## Congestion Control

### Journal papers

- J. Wu, J. Mo and R.J. La, "A new queue management scheme for AIMD based flows with proportional fair scheduling in wireless networks," IEICE Trans. on Communications, E98B(6):2291-2294, Jun. 2009.
- R.J. La and P. Ranjan, "Convergence of dual algorithm with arbitrary communication delays," SIAM Journal on Applied Mathematics (SIAP), 68(5):1247-1267, 2008.
- R.J. La, and P. Ranjan, "Asymptotic stability of a rate control system with communication delays," IEEE Trans. on Automatic Control (TAC), 52(10):1920-1925, Oct. 2007.
- R.J. La and P. Ranjan, "Stability of a rate control system with averaged feedback and network delay," Automatica, 42(1):1817-1820, Oct. 2006.
- P. Tinnakornsrisuphap and R.J. La, "Asymptotic behavior of heterogeneous TCP flows and RED gateway," IEEE/ACM Trans. on Networking (TON), 14(1):108-120, Feb. 2006.
- P. Ranjan, R.J. La, and E.H. Abed, "Characterization of global stability conditions for rate control with an arbitrary communication delay," IEEE/ACM Trans. on Networking (TON), 14(1):94-107, Feb. 2006.
- P. Tinnakornsrisuphap and R.J. La, "Characterization of queue fluctuations in probabilistic AQM mechanisms,", Performance Evaluation Review, Special Issue, 32(1):283-94, Jun. 2004 (also proceedings of ACM Sigmetrics, 2004).
- P. Ranjan, E.H. Abed, and R.J. La, "Nonlinear instabilities in TCP-RED," IEEE/ACM Trans. on Networking (TON), 12(6):1079-1092, Dec. 2004.
- R.J. La, "Instability of a tandem network and its propagation under RED," IEEE Trans. on Automatic Control (TAC), 49(6):1006-1011, Jun. 2004.
- R.J. La and V. Anantharam, "Utility-based rate control in the Internet for elastic traffic," IEEE/ACM Trans. on Networking (TON), 10(2):272-286, Apr. 2002.

### Book chapter

- P. Ranjan, E.H. Abed, and R.J. La, "Nonlinear dynamic phenomena in Internet protocols," in Complex Dynamics in Communication Networks, Springer Series on Complexity, edited by Ljupco Kocarev and Gabor Vattay, April 2005.

### Conference papers

- R.J. La and P. Ranjan, "Asymptotic stability of a primal algorithm with a finite communication delay," IEEE CDC, 2006
- P. Ranjan, R.J. La and E.H. Abed, "Global stability in the presence of distributed communication delays," ACC, 2005
- R.J. La, P. Ranjan and E.H. Abed, "Global stability conditions for rate control of discretized model with communication delays," IEEE Globecom, 2004
- R.J. La, P. Ranjan and E.H. Abed, "Global stability conditions for rate control with arbitrary communication delays," IEEE CDC, 2004
- P. Ranjan, R.J. La and E.H. Abed, "Global stability with a state-dependent delay in rate control," IFAC TDS, 2004
- P. Ranjan, R.J. La and E.H. Abed, "Washout filter-aided RED control," ACC, 2004
- P. Ranjan, E.H. Abed and R.J. La, "Communication delay and instability in rate-controlled networks," IEEE CDC, 2003
- P. Tinnakornsrisuphap and R.J. L, "Limiting model of control of ECN/RED under a large number of heterogeneous TCP flows," IEEE CDC, 2003
- P. Tinnakornsrisuphap, S. Vanichpun, and R.J. La, "Dynamic resource allocation of GPS queues with leaky buckets," IEEE Globecom, 2003
- P. Tinnakornsrisuphap, R.J. La and A.M. Makowski, "Modeling TCP traffic with session dynamics- many sources asymptotics under ECN/RED gateways," 18th ITC, 2003
- R.J. La, P. Ranjan and E.H. Abed, "Analysis of ARED," 18th ITC, 2003
- P. Ranjan, R.J. La and E.H. Abed, "Rate control with communication delay and trade-offs," Annual Allerton Conference, 2003
- R.J. La, "Instability of a tandem network and its propagation under RED," IEEE ICC, 2003
- R.J. La, P. Ranjan and E.H. Abed, "Feedback control of RED," Annual Allerton Conference, 2002
- R.J. La, P. Ranjan and E.H. Abed, "Nonlinearity of TCP and instability with RED," SPIE ITCom, 2002
- P. Ranjan,, R.J. La and E.H. Abed, "Bifurcations of TCP and UDP under RED," MED, 2002,
- P. Ranjan, E.H. Abed and R.J. La "Nonlinear instabilities of TCP-RED," IEEE Infocom, 2002
- R.J. La,
"Fluid-model for window-based congestion control," Winter
Simulation Conference, 2001

