UNDER SUBMISSION

• Local Model Reconstruction Attacks in Federated Learning and their Uses [preprint]
  Ilias Driouich, Chuan Xu, Giovanni Neglia, Frederic Giroire, and Eoin Thomas.
  

PHD THESIS

• Ingress Traffic Control in Differentiated Services IP Networks [pdf]
  G. Neglia, Università degli Studi di Palermo, 2004, Advisor: prof. Giuseppe Bianchi

BOOK CHAPTERS

1. Network Coding in Disruption Tolerant Networks [pdf], [bibtex]
   X. Zhang, G. Neglia, J. Kurose, in Network Coding: fundamentals and applications, editors: Muriel Medard and Alex Sprintson, Academic Press, 2011

2. Autonomic Information Diffusion in Intermittently Connected Networks [pdf], [bibtex]
   S. Alouf, I. Carreras, D. Miorandi, G. Neglia, in Autonomic Computing and Networking, editors: M. Denko, L. Yang and Y. Zhang, Springer Verlag, 2009, Pages 411-433

JOURNALS AND MAGAZINES

1. Federated Learning under Heterogeneous and Correlated Client Availability [preprint]
   Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi, IEEE/ACM Transaction on Networking, to appear

2. Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees [editor], [preprint], [video]
   Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, and Andrea Araldo, IEEE/ACM Transaction on Networking, online, August 31, 2023

3. No-Regret Caching via Online Mirror Descent [editor], [preprint], [video]
   Tareq Si Salem, Giovanni Neglia, and Stratis Ioannidis, ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Volume 8, Issue 4, Article No.: 11 (TOMPECS), August 11, 2023

4. Ascent Similarity Caching with Approximate Indexes [editor], [extended]
   Tareq Si Salem, Giovanni Neglia, Damiano Carra, IEEE/ACM Transactions on Networking, online, November, 2022
   

5. GRADES: Gradient Descent for Similarity Caching [editor]
   Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, and Ramesh K. Sitaraman, IEEE/ACM Transactions on Networking, online, November, 2022

6. Analyzing Count Min Sketch with Conservative Updates [editor]
   Younes Ben Mazziane, Sara Alouf, Giovanni Neglia, Elsevier Computer Networks, 2022

7. Content Placement in Networks of Similarity Caches [editor], [preprint]
   Michele Garetto, Emilio Leonardi, Giovanni Neglia, Elsevier Computer Networks, online, November 2021

8. Similarity Caching: Theory and Algorithms [editor], [preprint]
   Giovanni Neglia, Michele Garetto, and Emilio Leonardi, IEEE/ACM Transactions on Networking, online, December 2021

9. A Swiss Army Knife for Online Caching in Small Cell Networks [editor], [preprint]
   Giovanni Neglia, Emilio Leonardi, Guilherme Ricardo, and Thrasyvoulos Spyropoulos, IEEE/ACM Transactions on Networking, online, August 2021

10. Caching Policies for Delay Minimization in Small Cell Networks with Coordinated Multi-Point Joint Transmissions [editor], [preprint]
    Guilherme Ricardo, Alina Tuholukova, Giovanni Neglia, Thrasyvoulos Spyropoulos, IEEE/ACM Transactions on Networking, online, March 2021

11. Dynamic Backup Workers for Parallel Machine Learning [editor], [preprint]
    Chuan Xu, Giovanni Neglia, and Nicola Sebastianelli, Elsevier Computer Networks, 2021

12. Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach [editor], [preprint]
    D. Carra, G. Neglia, P. Michiardi, IEEE/ACM Transactions on Networking, Volume 28, Issue 3, June 2020

13. Transient and Slim versus Recurrent and Fat: Random Walks and the Trees they Grow [editor], [preprint]
    G. Iacobelli, D. R. Figueiredo, G. Neglia, Journal of Applied Probability, vol. 56, n. 3, pages 769-786, 2019

14. Fairness in online social network timelines: Measurements, models and mechanism design [editor], [preprint]
    E. Hargreaves, C. Agosti, D. Menasché, G. Neglia, A. Reiffers-Masson, E. Altman, Elsevier Performance Evaluation, Volumen 129, February 2019, Pages 15-39.
    A 2-page version appeared on ACM SIGMETRICS Performance Evaluation Review, Volume 46 Issue 3, December 2018, Pages 68-69 [editor], [preprint]

15. Feedforward Neural Networks for Caching: Enough or Too Much? [editor], [preprint]
    V. Fedchenko, G. Neglia, B. Ribeiro, ACM SIGMETRICS Performance Evaluation Review, Volume 46 Issue 3, December 2018, Pages 139-142

16. Teletraffic engineering for direct load control in smart grids [editor]
    G. Neglia, L. Giarré, I. Tinnirello, G. Di Bella, Elsevier Sustainable Energy, Grids and Networks, Volume 16, 2018, Pages 167-176, ISSN 2352-4677

