Emilio Leonardi

ERC sectors

SDG

• Best paper Award conferred by IEEE, United States (2012)

• Visiting Researcher, presso Institut national de recherche en informatique et en automatique INRIA (1/10/2016-10/3/2017)
• Visiting Researcher, presso NEC Laboratories Europe Heidelberg (1/7/2012-31/7/2012)

• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2022/2023 (39. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2021/2022 (38. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2020/2021 (37. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2019/2020 (36. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2018/2019 (35. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2017/2018 (34. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2016/2017 (33. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2015/2016 (32. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2014/2015 (31. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2013/2014 (30. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRONICA, 2012/2013 (29. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI, 2011/2012 (28. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI, 2003/2004 (20. ciclo)
  Politecnico di TORINO
• INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI, 2002/2003 (19. ciclo)
  Politecnico di TORINO

• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

PhD

• Stochastic processes and queuing theory. A.A. 2019/20, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher

Master of Science

• Computer-aided simulations lab. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Operational research: theory and applications. A.A. 2024/25, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Computer-aided simulations lab. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Mobile and sensor networks. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Computer-aided simulations lab. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Mobile and sensor networks. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Mobile and sensor networks. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
• Network modelling and simulation. A.A. 2021/22, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Titolare del corso
• Complex networks: theory and applications. A.A. 2020/21, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Titolare del corso
• Mobile and sensor networks. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
• Mobile and sensor networks. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Complex networks: theory and applications. A.A. 2019/20, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Titolare del corso
• Electric and electronic systems in vehicles. A.A. 2019/20, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
• Complex networks: theory and applications. A.A. 2018/19, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Titolare del corso
• Electric and electronic systems in vehicles. A.A. 2018/19, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso
• Operational research: theory and applications. A.A. 2018/19, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso

• Analysis of crowdsourcing systems (DET)
• Epidemic processes on random graphs (DET)
• Opinion dynamics in social networks (DET)

• TNG (DET)

Projects funded by competitive calls

• NAPA-WINE - NAPAWINE-NETWORK-AWARE P2P-TV APPLICATION OVER WISE NETWORKS, (2008-2011) - Responsabile Scientifico
  UE-funded research - VII PQ - COOPERATION - ICT
• Modelli fluidi di reti TCP/IP con traffico peer-to-peer, (2006-2008) - Responsabile Scientifico
  Nationally funded research - PRIN

• Franco Galante. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36^th cycle, 2020-2024)
  Thesis: Modeling Social Interactions in Complex Systems

• Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco (2024)
  Re-Identification Attacks against the Topics API. In: ACM TRANSACTIONS ON THE WEB, vol. 18, pp. 1-24. ISSN 1559-1131
  Contributo su Rivista
• Rodio, A.; Faticanti, F.; Marfoq, O.; Neglia, G.; Leonardi, E. (2024)
  Federated Learning Under Heterogeneous and Correlated Client Availability. In: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 32, pp. 1451-1460. ISSN 1063-6692
  Contributo su Rivista
• Galante, Franco; Garetto, Michele; Leonardi, Emilio (2024)
  Competition of Influencers: A Model for Maximizing Online Social Impact. In: WEBSCI 2024, Stuttgart (Germany), May 21 - 24, 2024, pp. 343-353. ISBN: 979-8-4007-0334-8
  Contributo in Atti di Convegno (Proceeding)
• Galante, Franco; Ravazzi, Chiara; Garetto, Michele; Leonardi, Emilio (2024)
  Planning interventions in a controlled pandemic: the COVID-19 case. In: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, vol. 11, pp. 2314-2331. ISSN 2327-4697
  Contributo su Rivista
• Jha, N.; Trevisan, M.; Leonardi, E.; Mellia, M. (2023)
  On the Robustness of Topics API to a Re-Identification Attack. In: 23rd Privacy Enhancing Technologies Symposium (PETS 2023), Lausanne (CH), July 10–15, 2023, pp. 66-78
  Contributo in Atti di Convegno (Proceeding)
• Galante, Franco; Vassio, Luca; Garetto, Michele; Leonardi, Emilio (2023)
  Modeling communication asymmetry and content personalization in online social networks. In: ONLINE SOCIAL NETWORKS AND MEDIA, vol. 37-38, pp. 1-20. ISSN 2468-6964
  Contributo su Rivista
• Ravazzi, Chiara; Como, Giacomo; Garetto, Michele; Leonardi, Emilio; Tarable, Alberto (2023)
  Asynchronous semi-anonymous dynamics over large-scale networks. In: SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, vol. 22, pp. 1300-1343. ISSN 1536-0040
  Contributo su Rivista
• Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco (2023)
  Practical anonymization for data streams: z-anonymity and relation with k-anonymity. In: PERFORMANCE EVALUATION, vol. 159. ISSN 0166-5316
  Contributo su Rivista
• Sabnis, Anirudh; Si Salem, Tareq; Neglia, Giovanni; Garetto, Michele; Leonardi, Emilio; ... (2023)
  GRADES: Gradient Descent for Similarity Caching. In: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 31, pp. 30-41. ISSN 1063-6692
  Contributo su Rivista
• Torrisi, Giovanni Luca; Garetto, Michele; Leonardi, Emilio (2023)
  Bootstrap percolation on the stochastic block model. In: BERNOULLI, vol. 29, pp. 696-724. ISSN 1350-7265
  Contributo su Rivista
• Torrisi, G. L.; Leonardi, E. (2022)
  Asymptotic analysis of Poisson shot noise processes, and applications. In: STOCHASTIC PROCESSES AND THEIR APPLICATIONS, vol. 144, pp. 229-270. ISSN 0304-4149
  Contributo su Rivista
• Neglia, Giovanni.; Garetto, Michele.; Leonardi, Emilio. (2022)
  Similarity Caching: Theory and Algorithms. In: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 30, pp. 475-486. ISSN 1063-6692
  Contributo su Rivista
• Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana (2022)
  Mining and modelling temporal dynamics of followers' engagement on online social networks. In: SOCIAL NETWORK ANALYSIS AND MINING, vol. 12. ISSN 1869-5450
  Contributo su Rivista
• Garetto, M.; Leonardi, E.; Neglia, G. (2021)
  Content placement in networks of similarity caches. In: COMPUTER NETWORKS, vol. 201. ISSN 1389-1286
  Contributo su Rivista
• Neglia, Giovanni; Leonardi, Emilio; Ricardo, Guilherme Iecker; Spyropoulos, Thrasyvoulos (2021)
  A Swiss Army Knife for Online Caching in Small Cell Networks. In: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 29, pp. 2536-2547. ISSN 1063-6692
  Contributo su Rivista
• Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio (2021)
  Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram. In: 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Virtual Event, Netherlands, November 8–11, 2021, pp. 129-133
  Contributo in Atti di Convegno (Proceeding)
