Research Interests
Dynamics, information, and control in networks; game theory; applied probability. Applications to cyber-physical systems, infrastructure networks, socio-economic networks.
Keywords: large-scale network dynamics; transportation networks; opinion dynamics; evolutionary games; distributed control, estimation, and computation over networks; channel coding with feedback; control with communication constraints; group codes, LDPC and turbo codes
Research Group
News and events
- July 2016: semiplenary speaker at the 2016 MTNS Symposium in Minneapolis, MN.
- May 2015: teaching a PhD course at the Gran Sasso Science Insititute (GSSI), Italy.
- April 2016: taught a PhD course at the Centre for Interdisciplinary Mathematics, Uppsala University, Sweden.
- December 2015: received the 2015 George S. Axelby oustanding paper award for 2013 IEEE-TAC paper co-authored with K.Savla, D.Acemoglu, M.A.Dahleh, and E.Frazzoli.
- November 2015: invited to join the editorial board of the IEEE Transactions on Network Science and Engineering as an Associate Editor.
- November 2015: awarded a Project Research Grant from the Swedish Research Council (VR) for the period Jan. 2016-Dec. 2019.
- September 10-11, 2015: Chair of the International Program Committee of the 5th IFAC Workshop on Distributed Estimation and Control in Network Systems (NecSys'15).
- Spring 2015: developed and taught a new undergrad course in Network Dynamics (FRTN30).
- November/December 2014: taught a PhD course at the Dutch Institute of Systems and Control.
- October 2014: organized the LCCC focus period and workshop on Dynamics and Control in Networks.
- July 2014: organized and taught a mini-course at MTNS 2014 on Harmonic influence in large-scale networks.
Some recent publications (complete list)
- G. Nilsson and G. Como, “On generalized proportional allocation policies for traffic signal control”, (INVITED), in Proceedings of the 20th IFAC World Congress, IFAC-PapersOnLine, Vol. 50(1), pp. 9643-9648, 2017.
- W.S. Rossi, G. Como, and F. Fagnani, "Threshold models of cascades in large-scale networks", IEEE Transactions on Network Science and Engineering, in press, 2017.
- G. Como, "On resilient control of dynamical flow networks", Annual Reviews in Control, Vol. 43, pp. 80-90, 2017.
- W.S. Rossi, G. Como, and F. Fagnani, "Threshold models of cascades in large-scale networks", sumitted, 2016.
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G. Como, E. Lovisari, and K. Savla, "Convexity and robustness of Dynamical Traffic Assignment for control of freeway networks", Transportation Research Part B: Methodological, Vol. 91, pp. 446-465, 2016.
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Como and F. Fagnani, "From local averaging to emergent global behaviors: the fundamental role of network interconnections", Systems and Control Letters, Vol. 95, pp. 70-76, 2016.
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E. Lovisari, G. Como, A.Rantzer, and K. Savla, "Stability analysis and control synthesis for dynamical transportation networks", 2014.
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D. Acemoglu, G. Como, F. Fagnani, and A. Ozdaglar, “Harmonic influence in large-scale networks”, presented at Net-Econ 2014.
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G. Como and F. Fagnani, "Robustness of large-scale stochastic matrices to localized perturbations", IEEE Transactions on Network Science and Engineering, Vol.2 (2), 1-12, 2015.
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K. Savla, G. Como, and M. Dahleh, "Robust network routing under cascading failures", IEEE Transactions on Network Science and Engineering, Vol.1 (1), 53-66, 2014.
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G. Como, E. Lovisari, and K. Savla, "Throughput optimality and overload behavior of dynamical flow networks under monotone distributed routing", IEEE Transactions on Control of Network Systems, Vol. 2 (1), pp. 57-67, 2015.
- G. Como, K. Savla, D. Acemoglu, M. Dahleh, and E. Frazzoli, “Stability analysis of transportation networks with multiscale driver decisions”, SIAM Journal on Control and Optimization, Vol. 51 (1), pp. 230-252, January 2013.
- D. Acemoglu, G. Como, F. Fagnani, and A. Ozdaglar, “Opinion fluctuations and disagreement in social networks”, Mathematics of Operation Research Vol. 38 (1), pp. 1-27, February 2013.
- G. Como, K. Savla, D. Acemoglu, M. Dahleh, and E. Frazzoli, “Distributed robust routing in dynamical networks -- Part I: Locally responsive policies and weak resilience”, "Part II: strong resilience, equilibrium selection and cascaded failures” IEEE Transactions on Automatic Control, Vol. 58 (2), pp. 317-348, February 2013.
Teaching
- Network Dynamics (undergrad): a new course from Spring 2015
- Nonlinear Control (undergrad): taught in 2012, 2013, 2014 (twice), 2015
- Network Dynamics (Ph.D.): taught in 2011 and 2013
- Mathematical Modelling (undergrad): taught in 2013
- Information Theory (Ph.D.): taught in 2012
Some Topics for master theses
Bio Sketch (more in my CV)
Since August 2011: first Assistant, then Associate Professor (docent, universitetslektor) at the Department of Automatic Control, Lund University, Sweden.
May 2008 - July 2011: Post-Doctoral Fellow at the Laboratory for Information and Decision Systems, MIT, supervised by Prof. Munther Dahleh and Prof. Sanjoy Mitter.
Sept. 2006 - May 2007: Visiting Assistant in Research, Yale University, working with Prof. Sekhar Tatikonda.
Jan. 2005 - March 2008: Ph.D. student in Applied Mathematics, Politecnico di Torino, thesis: “Ensembles of codes over Abelian groups”, advisor Prof. Fabio Fagnani.