- R.J. La and V. Anantharam, "Window-based congestion control with heterogeneous users," IEEE Infocom, 2001
- J. Mo, R.J. La, V. Anantharam and J. Walrand, "Analysis and comparison of TCP Reno and Vegas," IEEE Infocom, 1999

### Technical report

- R.J. La, J. Walrand and V. Ananatharam, "Issues in TCP Vegas," Technical Report, ERL, UC Berkeley, 2000

## Epidemics

### Journal papers

- N.C. Martins, J. Certorio, and R.J. La "Epidemic population games and evolutionary dynamics", Automatica, 153:111016, Jul. 2023.
- J. Certorio, N.C. Martins, and R.J. La "Epidemic population games with nonnegligible disease death rate", IEEE Control Systems Letters, 6:3229-3234, Jun. 2022.

### Conference papers

- J Certorio, R.J. La, and N.C. Martins, "Epidemic population games for policy design: two populations with viral reservoir case study," IEEE CDC, 2023
- M.H. Lotfi, R.J. La, and N.C. Martins, "Bayesian congestion game with traffic manager: binary signal case," IEEE CDC, 2018
- S. Pal and R.J. La, "Simple learning in weakly acyclic games and convergence to Nash equilibria," Annual Allerton Conference, 2015
- S. Pal and R.J. La, "A simple learning rule in games and its convergence to pure-strategy Nash equilibria," ACC, 2015
- R. ElDelgawy and R.J. La, "Interaction between a content provider and a service provider and its efficiency," IEEE ICC, 2015
- R.J. La, "Role of network topology in cybersecurity," IEEE CDC, 2014
- M. Kabkab and R.J. La, "Long run equilibria in social games with coordination reward", CISS, 2012
- R.J. La and J. Mo "Interaction of service providers in task delegation under simple payment rules," IEEE CDC, 2009
- S.H. Chun and R.J. La, "Auction-based dynamic spectrum trading market - spectrum allocation and profit sharing," Annual Allerton Conference, 2009
- S.H. Chun and R.J. La, "Auction mechanism for spectrum allocation and profit sharing," GameNets, 2009
- R.J. La and V. Anantharam, "Charge-sensitive TCP and rate control in the Internet," IEEE Infocom, 2000
- R.J. La and V. Anantharam, "Network pricing using a game theoretic approach," IEEE CDC, 1999
- R.J. La and V. Anantharam, "Optimal routing control: game theoretic approach", IEEE CDC, 1997

## Game Theory - Network Pricing, Spectrum Market, and Routing

### Journal papers

- R.J. La, "Effects of degree correlations in interdependent security: good or bad?", IEEE/ACM Trans. on Networking (TON), 25(4):2484-2497, Aug. 2017.
- R.J. La, "Interdependent security with strategic agents and global cascades", IEEE/ACM Trans. on Networking (TON), 24(3):1378-1391, Jun. 2016.
- S.H. Chun and R.J. La, "Secondary spectrum trading - auction-based framework for spectrum allocation and profit sharing," in IEEE/ACM Trans. on Networking (TON), 21(1):176-189, Feb. 2013.
- R.J. La and V. Anantharam, "Optimal routing control: repeated game approach," IEEE Trans. on Automatic Control (TAC), 47(3):437-450, Mar. 2002.

