Proceedings

  • L. Gyarmati, M. Hefeeda: Analyzing In-Game Movements of Soccer Players on Scale, in Proc. MIT Sloan Sports Analytics Conference, Boston, USA, 2016
  • L. Gyarmati, R. Stanojevic: QPass: a Merit-based Evaluation of Soccer Passes, in Proc. ACM KDD Workshop on Large-Scale Sports Analytics, San Francisco, USA, 2016
  • R. Stanojevic, L. Gyarmati: Towards data-driven football player assessment, in Proc. ICDM Workshop on Data Mining for the Analysis of Performance and Success, Barcelona, Spain, 2016
  • L. Gyarmati, M. Hefeeda: Competition-wide Evaluation of Individual and Team Movements in Soccer, in Proc. ICDM Workshop on Data Mining for the Analysis of Performance and Success, Barcelona, Spain, 2016
  • L. Gyarmati, X. Anguera: Automatic Extraction of the Passing Strategies of Soccer Teams, in Proc. ACM KDD Workshop on Large-Scale Sports Analytics, Sydney, Australia, 2015
  • L. Gyarmati, M. Hefeeda: Estimating the Maximal Speed of Soccer Players on Scale, in Proc. Machine Learning and Data Mining for Sports Analytics Workshop, Porto, Portugal, 2015
  • L. Gyarmati, H. Kwak, P. Rodriguez: Searching for a Unique Style in Soccer, in Proc. ACM KDD Workshop on Large-Scale Sports Analytics, 2014
  • L. Gyarmati, N. Laoutaris, K. Sdrolias, P. Rodriguez, C. Courcoubetis: From advertising profits to bandwidth prices-A quantitative methodology for negotiating premium peering, in Proc. of W-PIN+NetEcon'14, 2014
  • J. Mikians, L. Gyarmati, V. Erramilli, N. Laoutaris: Crowd-assisted Search for Price Discrimination in E-Commerce: First results, in Proc. of ACM CoNEXT'13, 2013
  • C. Rossi, N. Vallina, V. Erramilli, Y. Grunenberger, L. Gyarmati, N. Laoutaris, R. Stanojevic, K. Papagiannaki, P. Rodriguez: 3GOL: Power-boosting ADSL using 3G OnLoading, in Proc. of ACM CoNEXT'13, 2013
  • J. Mikians, L. Gyarmati, V. Erramilli, N. Laoutaris: Detecting price and search discrimination on the Internet, in Proc. of ACM HotNets'12, Redmond, USA, 2012
  • N. Vallina, L. Gyarmati, Y. Grunenberger, R. Stanojevic, V. Erramilli, N. Laoutaris, K. Papagiannaki: When David can help Goliath: the case for cellular augmentation of wired networks, in Proc. of ACM HotNets'12, Redmond, USA, 2012
  • L. Gyarmati, R. Stanojevic, M. Sirivianos, N. Laoutaris, Sharing the Cost of Backbone Networks: Cui Bono?, in Proc. of ACM IMC'12, Boston, USA, 2012
  • L. Gyarmati, N. Laoutaris, M. Sirivianos: Sharing the Cost of Backbone Networks: Simplicity vs. Precision, NetEcon'12, USA, 2012
  • L. Gyarmati, T.A. Trinh: Power Footprint of Internet Services, in Proc. e-Energy 2011: Second International Conference on Energy-Efficient Computing and Networking, New York, USA, 2011
  • T.A. Trinh, L. Gyarmati, G. Sallai: Migrating to IPv6: A Game-Theoretic Perspective, in Proc. The 35th IEEE Conference on Local Computer Networks (LCN), pp. 348-351, Denver, Colorado, USA, 2010
  • L. Gyarmati, T.A. Trinh: How Can Architecture Help to Reduce Energy Consumption in Data Center Networking?, ACM Energy-Efficient Computing and Networking Conference, pp. 183-186, Passau, Germany, 2010
  • T.A. Trinh, L. Gyarmati: Revisiting Internet Access Pricing for Loyal Customers: the Long-Term Interaction Case, in Proc. Next Generation Internet Conference (NGI), pp. 1-8, Aveiro, Portugal, 2009
  • L. Gyarmati, T.A. Trinh: On Competition for Market Share in a Dynamic ISP Market with Customer Loyalty: A Game-Theoretic Analysis, 6th International Workshop on Internet Charging and QoS Technologies (ICQT), LNCS 5539, pp. 11-23, Aachen, Germany, 2009
  • L. Gyarmati, T.A. Trinh: Characterizing User Groups in Online Social Networks, EUNICE, LNCS 5733, pp. 59-68, Barcelona, Spain, 2009
  • T. Cinkler, L. Gyarmati: MPP: Optimal Multi-Path Routing with Protection, in Proc. IEEE International Conference on Communications (ICC), pp. 165-169, Beijing, China, 2008
  • L. Gyarmati, T. Cinkler, G. Sallai: SRLG-Disjoint Multi-Path Protection: When LP meets ILP, in Proc. 13th Int. Telecommunications Network Strategy and Planning Symposium (NETWORKS), Budapest, Hungary, 2008
  • T. Cinkler, J. Szigeti, L. Gyarmati: Multi-Domain Resilience: Can I Share Protection Resources with my Competitors?, in Proc. 9th Int. Conf. on Transparent Optical Networks (ICTON), pp. 138-141, Rome, Italy, 2007

