• Repeated Games with Vector Losses: A Set-valued Dynamic Programming Approach
    Vijay Kamble, Patrick Loiseau, and Jean Walrand
    arxiv code
  • On non-monetary incentives for the provision of public goods
    Michela Chessa and Patrick Loiseau
    working paper
  • Incentivizing Efficiency in Local Public Good Games and Applications to the Quantification of Personal Data in Networks
    Michela Chessa and Patrick Loiseau
    working paper
  • Algorithms for scheduling malleable tasks
    Xiaohu Wu and Patrick Loiseau
    arxiv
  • Simple algorithms for scheduling moldable tasks
    Xiaohu Wu and Patrick Loiseau
    arxiv

  • Dissecting demand response mechanisms: The role of consumption forecasts and personalized offers
    Alberto Benegiamo, Patrick Loiseau, and Giovanni Neglia
    Sustainable Energy, Grids and Networks, 16:156-166, December 2018
    DOI
  • A game-theoretic analysis of adversarial classification
    Lemonia Dritsoula, Patrick Loiseau, and John Musacchio
    IEEE Transactions on Information Forensics and Security, 12(12):3094–3109, December 2017
    PDF arxiv (full version) DOI
  • Cooperation and End-to-End in the Internet
    Raimo Kantola, Hammad Kabir, and Patrick Loiseau
    International Journal of Communication Systems, 30(12):e3268, August 2017
    DOI
  • A Study of the Impact of DNS Resolvers on CDN Performance Using a Causal Approach
    Hadrien Hours, Ernst Biersack, Patrick Loiseau, Alessandro Finamore, and Marco Mellia
    Computer Networks, Special issue on "Traffic and Performance in the Big Data Era", 109, Part 2:200 – 210, 2016
    PDF (main) PDF (appendix) DOI
  • A causal approach to the study of TCP performance
    Hadrien Hours, Ernst Biersack, and Patrick Loiseau
    ACM Transactions on Intelligent Systems and Technology, Special Issue on “Causal Discovery and Inference” (K. Zhang, J. Li, E. Bareinboim, B. Schölkopf, and J. Pearl, editors), 7(2):25:1–25:25, January 2016
    PDF DOI
  • Incentive mechanisms for internet congestion management: Fixed-budget rebate versus time-of-day pricing
    Patrick Loiseau, Galina Schwartz, John Musacchio, Saurabh Amin, and S. Shankar Sastry
    IEEE/ACM Transactions on Networking, 22(2):647–661, 2014
    PDF arxiv DOI
  • Large deviations estimates for the multiscale analysis of heart rate variability
    Patrick Loiseau, Claire Médigue, Paulo Gonçalves, Najmeddine Attia, Stéphane Seuret, François Cottin, Denis Chemla, Michel Sorine, and Julien Barral
    Physica A, 391(22):5658–5671, November 2012
    PDF DOI
  • Dynamic resource management in clouds: A probabilistic approach
    Paulo Gonçalves, Shubhabrata Roy, Thomas Begin, and Patrick Loiseau
    IEICE Transactions on Communications, special section on Networking Technologies for Cloud Services, E95-B(8):2522–2529, 2012. (Invited paper)
    arxiv DOI
  • Large deviations for the local fluctuations of random walks
    Julien Barral and Patrick Loiseau
    Stochastic Processes and their Applications, 121(10):2272–2302, 2011
    arxiv DOI
  • A long-range dependent model for network traffic with flow-scale correlations
    Patrick Loiseau, Paulo Gonçalves, and Pascale Vicat-Blanc Primet
    Stochastic Models, 27:333–361, 2011
    PDF DOI
  • Application of cardiac autonomous indices in the study of neurogenic erectile dysfunction
    Edmundo Pereira de Souza Neto, Elmer Andrés Fernández, Patrice Abry, Béatrice Cuzine, Patrick Loiseau, Christian Baude, Jean Frutoso, Claude Gharib, and Xavier Martin
    Urologia Internationalis, 86(3):290–297, 2011
    DOI
  • Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility
    Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, and Pascale Vicat-Blanc Primet
    IEEE/ACM Transactions on Networking, 18(4):1261–1274, August 2010
    PDF DOI
  • Empirical mode decomposition to assess cardiovascular autonomic control in rats
    Edmundo Pereira de Souza Neto, Patrice Abry, Patrick Loiseau, Jean-Christophe Cejka, Marc-Antoine Custaud, Jean Frutoso, Claude Gharib, and Patrick Flandrin
    Fundamental & Clinical Pharmacology, 21(5):481–496, October 2007
    PDF DOI

