citizen engagement, economic and cultural attractiveness and governance are among the most important issues facing modern cities. The increasing complexity of these issues and the technological development are leading to an urgent need and the opportunity to radically rethink how we build and operate our cities.<br \/>\nThis project aims at studying and developing innovative methods and technologies to offer new intelligent solutions to improve city attractiveness, resource management, and the safety and quality of the life of citizens through the close combination of use and experimentation of advanced communication infrastructure and widespread sensors, and the study and development of innovative vertical solutions.<br \/>\nIn particular, the project will be focused on the following topics:<\/p>\n<ul>\n<li>open technologies for ubiquitous communication and distributed sensing; <\/li>\n<li>aggregation, processing, and distribution or big data\/open data; <\/li>\n<li>citizen&#8217;s safety from environmental hazards; <\/li>\n<li>energy awareness, and development of intelligent networks for energy distribution; <\/li>\n<li>scalable distribution and display of large amounts of data, with particular reference to numerical simulation and data from the cultural heritage sector.<\/li>\n<\/ul>\n<p>The project is also accompanied by a dissemination and training plan, in which three Summer Schools will be organized on the subject of Urban Informatics.<br \/>\nThe project is part of a broader framework that aims to make Sardinia one of the most important regions in the development and application of innovative technologies for smart cities. In particular, project experiments will be carried out, at a metropolitan city scale, through an agreement with the Municipality of Cagliari and also by means of the computing and network infrastructures made available by the Joint Innovation Center &#8211; JIC, located in the scientific and technological park POLARIS (Pula, Cagliari).<\/p>\n","protected":false},"featured_media":11079,"template":"","meta":{"_acf_changed":false},"gruppo":[123],"class_list":["post-14974","projects","type-projects","status-publish","has-post-thumbnail","hentry","gruppo-data-intensive-computing-en"],"acf":{"title":"Tessuto Digitale Metropolitano","acronym":"TDM","project_uuid":"9e91efa8-50dd-11e7-82fd-e200aae31812","start_date":"07\/06\/2017","end_date":"06\/10\/2022","funder":"POR FESR Sardegna 2014-2020, Azione 1.2.2 - DELIBERAZIONE RAS N. 66\/14 DEL 13.12.2016","partners":"\n<table style=\"width:100%; border-collapse: collapse;\">\n  <tr>\n    <th style=\"border: 1px solid #ddd; padding: 8px; background-color: #f2f2f2;\">Nome<\/th>\n    <th style=\"border: 1px solid #ddd; padding: 8px; background-color: #f2f2f2;\">Nazione<\/th>\n    <th style=\"border: 1px solid #ddd; padding: 8px; background-color: #f2f2f2;\">Ruolo<\/th>\n  <\/tr>\n\n  <tr>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\"><a href=\"http:\/\/dipartimenti.unica.it\/ingegneriacivileambientaleearchitettura\/\" target=\"_blank\">Dipartimento di Ingegneria Civile, Ambientale e Architettura, Universit\u00e0 di Cagliari<\/a><\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Italy<\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Partner<\/td>\n  <\/tr>\n\n  <tr>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\"><a href=\"http:\/\/dipartimenti.unica.it\/matematicaeinformatica\/\" target=\"_blank\">Dipartimento di Matematica ed Informatica, Universit\u00e0 di Cagliari<\/a><\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Italy<\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Partner<\/td>\n  <\/tr>\n\n  <tr>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\"><a href=\"http:\/\/dipartimenti.unica.it\/scienzeeconomicheedaziendali\/\" target=\"_blank\">Dipartimento di Scienze Economiche ed Aziendali, Universit\u00e0 di Cagliari<\/a><\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Italy<\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Partner<\/td>\n  <\/tr>\n\n  <tr>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\"><a href=\"http:\/\/dipartimenti.unica.it\/ingegneriaelettricaedelettronica\/\" target=\"_blank\">Dipartimento di Ingegneria Elettrica ed Elettronica, Universit\u00e0\u00a0 di Cagliari<\/a><\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Italy<\/td>\n    <td style=\"border: 1px solid #ddd; padding: 8px;\">Partner<\/td>\n  <\/tr>\n<\/table>","proj_website":"http:\/\/www.tdm-project.it","project_status":"Completed","project_coordinator":[{"ID":10233,"post_author":"4","post_date":"2025-06-30 17:23:13","post_date_gmt":"2025-06-30 15:23:13","post_content":"Enrico Gobbetti is the director of Visual and Data-intensive Computing (ViDiC) at