### Book chapter

- R.J. La, and V. Anantharam, "A game-theoretic look at the Gaussian multiaccess channel," DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 66 (Advances in Network Information Theory), pp. 87-106, edited by P. Gupta, G. Kramer, and A. J. van Wijngaarden, 2004.

### Conference papers

- M.H. Lotfi, R.J. La, and N.C. Martins, "Bayesian congestion game with traffic manager: binary signal case," IEEE CDC, 2018
- S. Pal and R.J. La, "Simple learning in weakly acyclic games and convergence to Nash equilibria," Annual Allerton Conference, 2015
- S. Pal and R.J. La, "A simple learning rule in games and its convergence to pure-strategy Nash equilibria," ACC, 2015
- R. ElDelgawy and R.J. La, "Interaction between a content provider and a service provider and its efficiency," IEEE ICC, 2015
- R.J. La, "Role of network topology in cybersecurity," IEEE CDC, 2014
- M. Kabkab and R.J. La, "Long run equilibria in social games with coordination reward", CISS, 2012
- R.J. La and J. Mo "Interaction of service providers in task delegation under simple payment rules," IEEE CDC, 2009
- S.H. Chun and R.J. La, "Auction-based dynamic spectrum trading market - spectrum allocation and profit sharing," Annual Allerton Conference, 2009
- S.H. Chun and R.J. La, "Auction mechanism for spectrum allocation and profit sharing," GameNets, 2009
- R.J. La and V. Anantharam, "Charge-sensitive TCP and rate control in the Internet," IEEE Infocom, 2000
- R.J. La and V. Anantharam, "Network pricing using a game theoretic approach," IEEE CDC, 1999
- R.J. La and V. Anantharam, "Optimal routing control: game theoretic approach", IEEE CDC, 1997

## Intelligent Transportation System

### Conference papers

## Machine Learning

### Journal paper

- V.-S. Mai, R.J. La and T. Zhang A Study of Enhancing Federated Learning on Non-IID Data with Server Learning"" IEEE Trans. on Artificial Intelligence, accepted 2024.

### Conference paper

- V. S. Mai, R.J. La, T. Zhang, Y. Huang, and A. Battou, "Federated learning with server learing for non-IID data," CISS, 2023

## Network Science

### Journal papers

- N.C. Martins, J. Certorio, and R.J. La "Epidemic population games and evolutionary dynamics", Automatica, accepted for publication.
- J. Certorio, N.C. Martins, and R.J. La "Epidemic population games with nonnegligible disease death rate", IEEE Control Systems Letters, 6:3229-3234, Jun. 2022.
- R.J. La, "Influence of clustering on cascading failures in interdependent systems", IEEE Trans. on Network Science and Engineering (TNSE), 6(3):351-363, Jul.-Sep. 2019.
- R.J. La, "Cascading failures in interdependent systems: impact of degree variability and dependence", IEEE Trans. on Network Science and Engineering (TNSE), 5(2):127-140, Apr-Jun. 2018.
- R.J. La, "Effects of degree correlations in interdependent security: good or bad?", IEEE/ACM Trans. on Networking (TON), 25(4):2484-2497, Aug. 2017.
- R.J. La, "Interdependent security with strategic agents and global cascades" IEEE/ACM Trans. on Networking (TON), 24(3):1378-1391, Jun. 2016.