  • Measuring the Facebook Advertising Ecosystem
    Athanasios Andreou, Marcio Silva, Fabricio Benevenuto, Oana Goga, Patrick Loiseau, and Alan Mislove
    In Proceedings of the Network and Distributed System Security Symposium (NDSS), February 2019.
    PDF
  • Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations
    Abhijnan Chakraborty, Gourab K Patro, Niloy Ganguly, Krishna P Gummadi, and Patrick Loiseau
    In Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAT*), January 2019.
    PDF
  • Lethe: Conceal Content Deletion from Persistent Observers
    Mohsen Minaei, Mainack Mondal, Patrick Loiseau, Krishna Gummadi, and Aniket Kate
    In Proceedings of the 19th Privacy Enhancing Technologies Symposium (PETS), July 2019.
    PDF
  • Efficient computation of approximate equilibria in discrete Colonel Blotto games
    Dong Quan Vu, Patrick Loiseau, and Alonso Silva
    In Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), July 2018.
    PDF HAL (full version) DOI
  • A simple and efficient algorithm to compute epsilon- equilibria of discrete Colonel Blotto games
    Dong Quan Vu, Patrick Loiseau, and Alonso Silva
    In Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), July 2018. (Poster with extended abstract)
    Note: The IJCAI version above supersedes this extended abstract.
    PDF
  • Privacy Risks with Facebook’s PII-based Targeting: Auditing a Data Broker’s Advertising Interface
    Giridhari Venkatadri, Athanasios Andreou, Yabing Liu, Alan Mislove, Krishna P. Gummadi, Patrick Loiseau, and Oana Goga
    In Proceedings of the 39th IEEE Symposium on Security and Privacy (S&P), May 2018
    PDF
    Press coverage: WIRED The Telegraph Siècle digital Naked Security Fast Company The Economist
  • On the potential for discrimination in online targeted advertising
    Till Speicher, Muhammad Ali, Giridhari Venkatadri, Filipe Nunes Ribeiro, George Arvanitakis, Fabrício Benevenuto, Krishna P. Gummadi, Patrick Loiseau, and Alan Mislove
    In Proceedings of the Conference on Fairness, Accountability, and Transparency (FAT*), February 2018
    Best Paper Award nominee
    PDF
    Press coverage: The Verge
  • Investigating ad transparency mechanisms in social media: A case study of Facebook’s explanations
    Athanasios Andreou, Giridhari Venkatadri, Oana Goga, Krishna P. Gummadi, Patrick Loiseau, and Alan Mislove
    In Proceedings of the Network and Distributed System Security Symposium (NDSS), February 2018
    PDF software
    Press coverage: The Guardian ABC Bloomberg BusinessweekQuartzLe Figaro
  • Towards designing cost-optimal policies to utilize iaas clouds with online learning
    Xiaohu Wu, Patrick Loiseau, and Esa Hyytia
    In Proceedings of the 2017 IEEE International Conference on Cloud and Autonomic Computing (ICCAC), September 2017
    PDF DOI
  • Identity vs. attribute disclosure risks for users with multiple social profiles
    Athanasios Andreou, Oana Goga, and Patrick Loiseau
    In Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), August 2017
    Best Paper Award runner-up
    PDF DOI
  • Dissecting demand response mechanisms: the role of consumption forecasts and personalized offers
    Alberto Benegiamo, Patrick Loiseau, and Giovanni Neglia
    In Proceedings of the American Control Conference (ACC), July 2016
    Note: The SEGAN version above supersedes this conference version.
    PDF hal
  • Algorithms for scheduling deadline-sensitive malleable tasks
    Xiaohu Wu and Patrick Loiseau
    In Proceedings of the 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), September 2015
    PDF arxiv DOI
  • On the reliability of profile matching across large online social networks
    Oana Goga, Patrick Loiseau, Robin Sommer, Renata Teixeira, and Krishna P. Gummadi
    In Proceedings of the 21st ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD), August 2015
    PDF arxiv (full version) DOI data
    Press coverage: Motherboard
  • A study of the impact of DNS resolvers on performance using a causal approach
    Hadrien Hours, Ernst Biersack, Patrick Loiseau, Alessandro Finamore, and Marco Mellia
    In Proceedings of the 27th International Teletraffic Congress (ITC), September 2015
    Selected for Computer Networks special issue on "Traffic and Performance in the Big Data Era". Note: the ComNet version above supersedes this conference version.
    PDF DOI
  • A game-theoretic study on non-monetary incentives in data analytics projects with privacy implications
    Michela Chessa, Jens Grossklags, and Patrick Loiseau
    In Proceedings of the 28th IEEE Computer Security Foundations Symposium (CSF), July 2015
    PDF arxiv (full version) DOI
  • A short paper on the incentives to share private information for population estimates
    Michela Chessa, Jens Grossklags, and Patrick Loiseau
    In Proceedings of the 19th International Conference Financial Cryptography and Data Security (FC), January 2015. (Short Paper)
    Note: The CSF version above supersedes this short paper.
    PDF DOI
  • The heterogeneous colonel blotto game
    Galina Schwartz, Patrick Loiseau, and S. Shankar Sastry
    In Proceedings of the International conference on network games, control and optimization (NETGCOOP), October 2014
    PDF DOI
  • Linear regression as a non-cooperative game
    Stratis Ioannidis and Patrick Loiseau
    In Proceedings of the 9th conference on Web and Internet Economics (WINE), December 2013
    PDF arxiv DOI
  • A game-theoretical approach for finding optimal strategies in an intruder classification game
    Lemonia Dritsoula, Patrick Loiseau, and John Musacchio
    In Proceedings of the 51st IEEE Conference on Decision and Control (CDC), December 2012
    PDF arxiv DOI
  • Computing the nash equilibria of intruder classification games
    Lemonia Dritsoula, Patrick Loiseau, and John Musacchio
    In Proceedings of the third Conference on Decision and Game Theory for Security (GameSec), November 2012. (Full paper)
    PDF DOI
  • Congestion pricing using a raffle-based scheme
    Patrick Loiseau, Galina Schwartz, John Musacchio, Saurabh Amin, and S. Shankar Sastry
    In Proceedings of the International conference on network games, control and optimization (NETGCOOP), October 2011
    PDF DOI
  • On the impact of the flow-size distribution’s tail index on network performance with TCP connections
    Oana Goga, Patrick Loiseau, and Paulo Gonçalves
    In Proceedings of the 29th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (Performance), October 2011
    PDF DOI
  • Incentive schemes for internet congestion management: Raffles versus time-of-day pricing
    Patrick Loiseau, Galina Schwartz, John Musacchio, and Saurabh Amin
    In Proceedings of the 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), September 2011
    Note: An extended version of this paper appeared in IEEE/ACM Transactions on Networking 2014. The journal version above supersedes this conference version.
    PDF DOI
  • Modeling TCP throughput: an elaborated large-deviations-based model and its empirical validation
    Patrick Loiseau, Paulo Gonçalves, Julien Barral, and Pascale Vicat-Blanc Primet
    In Proceedings of the 28th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (Performance), November 2010
    Note: Proceedings published in the journal Performance Evaluation as Performance Evaluation, 67(11):1030–1043, November 2010.
    Best Paper Award runner-up
    PDF DOI
  • Maximum likelihood estimation of the flow size distribution tail index from sampled packet data
    Patrick Loiseau, Paulo Gonçalves, Stéphane Girard, Florence Forbes, and Pascale Vicat-Blanc Primet
    In Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems (SIGMETRICS/Performance), June 2009
    PDF DOI
  • Metroflux: A high performance system for analyzing flow at very fine-grain
    Patrick Loiseau, Paulo Gonçalves, Romaric Guillier, Matthieu Imbert, Yuetsu Kodama, and Pascale Vicat-Blanc Primet
    In Proceedings of the 5th International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TridentCom), April 2009
    PDF DOI