the Center for Advanced Studies, Research, and Development in Sardinia (CRS4), Italy. He holds an Engineering degree (1989) and a Ph.D. degree (1993) in Computer Science from the Swiss Federal Institute of Technology in Lausanne (EPFL), as well as Full Professor Habilitations in Computer Science and Information Processing from the Italian Ministry of University and Research. Prior to joining CRS4, he held research and\/or teaching positions at the Swiss Federal Institute of Technology in Lausanne, the University of Maryland Baltimore County (UMBC), Baltimore MD, USA, and the Center of Excellence in Space Data and Information Sciences (NASA\/CESDIS), NASA Goddard Space Flight Center, Greenbelt MD, USA. At CRS4, Enrico develops and manages a research program in visual and data-intensive computing supported through institutional, industrial and government grants, including many national and international projects. His research spans many areas of visual and data-intensive computing and is widely published in major journals and conferences. The primary focus is the study and creation of innovative, intelligent, and scalable solutions for acquiring, creating, processing, distributing, exploring, and analyzing complex and\/or massive datasets derived from simulations or measurements of phenomena, objects, environments, or real-world processes. He regularly serves the scientific community through participation in editorial boards, program committees, working groups and steering boards, as well as through the organization and chairing of conferences. He is a Fellow of Eurographics.","post_title":"Enrico Gobbetti","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"enrico-gobbetti","to_ping":"","pinged":"","post_modified":"2026-04-05 16:11:37","post_modified_gmt":"2026-04-05 14:11:37","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/enrico-gobbetti\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"}],"team_members":[{"ID":10141,"post_author":"4","post_date":"2025-06-30 17:22:03","post_date_gmt":"2025-06-30 15:22:03","post_content":"Fabio Bettio is an electronics engineer, software developer, and technologist specializing in visual computing and scientific visualization. He has strong expertise in GPU-accelerated and web-based rendering, with a solid background in C++, OpenGL\/WebGL, GLSL, and WebXR development. He is a contributor to OpenLIME, an open-source platform for interactive visualization and relightable model rendering in scientific and cultural heritage contexts. In addition to software development, he has extensive experience as a Linux system and HPC cluster administrator. He has developed tools for system and UPS monitoring, implemented automated backup solutions, and manages web infrastructures based on CMSs for research initiatives and international conferences such as Eurographics and EuroVis. His scientific contributions have been published in top-tier journals such as ACM Journal on Computing and Cultural Heritage (JOCCH), Computers & Graphics, IEEE Transactions on Visualization and Computer Graphics (TVCG), and Solar Energy. His work has also been presented at renowned international conferences, including Eurographics, EuroVis, ISMAR, and Digital Heritage.","post_title":"Fabio Bettio","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"fabio-bettio","to_ping":"","pinged":"","post_modified":"2026-04-05 16:10:12","post_modified_gmt":"2026-04-05 14:10:12","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/fabio-bettio\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10228,"post_author":"4","post_date":"2025-06-30 17:23:07","post_date_gmt":"2025-06-30 15:23:07","post_content":"Massimo Gaggero received his B.Sc. in Electronic Engineering in 2006 from the University of Cagliari, Italy, with a thesis on the use of the FPGA accelerators of the Cray supercomputer XD1 for the parallelization of digital filtering algorithms.  In 2000 he started working at CRS4 dealing with networks, systems and distributed computing. In 2007, as Expert Software Engineer of the Advanced Computing group, he deals with distributed deployment systems on a geographical scale of virtual computing clusters. In 2008 he participated in the Research Assistantship Program at the NURC, NATO Undersea Research Center, where he carried out analysis and design of distributed sensors for underwater acoustic networks and Delay-Tolerant \/ Disruption-Tollerant architectures for maritime applications. He is currently Senior Technologist at the Data-intensive Computing Program where he deals with telemetry of industrial processes, clinical devices, IoT and applications for Smart Cities.","post_title":"Massimo Gaggero","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"massimo-gaggero","to_ping":"","pinged":"","post_modified":"2026-04-05 