17. Dissecting demand response mechanisms: The role of consumption forecasts and personalized offers [editor]
    A. Benegiamo, P. Loiseau, G. Neglia, Elsevier Sustainable Energy, Grids and Networks, Volume 16, 2018, Pages 156-166, ISSN 2352-4677

18. Implicit Coordination of Caches in Small Cell Networks under Unknown Popularity Profiles [editor], [preprint with additional material]
    E. Leonardi, G. Neglia, IEEE Journal on Selected Areas in Communications, Volume 36, Issue 6, June 2018

19. Cache Policies for Linear Utility Maximization [editor], [preprint with proofs]
    G. Neglia, D. Carra, P. Michiardi, IEEE/ACM Transactions on Networking, Volume 26, Issue 1, February 2018, Pages 302-313

20. Access-time aware cache algorithms [editor], [preprint]
    G. Neglia, D. Carra, M. Feng, V. Janardhan, P. Michiardi, D. Tsigkari, ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS), Volume 2 Issue 4, December 2017, Article No. 21

21. Adaptive optimal stochastic control of delay–tolerant networks [editor], [preprint],
    E. Altman, F. De Pellegrini, D. Miorandi, G. Neglia IEEE Transactions on Mobile Computing, Volume 16, Issue 7, 2017. Date of publication: 20 September 2016

22. Large Scale Control of Deferrable Domestic Loads in Smart Grids [editor], [preprint], [bibtex]
    I. Tinnirello, G. Neglia, L. Giarré, G. Di Bella, A. Jean-Marie, M. Ippolito IEEE Transactions on Smart Grid, Volume 9, Issue 2, March 2018, Pages 733-742. Date of Publication: 04 May 2016

23. Network Formation Games with Teams [preprint], [bibtex]
    K. Avrachenkov, G. Neglia, V. Vikram Singh, Journal of Dynamics and Games, Volume 3, Number 4, October 2016

24. The Capture-Recapture Approach for Population Estimation in Computer Networks [editor], [preprint], [bibtex]
    N. Accettura, G. Neglia, L. A. Grieco, Elsevier Computer Networks, Volume 89, 4 October 2015, Pages 107-122

25. Complexity Analysis of Optimal Recharge Scheduling for Electric Vehicles [editor], [preprint]
    C. Rottondi, G. Neglia, G. Verticale, IEEE Transactions on Vehicular Technology, Volume 65, Issue 6, June 2016, Pages 4106-4117. Date of Publication: 3 June 2015

26. Cooperative network design: A Nash bargaining solution approach [editor]
    K. Avrachenkov, J. Elias, F. Martignon, G. Neglia, L. Petrosyan, Elsevier Computer Networks, Volume 83, 4 June 2015, pp. 265-279

27. Distributed Weight Selection in Consensus Protocols by Schatten Norm Minimization [editor], [preprint]
    M. El Chamie, G. Neglia, K. Avrachenkov, IEEE Transactions on Automatic Control, Volume 60, Issue 5, Apr. 2015, pp. 1350–1355. Date of Publication: 28 August 2014

28. Performance evaluation of hierarchical TTL-based cache networks [editor], [preprint]
    N. Choungmo Fofack, P. Nain, G. Neglia, D. Towsley, Elsevier Computer Networks, Volume 65, 2 June 2014, Pages 212–231

29. Benefits of Network Coding for Unicast Application in Disruption Tolerant Networks [editor], [preprint]
    X. Zhang, G. Neglia, J. Kurose, D. Towsley, H. Wang, IEEE Transactions on Networking, Volume 21, Issue 5, Pages 1407-1420, Oct. 2013. Date of Publication: 19 November 2012

30. Timely Data Delivery in a Realistic Bus Network [editor], [preprint], [bibtex]
    U.G. Acer, P. Giaccone, D. Hay, G. Neglia, S. Tarapiah, IEEE Transactions on Vehicular Technologies, Volume 61, Issue 3, 2012, Pages 1251-1265. Date of Publication: 28 August 2014

31. On the Robustness of BitTorrent Swarms to Greedy Peers [editor], [preprint with appendices], [bibtex]
    D. Carra, G. Neglia, P. Michiardi, F. Albanese, IEEE Transactions on Parallel and Distributed Systems, Volume 22, Issue 12, December 2011, Pages 2071-2078

32. MAC Design for WiFi Infrastructure Networks: A Game-Theoretic Approach [editor], [preprint], [bibtex]
    I. Tinnirello, L. Giarrè, G. Neglia, IEEE Transactions on Wireless Communications, Volume 10, Issue 8, August 2011, Pages 2510-2522

33. A Game Theoretic Analysis of Network Design with Socially-Aware Users [editor], [preprint], [bibtex]
    J. Elias, F. Martignon, K. Avrachenkov, G. Neglia, Elsevier Computer Networks, Volume 55, Issue 1, January 2011, Pages 106-118

34. Fitting genetic algorithms to distributed on-line evolution of network protocols [editor], [preprint], [bibtex]
    S. Alouf, G. Neglia, I. Carreras, D. Miorandi, A. Fialho, Elsevier Computer Networks, Volume 54, Issue 18, December 2010, Pages 3402-3420