  • A cooperative game-theoretic approach to quantify the value of personal data in networks
    Michela Chessa and Patrick Loiseau
    In Proceedings of the 12th Workshop on the Economics of Networks, Systems and Computation (NetEcon), June 2017
    PDF (1-page proceedings abstract) working paper (full version) DOI
  • Causal study of network performance
    Hadrien Hours, Ernst Biersack, and Patrick Loiseau
    In Proceedings of the 17ème Rencontres Francophones sur les Aspects Algorithmiques de Télécommunications (AlgoTel), June 2014
    Note: An extended version of this paper appeared in ACM Transactions on Intelligent Systems and Technology. The journal version above supersedes this workshop version.
    PDF
  • A causal study of an emulated network. In
    Hadrien Hours, Ernst Biersack, and Patrick Loiseau
    In 10ème Atelier en Evaluation de Performances (AEP10), June 2014
    Note: An extended version of this paper appeared in ACM Transactions on Intelligent Systems and Technology. The journal version above supersedes this workshop version.
    PDF
  • How TCP can kill self-similarity
    Patrick Loiseau, Paulo Gonçalves, and Pascale Vicat-Blanc Primet
    Euro-NF workshop: Traffic Engineering and Dependability in the Network of the Future, September 2008
    PDF
  • Metroflux: A fully operational high speed metrology platform
    Patrick Loiseau, Paulo Gonçalves, Yuetsu Kodama, and Pascale Vicat-Blanc Primet
    Euro-NF workshop: New trends in modeling, quantitative methods and measurements, in cooperation with NET-COOP, September 2008
    PDF
  • Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle
    Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, and Pascale Vicat-Blanc Primet
    In 9ème Atelier en Evaluation de Performances (AEP9), June 2008
    PDF
  • A comparative study of different heavy tail index estimators of the flow size from sampled data
    Patrick Loiseau, Paulo Gonçalves, and Pascale Vicat-Blanc Primet
    In Proceedings of the MetroGrid Workshop, within the framework of GridNets International Conference, October 2007
    PDF