16:11:31","post_modified_gmt":"2026-04-05 14:11:31","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/massimo-gaggero\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10268,"post_author":"4","post_date":"2025-06-30 17:23:55","post_date_gmt":"2025-06-30 15:23:55","post_content":"Simone Manca has been with CRS4 since 2000. He works as an expert software engineer in the Distributed Computing Group. Currently he deals with software development for high-performance computing infrastructures, virtualization and distributed storage. In the past, he has worked in the biomedical field, developing interfaces and applications with health informatics standards such as DICOM and HL7. He is also experienced in the environmental and geographical information systems fields, having developed decision support system tools for planners, integrations of numerical models and web interfaces.","post_title":"Simone Manca","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"simone-manca","to_ping":"","pinged":"","post_modified":"2026-04-05 16:12:17","post_modified_gmt":"2026-04-05 14:12:17","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/simone-manca\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10283,"post_author":"4","post_date":"2025-06-30 17:24:15","post_date_gmt":"2025-06-30 15:24:15","post_content":"Fabio Marton is a researcher in the Visual Computing (ViC) group at the Center for Advanced Studies, Research, and Development in Sardinia (CRS4). He holds a Laurea (M. Sc.) degree (1999) in Computer Engineering from the University of Padova. His current research interests include out-of-core data processing, compression multiresolution modeling and time-critical rendering. He has participated as a key developer in industrial and research projects that have led to the development of state-of-the-art tools for large scale model rendering. He has co-authored papers in major international refereed journals and conferences, including SIGGRAPH, Eurographics, and IEEE Visualization. He has been EGPGV (Eurographics Symposium on Parallel Graphics) symposium chair (Cagliari, 2012) and paper co-chair (Girona, 2013). He is IPC member for Web3D from 2011. He serves as reviewer for international computer graphics journals and conferences. Before joining CRS4, he worked on 3D scanning at LMTT Padova and Optonet Brescia.","post_title":"Fabio Marton","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"fabio-marton","to_ping":"","pinged":"","post_modified":"2026-04-05 16:12:31","post_modified_gmt":"2026-04-05 14:12:31","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/fabio-marton\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10088,"post_author":"4","post_date":"2025-06-30 17:25:19","post_date_gmt":"2025-06-30 15:25:19","post_content":"Project Leader and Senior Researcher at the Visual and Data Intensive Computing (VIDiC) group at CRS4, Giovanni Pintore specializes in advanced technologies for visual data processing and visualization.He holds a Master%u2019s Degree in Electronic Engineering (pre-reform system) from the University of Cagliari and a PhD in Information and Communication Technologies (ICT) from the University of A Coru\u00f1a (UDC).His research interests include:  Artificial intelligence for VR model generation from spherical images   Indoor scene reconstruction using deep learning techniques   3D reconstruction of indoor structures and environments from images   Multiresolution representations of large and complex 3D models  He leads national and international research and industrial projects, with applications in the fields of security, space exploration, and smart cities. He serves as program chair, editor, and reviewer for various international conferences and journals.","post_title":"Giovanni Pintore","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"giovanni-pintore","to_ping":"","pinged":"","post_modified":"2026-04-05 16:13:34","post_modified_gmt":"2026-04-05 14:13:34","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/giovanni-pintore\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10281,"post_author":"4","post_date":"2025-06-30 17:24:12","post_date_gmt":"2025-06-30 15:24:12","post_content":"Senior researcher at CRS4, he is head of           the Environmental Sciences branch of the Energy &           Environment program. His research interests are related to           meteorological mesoscale ensemble prediction, climatic           modelling and environmental data analysis. Currently, between           the others, he is involved in the EU-H2020 Netfficient project for the           development of a energy production, from renewable sources,           forecasting