35. Medium Access in WiFi Networks: Strategies of Selfish Nodes [editor], [preprint], [bibtex]
    L. Giarrè, G. Neglia and I. Tinnirello, invited paper, IEEE Signal Processing Magazine, Volume 26, Issue 5, September 2009, Pages 124-128

36. Stability and Efficiency of Unstructured File Sharing Networks [editor], [preprint], [bibtex]
    H. Zhang, G. Neglia, D. Towsley, G. Lo Presti, IEEE Journal on Selected Areas in Communications, special issue on Game Theory, Volume 26, Issue 7, 2008, Pages 1284-1294

37. Performance Modeling of Epidemic Routing [editor], [preprint] [bibtex]
    X. Zhang, G. Neglia, J. Kurose, D. Towsley, Elsevier Computer Networks, Volume 51, Issue 10, July 2007, Pages 2867-2891

38. An Analytical Model of a new Packet Marking Algorithm for TCP flows [preprint], [bibtex]
    G. Neglia, V. Falletta, G. Bianchi, Elsevier Computer Networks, Volume 50, Issue 8, 6 June 2006, Pages 1176-1191,special issue on best papers from QoS-IP 2005

39. A new Three Color Marker for TCP flows [preprint], [bibtex]
    G. Neglia, G. Bianchi, M. Sottile, Journal of Systemics, Cybernetics and Informatics, Volume 2 - Number 6, 2004

CONFERENCES AND WORKSHOPS

2024

1. A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses
   Caelin Gordon Kaplan, Chuan Xu, Othmane Marfoq, Giovanni Neglia, Anderson Santana de Oliveira, 24th Privacy Enhancing Technologies Symposium (PETS 2024), Bristol, UK, July 15–20, 2024

   2023

2. Federated Learning with Packet Losses
   Angelo Rodio, Giovanni Neglia, Fabio Busacca, Stefano Mangione, Sergio Palazzo, Francesco Restuccia, Ilenia Tinnirello, The 26th International Symposium On Wireless Personal Multimedia Communications (WPMC2023), Tampa, Florida, USA, November 19-22, 2023

3. Enabling Long-term Fairness in Dynamic Resource Allocation [preprint]
   Tareq Si Salem, George Iosifidis, Giovanni Neglia, ACM SIGMETRICS 2023, Orlando, Florida, USA, June 19-23, 2023

4. Federated Learning under Heterogeneous and Correlated Client Availability [editor], [extended]
   Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi, IEEE Conference on Computer Communications (INFOCOM), Hoboken, New Jersey, USA, May 17-20, 2023

5. Federated Learning for Data Streams [editor], [preprint]
   Othmane Marfoq, Giovanni Neglia, Laetitia Kameni, Richard Vidal, International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, April 25-27, 2023

   2022

6. Computing the Hit Rate of Similarity Caching [preprint]
   Younes Ben Mazziane, Sara Alouf, Giovanni Neglia, Daniel Sadoc Menasche, IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, December 4-8, 2022

7. A Novel Model-Based Attribute Inference Attack in Federated Learning [preprint]
   Ilias Driouich, Chuan Xu, Giovanni Neglia, Frederic Giroire, and Eoin Thomas, International Workshop on Federated Learning: Recent Advances and New Challenges in Conjunction with NeurIPS 2022 (FL-NeurIPS'22), December 2, 2002

8. FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings [preprint]
   Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Teleńczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux, Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS 2022) Track Datasets and Benchmarks, November 29-December 1, 2022

9. Regularized Bottleneck with Early Labeling [preprint]
   Gabriele Castellano, Fabio Pianese, Damiano Carra, Tianzhu Zhang, Giovanni Neglia, ITC 2022 - 34th International Teletraffic Congress, Shenzhen, China, September 14-16, 2022

10. Personalized Federated Learning through Local Memorization [preprint]
    Othmane Marfoq, Laetitia Kameni, Richard Vidal, Giovanni Neglia, International Conference on Machine Learning (ICML), July, 2022

11. A Formal Analysis of the Count-Min Sketch with Conservative Updates [preprint]
    Younes Ben Mezziane, Sara Alouf, and Giovanni Neglia, The Second IEEE INFOCOM Workshop on Networking Algorithms, online, May 2-5, 2022

12. Online Caching Networks with Adversarial Guarantees [editor], [preprint]
    Yuanyuan Li, Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis, ACM SIGMETRICS / IFIP PERFORMANCE 2022, Mumbai, India June 6-10, 2022

13. Caching for dataset-based workloads with heterogeneous file sizes [preprint]
    Olga Chuchuk, Giovanni Neglia, Markus Schulz, and Dirk Duellmann, International Symposium on Grids & Clouds, March 21-25, 2022