### Conference papers

- R.J. La, "Effects of homophily in epidemic processes," Complex Networks, 2023
- V. S. Mai, R.J. La, and A. Battou, "Investments in robustness of complex systems: algorithm design," Complex Networks, 2022
- V. S. Mai, R.J. La, and A. Battou, "Optimal cybersecurity investments using SIS model: weakly connected networks," IEEE Globecom, 2022
- V. S. Mai and R.J. La, "Story of two populations in epidemics: is every infection counted?," Complex Networks, 2021
- V. S. Mai, R.J. La, and A. Battou, "Optimal cybersecurity investments for SIS model," IEEE Globecom, 2020
- R.J. La, "Identifying vulnerable nodes to cascading failures: optimization-based approach," Complex Networks, 2019
- R.J. La, "Estimation of externalities in interdependent security: a case study of large systems," IEEE CDC, 2017
- R.J. La, "Effects of degree variability and dependence on cascading failures: a case study of two interdependent systems," CISS, 2017
- R.J. La, "Influence of network mixing on interdependent security: local analysis," IEEE Globecom, 2016
- R.J. La, "Role of network topology in cybersecurity," IEEE CDC, 2014

## Networked control system and optimization

### Journal papers

- M. Lin, N.C. Martins, and R.J. La "Queueing subject to activity-dependent server performance: task-assignment control policies for utilization rate reduction", IEEE Trans. on Control of Network Systems, 9(1):257-268, Mar. 2022.
- M. Lin, R.J. La, and N.C. Martins "Stabilizing a queue subject to activity-dependent server performance", IEEE Trans. on Control of Network Systems, 8(4):1579-1591, Dec. 2021.

### Conference papers

## Optimization

### Journal papers

- V.-S. Mai, R.J. La, T. Zhang and A. Battou "Distributed Optimization with Global Constraints Using Noisy Measurements Automatica, accepted for publication" IEEE Trans. on Automatic Control, 69(3):1089-1096, Feb. 2024.
- V.S. Mai, R.J. La, and A. Battou "Optimal cybersecurity investments in large networks using SIS model: algorithm design", IEEE/ACM Trans. on Networking, 29(6):2453-2466, Dec. 2021.

### Conference papers

- V. S. Mai, R.J. La, T. Zhang, Y. Huang, and A. Battou, "Federated learning with server learing for non-IID data," CISS, 2023
- V. S. Mai, R.J. La, and A. Battou, "Investments in robustness of complex systems: algorithm design," Complex Networks, 2022
- V. S. Mai, R.J. La, and A. Battou, "Optimal cybersecurity investments using SIS model: weakly connected networks," IEEE Globecom, 2022
- V. S. Mai, R.J. La, T. Zhang, and A. Battou, "End-to-end quality-of-service assurance with autonomous systems: 5G/6G case study," IEEE CCNC, 2022
- M. Lin, and R.J. La, "Miniature robot path planning for bridge inspection: min-max cycle cover-based approach," IEEE CASE, 2020
- V. S. Mai, R.J. La, and A. Battou, "Optimal cybersecurity investments for SIS model," IEEE Globecom, 2020

## Random Graphs

### Journal papers

- R.J. La and M. Kabkab, "A new random graph model with self-optimizing nodes: connectivity and diameter", accepted for publication in Internet Mathematics.
- R.J. La and E. Seo, "Network connectivity with a family of group mobility models," IEEE Trans. on Mobile Computing (TMC), 11(3):504-517, Mar. 2012.

### Conference papers

- R.J. La and M. Kabkab, "A new graph model with random edge values: connectivity and diameter," Annual Allerton Conference, 2013
- R.J. La, "Network connectivity with heterogeneous mobility," IEEE ICC, 2012

## Security

### Journal papers

- V.S. Mai, R.J. La, and A. Battou "Optimal cybersecurity investments in large networks using SIS model: algorithm design", IEEE/ACM Trans. on Networking, 29(6):2453-2466, Dec. 2021.
- R.J. La, "Effects of degree correlations in interdependent security: good or bad?", IEEE/ACM Trans. on Networking (TON), 25(4):2484-2497, Aug. 2017.
- R.J. La, "Interdependent security with strategic agents and global cascades" IEEE/ACM Trans. on Networking (TON), 24(3):1378-1391, Jun. 2016.