system. Recently involved in the EU-FP7 CLIMB           project in which CRS4 evaluated and compared the skill of           various regional climate models as boundary conditions for           hydrological modelling scenario studies in the Mediterranean basin area. Within           the projects GRIDA3 and CYBERSAR, funded by the Italian           Research Ministry (MIUR), he was involved in setting up a           multi-model multianalysis limited area ensemble to be run on a           GRID infrastructure and\/or remote computing portals. He has           been involved in many other European and Italian research           programs: FP7, Interreg IIC, FP6, for European Southern           Observatory, for the Italian Space Agency, MIUR, National           Council of Research (CNR), Italian Electric Power Company           (ENEL).","post_title":"Marino Marrocu","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"marino-marrocu","to_ping":"","pinged":"","post_modified":"2026-04-05 16:12:28","post_modified_gmt":"2026-04-05 14:12:28","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/marino-marrocu\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10038,"post_author":"4","post_date":"2025-06-30 17:25:50","post_date_gmt":"2025-06-30 15:25:50","post_content":"Gabriella Pusceddu graduated in Physics at the University of Cagliari. Since 2000 she works as researcher at CRS4. Currently, she is working in the Environmental Sciences program since January 2006. Her interests are related to the application of numerical models and other computational tools to analize meteo and climatological data, the application of limited area models for the prediction of extreme events,  the implementation of ensemble prediction systems, the  Regional Climat Models downscaling. In recent years, she has developed competences in high performance computing and GRID computing.","post_title":"Gabriella Pusceddu","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"gabriella-pusceddu","to_ping":"","pinged":"","post_modified":"2026-04-05 16:14:06","post_modified_gmt":"2026-04-05 14:14:06","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/gabriella-pusceddu\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10257,"post_author":"4","post_date":"2025-06-30 17:23:42","post_date_gmt":"2025-06-30 15:23:42","post_content":"Lidia Leoni is the High Performance and Quantum Computing, Biosciences and Advanced Studies director at the Center for Advanced Studies, Research, and Development in Sardinia (CRS4). She won a study grant from the European Economic Community and successfully attended a three-year course in information sciences and remote sensing. She is responsible for some of the most important CRS4 research and innovation projects. Her experience ranges from the use of large systems, to application development, to the management and maintenance of networks, systems and services for users. As a sector director, she is involved in several CRS4 projects and contributes to helping other researchers in their work. She is responsible for the biosciences and computational infrastructures of the center , for project services and manages the budget for the purchases of the computing center. Before joining CRS4, she worked at the Sardinia Research Consortium (CORISA), Regional Agrometeorological Service for Sardinia (SAR) and was a consultant for various institutions and companies.","post_title":"Lidia Leoni","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"lidia-leoni","to_ping":"","pinged":"","post_modified":"2026-04-05 16:12:04","post_modified_gmt":"2026-04-05 14:12:04","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/lidia-leoni\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10249,"post_author":"4","post_date":"2025-06-30 17:23:33","post_date_gmt":"2025-06-30 15:23:33","post_content":"After a twenty-year career in scientific research, in 2010 Giuditta Lecca moved into the management sector, specializing on facilitating information exchange and collaboration between people. Since then, she is the Head of the Program \"Valorisation and Transfer of Knowledge\" (VALE) and, from September 2012 to October 2016, she was also serving as acting Director of the Sector \"Business Development\" (BD).  