    2021

14. Federated Multi-Task Learning under a Mixture of Distributions [preprint]
    Othmane Marfoq, Giovanni Neglia, Aurélien Bellet, Laetitia Kameni, and Richard Vidal, Proc. of the Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021). A shorter version [pdf] was selected as oral presentation at the International Workshop on Federated Learning for User Privacy and Data Confidentiality in conjunction with ICML 2021 (FL-ICML'21)

15. Efficient Passive Membership Inference Attack in Federated Learning [preprint]
    Oualid Zari, Chuan Xu, and Giovanni Neglia, NeurIPS workshop on Privacy in Machine Learning (PriML) 2021
    

16. What else is leaked when eavesdropping Federated Learning? [preprint]
    Chuan Xu and Giovanni Neglia, ACM CCS workshop Privacy Preserving Machine Learning (PPML), online, November 19, 2021
    

17. Taking two Birds with one k-NN Cache [editor], [preprint]
    D. Carra and G. Neglia, Proc. of The 2021 IEEE Global Communications Conference (Globecom 2021), Madrid, Spain, December 7-11, 2021

18. Caching Heterogeneous Size Content in Small Cell Networks with CoMP Joint Transmissions [preprint]
    Guilherme Iecker Ricardo, Giovanni Neglia, and Thrasyvoulos Spyropoulos, Proc. of The 2021 IEEE Global Communications Conference (Globecom 2021), Madrid, Spain, December 7-11, 2021

19. AÇAI: Ascent Similarity Caching with Approximate Indexes [preprint], [extended]
    Tareq Si Salem, Giovanni Neglia, Damiano Carra, Proc. of the 33rd International Teletraffic Congress (ITC-33), online conference, August 31st-September 3rd, 2021
    BEST PAPER AWARD

20. Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees [extended], [video]
    Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, and Andrea Araldo, Proc. of the 19th Mediterranean Communication and Computer Networking Conference (MedComNet 2021), online conference, June 15-17, 2021

21. GRADES: Gradient Descent for Similarity Caching [preprint]
    Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, and Ramesh K. Sitaraman, Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2021), online conference, May 10-13, 2021

22. No-Regret Caching via Online Mirror Descent [preprint], [video]
    Tareq Si Salem, Giovanni Neglia, and Stratis Ioannidis, Proc. of IEEE International Converence on Communications (ICC), June 14-23, 2021

    2020

23. Throughput-Optimal Topology Design for Cross-Silo Federated Learning [editor], [preprint]
    Othmane Marfoq, Chuan Xu, Giovanni Neglia, and Richard Vidal, Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), December 6-12, online conference

24. A New Upper Bound on Cache Hit Probability for Non-Anticipative Caching Policies [editor], [preprint]
    Nitish Kumar Panigrahy, Philippe Nain, Giovanni Neglia, and Don Towsley, Performance 2020, November 2-6, 2020, Milano, Italy

25. Efficient Miss Ratio Curve Computation for Heterogeneous Content Popularity [editor], [preprint]
    Damiano Carra and Giovanni Neglia, USENIX Annual Technical Conference (ATC), July 15-17, 2020

26. Dynamic Backup Workers for Parallel Machine Learning [editor], [preprint]
    Chuan Xu, Giovanni Neglia, and Nicola Sebastianelli, IFIP Networking, June 22-25, 2020. A longer version is available on arXiv

27. Similarity Caching: Theory and Algorithms [editor], [preprint]
    Michele Garetto, Emilio Leonardi, Giovanni Neglia, Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2020), Toronto, Canada, July, 2020 A longer version is available on arXiv

28. Decentralized gradient methods: does topology matter? [editor], [preprint]
    Giovanni Neglia, Chuan Xu, Don Towsley, and Gianmarco Calbi, 23rd International Conference on Artificial Intelligence and Statistics (AISTATS). Palermo, Italy, June 2020

29. Caching Policies for Delay Minimization in Small Cell Networks with Joint Transmissions [editor], [preprint]
    Guilherme Ricardo, Giovanni Neglia, and Spyropoulos Thrasyvoulos, IEEE International Conference on Communications (ICC). Dublin, Ireland, June 2020

    2019

30. How often should I access my online social networks? [editor], [preprint]
    Eduardo Hargreaves, Daniel Sadoc Menasche, Giovanni Neglia, IEEE 27th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Rennes, France, 2019

31. Com que frequência devo acessar as minha redes sociais? Eduardo Hargreaves, Daniel Sadoc Menasche, Giovanni Neglia, [preprint]
    VIII Brazilian Workshop on Social Network Analysis and Mining, Belem, PA, Brazil, July 17-18, 2019

32. The Role of Network Topology for Distributed Machine Learning [editor], [preprint]
    G. Neglia, G. Calbi, D. Towsley, G. Vardoyan, Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, April 29 - May 2, 2019

33. TTL-based Cloud Caches [editor], [preprint]
    D. Carra, G. Neglia, P. Michiardi, Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, April 29 - May 2, 2019

    2018

34. Feedforward Neural Networks for Caching: Enough or Too Much? [editor], [preprint]
    V. Fedchenko, G. Neglia, B. Ribeiro, Workshop on AI in Networks (WAIN), Toulouse, France, December 6, 2018