### Conference Papers

- A. Gueye, P. Mell, R. Harang and R.J. La, "Defensive resource allocations with security chokepoints in IPv6 networks," Annual Conference on Data and Applications security and Privacy (DBSec), 2015
- R.J. La, "Role of network topology in cybersecurity," IEEE CDC, 2014
- S. Singh, R. Baden, C. Lee, B. Bhattacharjee, R.J. La and M. Shayman, "IP geolocation in metropolitan areas," ACM SIGMETRICS, 2011

## Traffic Engineering

### Journal papers

- Y. Xin, M.A. Shayman, R.J. La and S.I. Marcus, "Reconfiguration of survivable IP over WDM networks", Journal of Optical Switching and Networking, 21:93-100, Jul. 2016.
- V. Sharma, K. Kar, R.J. La, and L. Tassiulas, "Dynamic network provisioning for time-varying traffic," Journal of Communications and Networks (JCN), 9(8):408-418, Dec. 2007.
- T. Guven, R.J. La, M.A. Shayman and B. Bhattacharjee, "A unified framework for multipath routing for unicast and multicast traffic," IEEE/ACM Trans. on Networking (TON), 16(5):1038-1051, Oct. 2008.
- A. Rawat, R.J. La, S.I. Marcus and M.A. Shayman, "Grooming multicast traffic in unidirectional SONET/WDM rings," IEEE Journal on Selected Areas in Communications (JSAC), 25(6):70-83, Aug. 2007.
- T. Guven, R.J. La, M.A. Shayman, B. Bhattacharjee, "Measurement based optimal routing on overlay architectures for unicast sessions" Special Issue of Computer Networks Journal on Network Modeling and Simulation, edited by P. R. Kumar and J. Hou, 50(12):1938-1951, Aug. 2006.

### Conference Papers

- A. Rawat, M.A. Shayman, R.J. La, and S.I. Marcus, "Minimum wavelength assignment for multicast traffic in all-optical WDM trees," IEEE BROADNETS, 2008
- V. Tabatabaee, A. Kashyap, S. Bhattacharjee, R.J. La and M.A. Shayman, "Robust routing with unknown traffic matrices," IEEE Infocom, 2007
- Y. Xin, M.A. Shayman, R.J. La and S.I. Marcus, "Reconfiguration of survivable MPLS/WDM networks," IEEE Globecom, 2006
- A. Kashyap, V. Tabatabaee, B. Bhattacharjee, R.J. La and M.A. Shayman, "Single-path routing of time-varying traffic," IEEE Globecom, 2006
- Y. Xin, M.A. Shayman, R.J. La and S.I. Marcus, "A pure framework for cost-effective virtual rign based traffic grooming in WDM optical networks," IEEE/Create-Net International Workshop on Traffic Grooming, 2005.
- V. Sharma, K. Kar, R.J. La and L. Tassiulas, "Dynamic network provisioning for time-varying traffic," 19th ITC, 2005
- V. Sharma, K. Kar and R.J. La, "Adaptive dimensioning of bandwidth tunnels for time-varying real-time traffic," IEEE ICC, 2005
- T. Guven, R.J. La, M.A. Shayman and B. Bhattarcharjee, "Measurement based multipath multicast," IEEE Global Internet Symposium (in conjunction with) Infocom, 2005
- V. Tabatabaee, B. Bhattacharjee, R.J. La and M.A. Shayman, "Differentiated traffic engineering for QoS provisioning," IEEE Infocom, 2005
- P. Fard, R.J. La, K. Lee, S.I. Marcus and M.A. Shayman, "Reconfiguration of MPLS/WDM networks using simulation-based Markov decision process," CISS, 2005.
- T. Guven, R.J. La, M. Shayman and B. Bhattacharjee, "Measurement based optimal multi-path routing," IEEE Infocom, 2004
- K.-T. Ku, S. Phuvoravan, B. Bhattacharjee, R.J. La, M. Shayman and H. S. Chang, "On the use of flow migration for handling short-term overloads," IEEE Globecom, 2003