Before she was a senior researcher in Environmental Sciences of the Energy and Environment Program. She holds a Civil Engineering degree (1991) from the University of Cagliari and a Master on Valorisation and Management of Human Resources from the Catholic University of Milan and Confindustria (2005). Her research is focused on computational hydrogeology and high-performance computing, and it is published in major journals and conferences. From 1998 to 2010 she was scientific responsible for 8+ R&D projects at the regional, national and european level and tutor of 10+ stagers and early-stage researchers. Since 2004 she has organized and chaired international workshops and conferences and taught advanced courses at universities on groundwater modeling. In 2007 she received in Maputo the IEEE Best Paper Award at the IST Africa Conference in Mozambique. She served extensively as reviewer for scientific international journals and, from 2007 to 2009, as Associated Editor of the Hydrogeology Journal edited by Springer. In the last 10 years she has focused her interests, either through professional practice that with professional certifications, on project management, intellectual property rights, funding policies and instruments, business intelligence and strategic leadership of scientific research and technological innovation.Professional certifications: Successful Negotiation: Essential Strategies and Skills, University of Michigan, nov 2015; Intellectual Property Law and Policy (part 1-mar 2016, part 2-feb 2018) University of Pennsylvania; Private Equity and Venture Capital, Universit\u00e0 Bocconi, jul 2016; PM9001x: Project Management Life Cycle, Rochester Institute of Technology, apr 2017. Further information at the Linkedin personal page","post_title":"Giuditta Lecca","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"giuditta-lecca","to_ping":"","pinged":"","post_modified":"2026-04-05 16:11:57","post_modified_gmt":"2026-04-05 14:11:57","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/giuditta-lecca\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10288,"post_author":"4","post_date":"2025-06-30 17:24:22","post_date_gmt":"2025-06-30 15:24:22","post_content":"Luca Massidda graduates in Mechanical Engineering at Cagliari University in 1997. He works for two year as a mechanical engineer for a private company, designing special valves for refinery plants.  Since 1999 he works at CRS4, where he gains experience in mechanical simulation and in scientific programming on parallel machines. He is involved in several projects: the design of fission fragment space propulsion system for the Italian Space Agency, the design of several equipment of the LHC and other experiments for CERN, the simulation of elastic wave propagation in various fields, the design and simulation of a solar power system, among others.  In 2008 he works at CERN as a scientific associate developing simulation software for beam dump studies.  He is now working again at CRS4 in fluid dynamics, turbulent combustion and mechanical simulation and he is group leader of the Smart Energy Systems team.","post_title":"Luca Massidda","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"luca-massidda","to_ping":"","pinged":"","post_modified":"2026-04-05 16:12:37","post_modified_gmt":"2026-04-05 14:12:37","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/luca-massidda\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10077,"post_author":"4","post_date":"2025-06-30 17:25:26","post_date_gmt":"2025-06-30 15:25:26","post_content":"Ruggero Pintus studied Electronic Engineering at the University of Cagliari in Italy,where  he received his master's degree in April 2003. In 2004, he started  working as a researcher at the Department of Electrical and Electronic  Engineering (DIEE). He received the Ph.D. degree in Electronic and  Computer Engineering in 2007, working on Computer Vision algorithms and  software applied to Scanning Electron Microscope. He also supported  didactic activities. In the same year, he was awarded with an Italian  Government Grant, and he worked as a visiting researcher in the  Multimedia Communications and Networking Lab at the Hewlett-Packard  Laboratories, California, US. His research focused on photometric stereo  techniques applied to conventional flatbed scanners. Since November  2007 he has been part of the Visual Computing group of CRS4 (Center for  Advanced Studies, Research and Development in Sardinia). His research  interests have shifted towards Computer Graphics topics. In particular,  the primary focus is the development of algorithms for acquisition,  out-of-core processing, time-critical rendering and 3D printing of  massive models, mostly applied to large scale color and geometry  Cultural Heritage datasets. In 2013 he worked as a Postdoctoral  Associate Research Scientist in the Computer Graphics Group at the Yale  University. His research focused on 3D model scanning and processing,  and on multispectral imaging acquisition and document layout analysis  techniques applied to historical, handwritten medieval manuscripts.","post_title":"Ruggero Pintus","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"ruggero-pintus","to_ping":"","pinged":"","post_modified":"2026-04-05 