35. Fairness in Online Social Network Timelines: Measurements, Models and Mechanism Design [preprint]
    E. Hargreaves, C. Agosti, D. Menasché, G. Neglia, A. Reiffers-Masson, E. Altman, IFIP WG Performance, Toulouse, France, December 5-7, 2018

36. Biases in the Facebook News Feed: a Case Study on the Italian Elections [preprint]
    E. Hargreaves, C. Agosti, D. Menasché, G. Neglia, A. Reiffers-Masson, E. Altman, International Symposium on Foundations of Open Source Intelligence and Security Informatics (FOSINT-SI 2018), Barcelona, Spain, August 28-31, 2018

37. Visibilidade no Facebook: Modelos, Medições e Implicações [preprint]
    E. Hargreaves, D. Menasché, G. Neglia, C. Agosti, VII Brazilian Workshop on Social Network Analysis and Mining (Brasnam), Natal, RN, Brazil, July 24-25, 2018
    BEST PAPER AWARD

    2017

38. Optimal Cache Allocation for Femto Helpers with Joint Transmission Capabilities [editor], [preprint]
    A. Tuholukova, G. Neglia, T. Spyropoulos, Proc. of the IEEE International Conference on Communications (ICC), Paris, France, 21-25 May 2017

39. Cache Policies for Linear Utility Maximization [preprint]
    G. Neglia, D. Carra, P. Michiardi, Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2017), Atlanta, GA, USA, 1-4 May 2017

40. Simulated Annealing for Edge Partitioning [preprint]
    H. Mykhailenko, G. Neglia, F. Huet, Computer Communications Workshops (INFOCOM WKSHPS), 2017 IEEE Conference on, Atlanta, United States, May 2017

    2016

41. Comparison of Edge Partitioners for Graph Processing [preprint], [bibtex]
    H. Mykhailenko, F. Huet, G. Neglia, Proc. of the 2016 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, USA, December 2016

42. Which Metrics for Vertex-Cut Partitioning? [preprint], [bibtex]
    H. Mykhailenko, G. Neglia, F. Huet, Proc. of the 11th International Conference for Internet Technology and Secured Transactions (ICITST), Barcelona, Spain, December 2016

43. Access-time aware cache algorithms [preprint], [bibtex]
    G. Neglia, D. Carra, M. Feng, V. Janardhan, P. Michiardi, D. Tsigkari, Proc. of the First International Conference in Networking Science & Practice (ITC 28), Würzburg, Germany, September 12-16, 2016
    BEST PAPER AWARD

44. Subsampling for Chain-Referral Methods [preprint] [bibtex]
    K. Avrachenkov, G. Neglia, A. Tuholukova, Proc. of the 23rd International Conference on Analytical and Stochastic Modelling Techniques and Applications (ASMTA 2016), Cardiff, UK, August 24-26, 2016

45. Performance Evaluation of Train Moving-Block Control [preprint]
    G. Neglia, S. Alouf, A. Dandoush, S. Simoens, P. Dersin, A. Tuholukova, J. Billion, Pascal Derouet, Proc. of the 13th International Conference on Quantitative Evaluation of SysTems (QEST 2016), Québec City, Québec, Canada, August 23-25, 2016

46. ns-3 Based Framework for Simulating Communication Based Train Control (CBTC) Systems [preprint]
    A. Dandoush, A. Tuholukova, S. Alouf, G. Neglia, S. Simoens, P. Derouet, P. Dersin, Workshop on ns-3 (WNS3), Seattle, Washington, USA, June 15-16, 2016

47. Geographical Load Balancing across Green Datacenters: a Mean Field Analysis [preprint]
    G. Neglia, M. Sereno, G. Bianchi, Greenmetrics workshop 2016, in conjunction with ACM Sigmetrics/IFIP Performance, Juan-les-Pins, France, June 14, 2016

48. Dissecting Demand Response Mechanisms: the Role of Consumption Forecasts and Personalized Offers [preprint]
    A. Benegiamo, P. Loiseau, G. Neglia, The 2016 Americal Control Conference (ACC 2016), Boston, USA, July 6-8 2016

49. Growing Networks Through Random Walks Without Restarts [preprint]
    B. Amorim, D. Figueiredo, G. Iacobelli, G. Neglia, Proc. of the 7th Workshop on Complex Networks (CompleNet 2016), March 23-25, 2016, Dijon, France

    2015

50. Scalable and Privacy-Preserving Admission Control for Smart Grids [preprint]
    G. Neglia, G. Di Bella, L. Giarré, I. Tinnirello, IEEE 54th Annual Conference on Decision and Control (CDC 2015), Osaka, Japan, December 2015

51. Geographically Fair In-Network Caching for Mobile Data Offloading [preprint]
    M. El Chamie, C. Barakat, G. Neglia, Proc. of IFIP Networking 2015, Toulouse, France, May, 2015