## Wireless Networks

### Journal papers

- V. Singh, M. Lentz, B. Bhattacharjee, R.J. La and M.A. Shayman, "Dynamic frequency resource allocation in heterogeneous cellular networks", IEEE Trans. on Mobile Computing (TMC), 15(11):2735-2748, Nov. 2016.
- H. Wu, C. Zhu, R.J. La, X. Liu and Y. Zhang, "FASA: Accelerated S-ALOHA using access history for event-driven M2M communication," IEEE/ACM Trans. on Networking (TON), 21(6):1904-1917, Dec. 2013.
- R.J. La and E. Seo, "Network connectivity with a family of group mobility models," IEEE Trans. on Mobile Computing (TMC), 11(3):504-517, Mar. 2012.
- R.J. La and E. Seo, "Expected routing overhead for location service in MANETs under flat geographic routing," IEEE Trans. on Mobile Computing (TMC), 10(3):434-448, Mar. 2011.
- R.J. La, "Distributional convergence of inter-meeting times under generalized Hybrid Random Walk mobility model," IEEE Trans. on Mobile Computing (TMC), 9(9):1201-1211, Sep. 2010.
- R.J. La and Y. Han, "Distribution of path durations in mobile ad-hoc networks and path selection," IEEE/ACM Trans. on Networking (TON), 15(5):993-1006, Oct. 2007.
- T. Ren and R.J. La, "Downlink beamforming algorithms with inter-cell interference in cellular networks," IEEE Trans. on Wireless Communications (TWC), 5(10):2814-2823, Oct. 2006.
- Y. Han, R.J. La, A.M. Makowski, and S. Lee, "Distribution of path durations in mobile ad-hoc networks -- Palm's Theorem to the rescue," Special Issue of Computer Networks Journal on Network Modeling and Simulation, edited by P. R. Kumar and J. Hou, 50(12):1887-1900, Aug. 2006.

### Conference papers

- V. S. Mai, R.J. La, T. Zhang, and A. Battou, "End-to-end quality-of-service assurance with autonomous systems: 5G/6G case study," IEEE CCNC, 2022
- V. Singh, R.J. La and M.A. Shayman, "Coordinated scheduling in MIMO heterogeneous wireless networks using submodular optimization," WiOpt, 2016
- A. Valluri, R.J. La and M.A. Shayman, "Precoder detection for cooperative decode-and-forward relaying in OFDMA systems," MILCOM, 2014
- H. Wu, C. Zhu, R.J. La, X. Liu and Y. Zhang, "Fast adaptive S-ALOHA scheme for event-driven machine-to-machine communications," IEEE VTC Fall, 2012
- R.J. La, "Network connectivity with heterogeneous mobility," IEEE ICC, 2012
- R.J. La and P. Ranjan "Ant-based adaptive message forwarding scheme for challenged networks with sparse connectivity," IEEE MILCOM, 2009
- Y. Han, R.J. La and H. Zhang, "Path selection in mobile ad-hoc networks and distribution of path duration," IEEE Infocom, 2006
- T. Ren and R.J. La, "Power control algorithm for providing packet error rate guarantees in ad-hoc networks," IEEE CDC, 2005
- T. Ren and R.J. La, "Downlink beamforming algorithms with inter-cell interference in cellular networks," IEEE Infocom, 2005
- Y. Han, R.J. La and T. Ren, "Asymptotic behavior of earliest-deadline-first scheduling with a large number of flows," IEEE CDC, 2004
- Y. Han, R.J. La and A.M. Makowski, "Distribution of path durations in mobile ad-hoc networks -- Palm's theorem at work," 16th ITC Specialist Seminar, 2004
- T. Ren, R.J. La and L. Tassiulas, "Optimal transmission scheduling with base station antenna array in cellular networks," IEEE Infocom, 2004
- R. Agrawal, A. Bedekar, R.J. La and V. Subramanian, "Class and channel condition based weighted proportional fair scheduler," 17th ITC, 2001
- R. Agrawal, A. Bedekar, R.J. La and V. Subramanian, "C3WPF scheduler for GPRS/EDGE," ITCom, 2001

## Others

- J.-H. Yoo, R.J. La and A.M. Makowski, "Convergence results for ant routing," CISS, 2004