Journal Articles

  • C. Courcoubetis, L. Gyarmati, N. Laoutaris, P. Rodriguez, and K. Sdrolias: Negotiating Premium Peering Prices: A Quantitative Model with Applications, ACM Transactions on Internet Technology (TOIT), 16, 2, Article 14, 2016
  • L. Gyarmati, A. Gulyas, B. Sonkoly, T.A. Trinh, and G. Biczok: Free-scaling your data center. Computer Networks, 57(8), 1758-1773., 2013
  • L. Gyarmati, T.A. Trinh: Scafida: A Scale-Free Network Inspired Data Center Architecture, ACM SIGCOMM Computer Communication Review, vol. 40, num. 5, pp. 5-12, 2010
  • L. Gyarmati, T.A. Trinh: Measuring User Behavior in Online Social Networks, IEEE Network, Special Issue on Online Social Networks, vol. 24, num. 5, pp. 26-31, 2010
  • L. Gyarmati, T.A. Trinh: Cooperative Strategies of Wireless Access Technologies: A Game-Theoretic Analysis, Pervasive and Mobile Computing Journal, Elsevier, vol. 7, num. 5, pp. 545-568, 2011
  • T.A. Trinh, L. Gyarmati, G. Sallai: Understanding the Impact of User Loyalty on Internet Access Pricing: A Game-Theoretic Framework, Telecommunication Systems, Springer, vol. 48, num. 1-2, 43-61, 2011
  • L. Gyarmati, T. Cinkler, T.A. Trinh: Path-based Multi-Path Protection: Resilience Using Multiple Path, Transactions on Emerging Telecommunications Technologies, 23: 660–671, 2012
  • T.A. Trinh, L. Gyarmati: How to Price Internet Access for Disloyal Users under Uncertainty, Annals of Telecommunications, Springer, vol. 65, num. 3-4, pp. 171-188, 2009
  • L. Gyarmati, T.A. Trinh: Investigation of the Impacts of User Behaviour on Pricing Competition of Internet Service Providers: Empirical Evidence and Game-Theoretical Analysis, Infocommunications Journal, vol. LXIV, pp. 9-13., 2009
  • J. Szigeti, L. Gyarmati, T. Cinkler: Multidomain shared protection with limited information via MPP and p-cycles, Journal of Optical Networking, vol. 7, num. 4, pp. 400-409, 2008

Book Chapters

  • L. Gyarmati, R. Stanojevic, M. Sirivianos, N. Laoutaris: Quantifying the Costs of Customers for Usage Based Pricing, Smart Data Pricing, John Wiley and Sons, 2014
  • L. Gyarmati, T.A. Trinh: Measurement Methods of User Behavior in Online Social Networks, Computational Social Networks: Security and Privacy, pp. 157-175, 2013
  • L. Gyarmati, T.A. Trinh: Energy Efficiency of Data Centers, Green IT: Technologies and Applications, part 2, pp. 229-244, Springer-Verlag, 2011

Invited Talks

  • Quantitative Player Scouting: from Datasets to Insights, FC Barcelona Sport Technology Symposium, Barcelona, Spain, November, 2015
  • Analyzing In-Game Movements of Soccer Players at Scale, Machine Learning and Data Analytics Symposium (MLDAS), Doha, Qatar, March, 2016
  • Quantitative player selection: Which player fits into the team strategy?, U1 Sport Data Analytics Summit, Budapest, Hungary, February, 2016
  • Quantitative analysis of football players' pre- and post-pass movements, OptaPro Analytics Forum, Birkbeck University, London, February, 2014
  • Detecting Price and Search Discrimination On the Internet, DIMACS Workshop on Economic Aspects of Information Sharing, Stanford University, Stanford, California, February, 2013

Media Coverage

  • The Economist: A different ball game
  • BBC: FC Barcelona: The science behind their success
  • New Scientist: AI football manager knows how different teams play the game
  • L’express: Le big data explique comment l’equipe de foot de Barcelone gagne ses matchs
  • PhysicsToday, News Picks: Network analysis reveals difference in soccer styles
  • El Confidencial: La teoria de redes desvela los secretos del tiki-taka
  • MIT Technology Review: How Network Theory Is Revealing Previously Unknown Patterns in Sports
  • The Wall Street Journal: Websites Vary Prices, Deals Based on Users' Information
  • The Wall Street Journal, Digits: Want a Deal Online? Pose as a Bargain Shopper