• Sabnis, A.; Salem, T. S.; Neglia, G.; Garetto, M.; Leonardi, E.; Sitaraman, R. K. (2021)
  GRADES: Gradient descent for similarity caching. In: 40th IEEE Conference on Computer Communications, INFOCOM 2021, Vancouver, BC, Canada, 2021, pp. 1-10. ISSN 0743-166X. ISBN: 978-1-6654-0325-2
  Contributo in Atti di Convegno (Proceeding)
• Garetto, M.; Leonardi, E.; Torrisi, G. L. (2021)
  A time-modulated Hawkes process to model the spread of COVID-19 and the impact of countermeasures. In: ANNUAL REVIEWS IN CONTROL, vol. 51, pp. 551-563. ISSN 1367-5788
  Contributo su Rivista
• Christoforou, Evgenia; Nordio, Alessandro; Tarable, Aberto; Leonardi, Emilio (2021)
  Ranking a set of objects: a graph based least-square approach. In: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, vol. 8, pp. 803-813. ISSN 2327-4697
  Contributo su Rivista
• Luca Torrisi, Giovanni; Leonardi, Emilio (2020)
  Almost Sure Central Limit Theorems in Stochastic Geometry. In: ADVANCES IN APPLIED PROBABILITY, vol. 52, pp. 705-734. ISSN 0001-8678
  Contributo su Rivista
• Ahmad, Mahdieh; Roberts, James; Leonardi, Emilio; Movaghar, Ali (2020)
  On the Effectiveness of the PIT in Reducing Upstream Demand in an NDN Router. In: PERFORMANCE EVALUATION, vol. 138. ISSN 0166-5316
  Contributo su Rivista
• Ahmadi, Mahdieh; Roberts, James; Leonardi, Emilio; Movaghar, Ali (2020)
  Cache Subsidies for an Optimal Memory for Bandwidth Tradeoff in the Access Network. In: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, vol. 38, pp. 736-749. ISSN 0733-8716
  Contributo su Rivista
• Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio (2020)
  User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement. In: ACM TRANSACTIONS ON MODELING AND PERFORMANCE EVALUATION OF COMPUTING SYSTEMS, vol. 5, pp. 1-26. ISSN 2376-3639
  Contributo su Rivista
• Garetto, Michele; Leonardi, Emilio; Neglia, Giovanni (2020)
  Similarity Caching: Theory and Algorithms. In: Infocom 2020, Toronto, ON, Canada, 6-9 July, 2020, pp. 1-10. ISBN: 978-1-7281-6412-0
  Contributo in Atti di Convegno (Proceeding)
• Saino, Lorenzo; Psaras, Ioannis; Leonardi, Emilio; Pavlou, George (2020)
  Load Imbalance and Caching Performance of Sharded Systems. In: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 28, pp. 112-125. ISSN 1063-6692
  Contributo su Rivista
• Nordio, Alessandro; Tarable, Alberto; Chiasserini, Carla Fabiana; Leonardi, Emilio (2020)
  Opinion Dynamics on Correlated Subjects in Social Networks. In: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, vol. 74, pp. 1901-1912. ISSN 2327-4697
  Contributo su Rivista
• Ajmone Marsan, M.; Franceschinis, M.; Giaccone, P.; Leonardi, E.; Neri, F.; Tarello, A. (2003)
  Gated Asymptotic ModEls (GAMEs): A new tool for the stability analysis of queueing syastems. In: ACM SIGMETRICS 2003 - International Conference on Measurement and Modeling of Computer Systems, San Diego, CA, usa, 2003, pp. 322-323. ISBN: 1581136641
  Contributo in Atti di Convegno (Proceeding)
• Ajmone Marsan, M.; Franceschinis, M.; Leonardi, E.; Neri, F.; Tarello, A. (2003)
  Instability phenomena in underloaded packet networks with QoS schedulers. In: 22nd Annual Joint Conference on the IEEE Computer and Communications Societies, San Francisco, CA, USA, 30 March 2003 - 03 April 2003, pp. 959-969
  Contributo in Atti di Convegno (Proceeding)
• Ajmone Marsan, M.; Bianco, Andrea; Leonardi, E.; Morabito, A.; Neri, F. (1998)
  QoS support in all-optical WDM multi-ring LANs. In: Broadband European Networks and Multimedia Services, Zurich, che, 1998, pp. 291-300
  Contributo in Atti di Convegno (Proceeding)
• Gerla, Mario; Palnati, Prasasth; Walton, Simon; Leonardi, Emilio; Neri, Fabio (1996)
  Multicasting in Myrinet - a high-speed, wormhole-routing network. In: Proceedings of the 1996 IEEE Communications Theory Mini-Conference. Part 4 (of 4), London, UK,, 18-28 November 1996, pp. 1064-1068
  Contributo in Atti di Convegno (Proceeding)