    2014

52. On the Complexity of Optimal Electric Vehicles Recharge Scheduling [preprint]
    C. Rottondi, G. Neglia and G. Verticale, IEEE Online GreenComm, 2014
    BEST PAPER AWARD

53. Unidirectional Direct Load Control through Smart Plugs [preprint]
    G. Neglia, G. Di Bella, L. Giarré and I. Tinnirello, IEEE 53rd Annual Conference on Decision and Control (CDC 2014), Los Angeles, CA, USA

54. PlugStar: A low cost solution for programmable control of domestic loads [preprint]
    G. Galioto, N. Galioto, C. Giaconia, L. Giarre, G. Neglia, and I. Tinnirello, AEIT Annual Conference - From Research to Industry: The Need for a More Effective Technology Transfer (AEIT), 2014

55. Graph Clustering Based on Mixing Time of Random Walks [preprint]
    K. Avrachenkov, M. El Chamie, and G. Neglia, IEEE International Conference on Communications (ICC 2014), June 2014, Sydney, Australia

56. Newton's Method for Constrained Norm Minimization and Its Application to Weighted Graph Problems [preprint]
    M. El Chamie and G. Neglia, American Control Conference (ACC 2014), June 2014, Portland, OR, United States of America

57. Pay Few, Influence Most: Online Myopic Network Covering [preprint]
    K. Avrachenkov, P. Basu, G. Neglia, B. Ribeiro and D. Towsley, IEEE Infocom workshop on Network Science for Communication Networks (NetSciCom), 2 May 2014, Toronto, Canada
    BEST PAPER AWARD

58. How to Network in Online Social Networks [preprint]
    G. Neglia, X. Ye, M. Gabielkov, A. Legout, IEEE Infocom workshop on Network Science for Communication Networks (NetSciCom), 2 May 2014, Toronto, Canada

59. Unidirectional Probabilistic Direct Control for Deferrable Loads [preprint]
    G. Neglia, G. Di Bella, L. Giarré and I. Tinnirello, IEEE Infocom Workshop on Communications and Control for Smart Energy Systems (CCSES), April 28 2014, Toronto, Canada

    2013

60. Modeling energy demand aggregators for residential consumers [preprint]
    G. Di Bella, L. Giarré, M. Ippolito, A. Jean-Marie, G. Neglia, and I. Tinnirello, IEEE 52nd Annual Conference on Decision and Control (CDC), pp.6280--6285, 10-13 Dec. 2013, Firenze, Italy

61. On Optimal Packet Routing in Deterministic DTNs [preprint] [bibtex]
    G. Neglia, X. Zhang, J. Kurose, D. Towsley, H. Wang, IEEE 77th Vehicular Technology Conference: (VTC2013-Spring), 2-5 June 2013, Dresden, Germany
    BEST PAPER AWARD

62. Reducing Communication Overhead for Average Consensus [preprint] [bibtex]
    M. El Chamie, G. Neglia, K. Avrachenkov, IFIP 12th International Conference on Networking (IFIP Networking 2013), May 22-24 2013, Brooklyn, New York, USA

63. Topology versus Link Strength for Information Dissemination in Networks [preprint] [bibtex]
    L. Severini, M. El Chamie, G. Neglia, 15èmes Rencontres Francophones pour les Aspects Algorithmiques des Télécommunications (Algotel 2013), May 28-31 2013, Pornic, Loire-Atlantique, France

    2012

64. Analysis of TTL-based Cache Networks [pdf], [bibtex]
    N. Choungmo Fofack, P. Nain, G. Neglia, D. Towsley, 6th International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2012), October 9-12, 2012, Cargèse, France
    BEST STUDENT PAPER AWARD

    2011

65. Achieving Fair Bandwidth Distribution in WiFi Networks: A Game Theoretical Approach [pdf], [bibtex]
    I. Tinnirello, L. Giarrè, G. Neglia, 18th IFAC World Congress, August 28-September 2, 2011, Milan, Italy

66. A Local Average Consensus Algorithm for Wireless Sensor Networks [pdf], [bibtex]
    K. Avrachenkov, M. El Chamie, G. Neglia, 5th International Workshop on Localized Algorithms and Protocols for Wireless Sensor Networks (LOCALGOS 2011), 29 June, 2011, Barcelona, Spain, in conjunction with the 7th International Conference on Distributed Computing in Sensor Systems (DCOSS)

67. A Nash Bargaining Solution for Cooperative Network Formation Games [pdf], [bibtex]
    K. Avrachenkov, J. Elias, F. Martignon, G. Neglia, L. Petrosyan, 10th Int. IFIP TC6 Conference on Networking (NETWORKING), 9-13 May, 2011, Valencia, Spain

68. Distributed Sub-gradient Method for Delay Tolerant Networks [editor], [preprint], [bibtex]
    R. Masiero, G. Neglia, 30th IEEE Conference on Computer Communications (INFOCOM), Mini-Conference, 10-15 April, Shangai, China