16:13:41","post_modified_gmt":"2026-04-05 14:13:41","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/ruggero-pintus\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10164,"post_author":"4","post_date":"2025-06-30 17:22:14","post_date_gmt":"2025-06-30 15:22:14","post_content":"Giovanni Busonera received his M.Sc. in Electronic Engineering from the University of Cagliari in 2004 and the Ph.D. in Electronic Engineering and Computer Science from the same University in 2008. Since 2008 he works at CRS4 as a researcher. His research interests concerned mainly virtualization, distributed programming and hardware acceleration for parallel computing by using GPGPU and FPGA devices. Before joining CRS4, he worked in the Microsoft Research Embedded Group in Redmond developing eBug, a software debugging support for the dynamically reconfigurable processor eMIPS. He also worked on the development of a haplotyping algorithm to perform multi-marker genome wide association study (GWAS). Currently his work deals with signal processing and data analysis for biomedical applications and statistical methods for network traffic modeling.","post_title":"Giovanni Busonera","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"giovanni-busonera","to_ping":"","pinged":"","post_modified":"2026-04-05 16:10:25","post_modified_gmt":"2026-04-05 14:10:25","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/giovanni-busonera\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":10191,"post_author":"4","post_date":"2025-06-30 17:22:30","post_date_gmt":"2025-06-30 15:22:30","post_content":"Degree in Physics at Universit\u00e0 di Cagliari in 1999 with a dissertation on the chaotic behavior of spin glasses (with E. Marinari and later M. Mezard.) Ph.D in Physics obtained at Universit\u00e0 di Cagliari with a dissertation on the creation and the mobility of defects in crystalline semiconductors (with Luciano Colombo and Art Voter.) Post-doc researcher at Physics Department (Universit\u00e0 di Cagliari) (2003-2005), Materials Science at Universit\u00e0 di Milano Bicocca (with Leo Miglio) (2005-2007), CNRS Laboratoire de Mecanique de Lille and CEA Saclay (J.P. Laval, B. Dubrulle) (2007-2008). Since 2008 at CRS4, working on different projects related to concentrated solar power, crystalline structure of ice and, recently, network congestion analysis, feature extraction from biological signals and applications of network theory to social sciences. The research activity is characterized by the use and development of advanced numerical techniques such as Montecarlo methods, multi-objective optimization and statistical mechanics tools.","post_title":"Marco Cogoni","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"marco-cogoni","to_ping":"","pinged":"","post_modified":"2026-04-05 16:10:43","post_modified_gmt":"2026-04-05 14:10:43","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/marco-cogoni\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":9959,"post_author":"4","post_date":"2025-06-30 17:26:39","post_date_gmt":"2025-06-30 15:26:39","post_content":"I'm a computer scientist and my areas of expertise are HPC, bigdataprocessing and machine learning, with scalability as a common thread.I have a background on parallel computing and foundational problemsmotivated by HPC, which I investigated during my PhD and during myyears as a PostDoc in Vienna.In the latest years I have worked, at the CRS4 research center, tobuild efficient and scalable bigdata and machine learning workflows. Ihave worked with streams of genomic and industrial data (using ApacheKafka and Flink as tools) and, within the DeepHealth European project,to the classification of gigapixel medical images, using bothTensorflow and the specialized EDDL ML library. In this context I havea built a scalable pipeline to efficiently manage datasets via the useof Apache Spark and Cassandra.","post_title":"Francesco Versaci","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"francesco-versaci","to_ping":"","pinged":"","post_modified":"2026-04-05 16:14:56","post_modified_gmt":"2026-04-05 14:14:56","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.crs4.it\/people\/francesco-versaci\/","menu_order":0,"post_type":"people","post_mime_type":"","comment_count":"0","filter":"raw"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>TDM - CRS4<\/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:\/\/www.crs4.it\/en\/projects\/tdm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TDM - CRS4\" \/>\n<meta property=\"og:description\" content=\"Metropolitan cities are among the main places of economic and cultural activity of the 21st century. 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