  • Approximate equilibria of the Colonel Blotto game
    Dong Quan Vu, Patrick Loiseau, and Alonso Silva
    In the 14th European meeting on game theory (SING14), July 2018. (1-page abstract)
  • Approximate equilibria of Blotto-type games
    Dong Quan Vu, Patrick Loiseau, and Alonso Silva
    In Journées SMAI-MODE, March 2018.
  • On non-monetary incentives for the provision of public goods
    Michela Chessa, Jens Grossklags, and Patrick Loiseau
    In the 13th European meeting on game theory (SING13), July 2017. (1-page abstract)
  • A game-theoretic study on non-monetary incentives in data analytics projects with privacy implications
    Michela Chessa, Jens Grossklags, and Patrick Loiseau
    In 8e édition de l’Atelier sur la Protection de la Vie Privée (APVP), June 2017
  • Regret-optimal strategies for playing discounted repeated games
    Vijay Kamble, Patrick Loiseau, and Jean Walrand
    In the 27th International Conference on Game Theory in Stony Brook, July 2016. (1-page abstract)
  • The impact of the graph structure on a public good provision game: a cooperative approach with applications to personal data release on social networks
    Michela Chessa and Patrick Loiseau
    In the 11th European meeting on game theory (SING11-GTM2015), July 2015. (1-page abstract)
  • Metroflux: a high performance system for very fine-grain flow analysis
    Patrick Loiseau, Paulo Gonçalves, Romaric Guillier, Matthieu Imbert, Oana Goga, Yuetsu Kodama, and Pascale Vicat-Blanc Primet
    In Grid’5000 Spring School, April 2009

  • Automated traffic measurements and analysis in Grid5000
    Patrick Loiseau, Romaric Guillier, Oana Goga, Matthieu Imbert, Paulo Gonçalves, and Pascale Vicat-Blanc Primet
    In ACM SIGMETRICS / Performance demonstration contest, June 2009
    Best Student Demonstration Award

  • The 10th Workshop on the Economics of Networks, Systems and Computation (NetEcon 2015)
    Patrick Loiseau, Aaron Roth, and Adam Wierman
    ACM Performance Evaluation Review, 43(3):47–48, December 2015. (Guest editorial)
    PDF
  • The joint Workshop on Pricing and Incentives in Networks and Systems (W-PIN+NetEcon 2014)
    John Chuang and Patrick Loiseau
    ACM Performance Evaluation Review, 42(3):2–3, December 2014. (Guest editorial)
    PDF
  • Special Issue on Pricing and Incentives in Networks and Systems: Guest Editors’ Introduction
    Costas Courcoubetis, Roch Guérin, Patrick Loiseau, David Parkes, Jean Walrand, and Adam Wierman
    ACM Transactions on Internet Technology, 14(2–3):8:1–8:3, October 2014. (Guest editorial)
    PDF
  • The joint Workshop on Pricing and Incentives in Networks and Systems (W-PIN+NetEcon 2013)
    Patrick Loiseau, David Parkes, and Jean Walrand
    ACM Performance Evaluation Review, 41(4):2–3, March 2014. (Guest editorial).
    PDF
  • The first Workshop on Pricing and Incentives in Networks (W-PIN 2012)
    Patrick Loiseau and Jean Walrand
    ACM Performance Evaluation Review, 40(2):12–13, September 2012. (Guest editorial)
    PDF

  • Combining game theory and statistical learning for security, privacy and network systems
    Patrick Loiseau
    HDR thesis, UPMC, December 2016
    thesis slides
  • Contributions to the Analysis of Scaling Laws and Quality of Service in Networks: Experimental and Theoretical Aspects
    Patrick Loiseau
    PhD thesis, ENS Lyon, December 2009
    thesis slides (in french)
  • Complex wavelets for the analysis of scaling phenomena : Numerical and theoretical study of a wavelet-based estimation of the scaling parameters
    Patrick Loiseau
    Master thesis, ENS Lyon, September 2006
    thesis (in french) slides (in french)