69. Timely Data Delivery in a Realistic Bus Network [editor], [preprint], [bibtex]
    U. Acer, P. Giaccone, D. Hay, G. Neglia, S. Tarapiah, 30th IEEE Conference on Computer Communications (INFOCOM), Mini-Conference, 10-15 April, Shangai, China

    2010

70. A Game Theoretic Approach to MAC Design for Infrastructure Networks [pdf], [bibtex]
    I. Tinnirello, L. Giarrè, G. Neglia, 49th IEEE Conference on Decision and Control (CDC), December 15-17, 2010, Atlanta, GA, USA

71. Socially-Aware Network Design Games [pdf], [bibtex]
    J. Elias, F. Martignon, K. Avrachenkov, G. Neglia, 29th IEEE Conference on Computer Communications (INFOCOM), Mini Conference, March 15-19, 2010, San Diego CA, USA

2009

72. Distributed Gradient Optimization for Epidemic Routing: a Preliminary Evaluation [pdf], [bibtex]
    G. Neglia, G. Reina, S. Alouf, 2nd IFIP Wireless Days, December 15-17, 2009, Paris, France

73. Routing in Quasi-Deterministic Intermittently Connected networks [pdf], [bibtex]
    P. Giaccone, D. Hay, G. Neglia, L. Rocha, invited paper at the 4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems (BIONETICS), December 10-13, 2009, Avignon, France

74. Resource sharing optimality in WiFi infrastructure networks [pdf], [bibtex]
    L. Giarrè, G. Neglia and I. Tinnirello, 48th IEEE Conference on Decision and Control (CDC), December 16-18, 2009, Shangai, China

75. Performance Analysis of Selfish Access Strategies on WiFi Infrastructure Networks [pdf], [bibtex]
    L. Giarrè, G. Neglia and I. Tinnirello, 52nd IEEE Global Communications Conference (GLOBECOM), November 30-December 4, 2009, Honolulu, HI, USA

76. The Role of the Access Point in Wi-Fi Networks with Selfish Nodes [pdf], [bibtex]
    I. Tinnirello, L. Giarrè and G. Neglia, 1st International Conference on Game Theory for Networks (GameNets), May 13-15, Instanbul, Turkey, Pages 631-637

77. Strategic Reasoning About Bundling in Peer-to-Peer Networks [pdf], [bibtex]
    D. S. Menasche, G. Neglia and D. Towsley, invited paper at the 1st International Conference on Game Theory for Networks (GameNets), May 13-15, Instanbul, Turkey, Pages 631-637

78. Decentralized stochastic control of delay tolerant networks, [pdf], [bibtex]
    E. Altman, G. Neglia, F. De Pellegrini, and D. Miorandi, 28th IEEE Conference on Computer Communications (INFOCOM), April 19-25, 2009, Rio de Janeiro, Brazil
    

79. Compound TCP with Random Losses, [pdf] [bibtex]
    A. Blanc, K. Avrachenkov, D. Collange, G. Neglia, IFIP Networking 2009, May 11-15, 2009, Aachen, Germnay
    

    2008

80. On the Impact of Greedy Strategies in BitTorrent Networks: the Case of BitTyrant [pdf], [bibtex]
    D. Carra, G. Neglia, P. Michiardi, 8th International Conference on Peer-to-Peer Computing 2008 (P2P'08), September 8-11, 2008, Aachen, Germany
    

    2007

81. Evaluating Activator-Inhibitor Mechanisms for Sensors Coordination [pdf], [bibtex]
    G. Neglia, G. Reina, 2nd International Conference on Bio-Inspired Models of Network, Information, and Computing Systems (BIONETICS), December 10-13, 2007, Budapest, Hungary
    BEST PAPER AWARD

82. Embedding Evolution in Epidemic-Style Forwarding [pdf]
    S. Alouf, I. Carreras, D. Miorandi, G. Neglia, Bionetworks 2007, A Workshop on Socially and Biologically Inspired Wired and Wireless Networks, October 8, 2007, Pisa, Italy, in conjunction with IEEE MASS 2007, a longer version is available as INRIA Research Report 6140
    

83. A network formation game approach to study BitTorrent Tit-for-Tat [pdf]
    G. Neglia, G. Lo Presti, H. Zhang, D. Towsley, invited paper at the EuroFGI International Conference on Network Control and Optimization, June 5-7, 2007, Avignon, France
    

84. Availability in BitTorrent Systems [pdf]
    G. Neglia, G. Reina, H. Zhang, D. Towsley, A. Venkataramani, J. Danaher, 26th Annual IEEE Conference on Computer Communications (INFOCOM) , May 6-12, 2007, Anchorage, Alaska, USA, a longer version is available as UMass Technical Report 06-41 [pdf]
    

85. On Unstructured File Sharing Networks [pdf]
    H. Zhang, G. Neglia, D. Towsley, G. Lo Presti, 26th Annual IEEE Conference on Computer Communications (INFOCOM) , May 6-12, 2007, Anchorage, Alaska, USA, a longer version is available as UMass Technical Report 06-40 [pdf]
    

    2006

86. Optimal Delay-Power Tradeoff in Sparse Delay Tolerant Networks: a preliminary study [pdf]
    G. Neglia, X. Zhang, ACM SIGCOMM workshop on Challenged Networks (CHANTS 2006), September 15, 2006, Pisa, Italia

87. On the Benefits of Random Linear Coding for Unicast Applications in Disruption Tolerant Networks [pdf] [ps(rar)],
    X. Zhang, G. Neglia, J. Kurose, D. Towsley, Second Workshop on Network Coding, Theory, and Applications, April 3-7, 2006, Boston, MA, USA

88. Performance Modeling of Epidemic Routing [ps] [ps(rar)],
    X. Zhang, G. Neglia, J. Kurose, D. Towsley, Networking 2006, 15-19 May 2006, Coimbra, Portugal

    2005

89. AQM Generalized Nyquist stability in multiple bottleneck networks [pdf],
    D. Bauso, D. Di Bernardo, L. Giarrè,G. Neglia, 16th IFAC World Congress, 4-8 July 2005, Prague, Czech Republic

90. Performance evaluation of Peer-to-Peer file sharing systems: analytical models and simulation tools [pdf],
    F. Lo Piccolo, G. Neglia, G. Bianchi Infocom 2005 Student Workshop, 14 March 2005, Miami, FL, USA

91. An Analytical Model of a new Packet Marking Algorithm for TCP flows [ps] [ps(rar)],
    G. Neglia, V. Falletta, G. Bianchi, QoS-IP, 2-5 January 2005, Catania, Italy

    2004

92. Is TCP Packet Reordering Always Harmful? [pdf] [ps] [ps(rar)],
    G. Neglia, V. Falletta, G. Bianchi, MASCOTS 2004, October 5-7 2004, Volendam, The Netherlands

93. The Effect of Heterogeneous Link Capacities in BitTorrent-like File Sharing System [ps] [ps(rar)],
    F. Lo Piccolo, G. Neglia, G. Bianchi, International Workshop on Hot Topics in Peer-to-Peer Systems (HOT-P2P 2004), 8 October 2004, Volendam, The Nederlands, in conjunction with MASCOTS 2004

94. About the Stability of Active Queue Management Mechanism [pdf] [ps] [ps(rar)]
    D. Bauso, L. Giarrè, G. Neglia, ACC 2004, 30 June-2 July 2004, Boston, MA, USA

95. AQM Stability in Multiple Bottleneck Networks [ps] [ps(rar)]
    D. Bauso, L. Giarrè, G. Neglia, ICC 2004, 20-24 June 2004, Paris, France

96. An Analytical Model of a new Packet Marking Algorithm for TCP flows: preliminary insights [ps] [ps(rar)] [extended ps] [extended ps(rar)],
    G. Neglia, G. Bianchi, V. Falletta, ISCCSP 2004, 21-24 March 2004, Hammamet, Tunisia

97. Active Queue Management Stability in Multiple Bottleneck Networks,
    D. Bauso, L. Giarrè, G. Neglia, ISCCSP 2004, 21-24 March 2004, Hammamet, Tunisia

    2003

98. Performance Evaluation of a new Adaptive Packet Marking Scheme for TCP over DiffServ Networks [pdf],
    G. Neglia, G. Bianchi, M. Sottile, Globecom 2003, Dec. 2003, San Francisco, CA, USA

99. A new Three Color Marker for TCP flows [ps] [ps(rar)],
    G. Neglia, G. Bianchi, M. Sottile, CCCT'03, July 31, August 1-2, 2003, Orlando, FL, USA

    2002

100. Performance Improvements on Self-Similar Traffic using Measurement-Based Admission Control [pdf] [ps] [ps(rar)],
     V. Mancuso, G. Neglia, G. Bianchi, Internet Computer Symposium, Dec. 2002, Hua-lien

101. Adaptive Low Priority Packet Marking for Better TCP Performance [pdf] [ps] [ps(rar)],
     G. Neglia, G. Bianchi, F. Saitta, D. Lombardo, Net-Con'2002, Oct. 2002, Parigi

102. On the Self-Similarity of Measurement-Based Admission Controlled Traffic [pdf],
     G. Bianchi, V. Mancuso, G. Neglia, Globecom2002, Nov. 2002, Taipei

103. A Simulation Study of TCP Performance over Satellite Channels
     F. Saitta, V. Mancuso, G. Neglia, I. Tinnirello, 53rd International Astronautical Congress, Oct. 2002, Houston

104. Is Admission Controlled Traffic Self-Similar? [ps] [ps(rar)],
     G. Bianchi, V. Mancuso, G. Neglia, Networking2002, May 2002, Pisa, Italy

     2001

105. IP Videoconferencing using a Quality of Service Public Network [pdf],
     G. Cinque, M. Crudele, G. Neglia, G. Razzicchia, M. Venditti, MEDINFO 2001, Sept. 2001, Londra, UK