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Information for

Ravi Mazumdar

Professor

Contact InformationRavi Mazumdar

Phone: 519-888-4567 x37444
Location: EIT 4011

Website

Biography Summary

Ravi Mazumdar has been a Professor and research chair in the Department of Electrical and Computer Engineering at the University of Waterloo since 2004.

He was elected Fellow of the IEEE for contributions to modeling, control, and performance analysis of networks, and is also a Fellow of the Royal Statistical Society. He is a recipient of the Best Paper Award for the IEEE INFOCOM 2006 and was a Finalist for the Best Paper at INFOCOM 1998. Since 2012 he is a J. D. Gandhi Distinguished Visiting Professor at the Indian Institute of Technology, Bombay. He is a Senior Editor of the IEEE Journal of Selected Areas in Communications.

Professor Mazumdar’s research interests include applied probability and stochastic analysis focusing on applications in complex networks, network science, randomized algorithms, and wireless systems.

Research Interests

  • High-speed Networks
  • Wireline And Wireless Networks
  • Network Modeling And Control
  • Performance Evaluation
  • Applied Probability And Queueing Theory
  • Statistical Signal Processing
  • Stochastic Analysis
  • Mathematical Finance
  • Teletraffic Theory
  • Communication Systems
  • Information Systems
  • Big Data/analytics
  • Cloud Technology
  • Wireless Communications/networking
  • Applied Probability
  • Modelling
  • Traffic
  • Optimization And Pricing Issues In High-speed Networks
  • Multi-resolution Methods For Statistical Signal Processing
  • Financial Mathematics
  • Stochastic Control And Filtering
  • Learning And Adaptive Control Of Complex Systems
  • Applications Of Game Theory In Networks
  • Connectivity And Internet Of Things

Education

  • 1983, Doctorate, PhD with major in Control Theory, Minors in Communication Systems and Applied Mathematics, University of California, Los Angeles (UCLA)
  • 1978, Master's, MSc, DIC in Control Systems, Imperial College f Science, Technology, and Medicine, London
  • 1977, Bachelor's, B. Tech in Electrical Engineering, Indian Institute of Technology. Bombay

Courses

  • ECE 316 - Probability Theory and Statistics
  • ECE 784 - Introduction to Stochastic Calculus
  • ECE 604 - Stochastic Processes
  • ECE 605 - Queueing Systems

Selected/Recent Publications

  • Karthik, A and Mukhopadhyay, Arpan and Mazumdar, Ravi R, Choosing among heterogeneous server clouds, Queueing Systems, 2016, 1 - 29
  • Mukhopadhyay, Arpan and Karthik, A and Mazumdar, Ravi R and Guillemin, Fabrice, Mean field and propagation of chaos in multi-class heterogeneous loss models, Performance Evaluation, 91, 2015, 117 - 131
  • Mukhopadhyay, Arpan and Karthik, A and Mazumdar, Ravi R, Randomized assignment of jobs to servers in heterogeneous clusters of shared servers for low delay, arXiv preprint arXiv:1502.05786, 2015
  • Guillemin, Fabrice M and Mazumdar, Ravi R and others, Conditional sojourn times and the volatility of payment schemes for bandwidth sharing in packet networks, Journal of Applied Probability, 52(4), 2015, 962 - 980
  • Etminan, Jalil and Keshavarz, Hengameh and Mazumdar, Ravi R, Effects of shadowing on the number of active users in random multi-user channels, Wireless Networks, 2015, 1 - 9
  • Birmiwal, Sharad and Mazumdar, Ravi R and Sundaram, Shreyas, Pricing schemes in processor sharing systems, Telecommunication Systems, 2015, 1 - 15
  • Kamath, Sudeep and Manjunath, D and Mazumdar, Ravi, On distributed function computation in structure-free random wireless networks, IEEE Transactions on Information Theory, 60(1), 2014, 432 - 442
  • Ozturk, Oczan and Mazumdar, Ravi R and Likhanov, Nikolay B, Buffer occupancy asymptotics in rate proportional sharing networks with heterogeneous long-tailed inputs, arXiv preprint arXiv:1411.2867, 2014
  • Keshavarz, Hengameh and Mazumdar, Ravi R and Roy, Rahul and Zoghalchi, Farshid, On the number of active links in random wireless networks, arXiv preprint arXiv:1412.3098, 2014
  • Mukhopadhyay, Arpan and Mazumdar, Ravi, Analysis of randomized join-the-shortest-queue (JSQ) schemes in large heterogeneous processor sharing systems, , 2013
  • Haddad, Jean-Paul and Mazumdar, Ravi R, Congestion in large balanced multirate networks, Queueing Systems, 74(2-3), 2013, 333 - 368
  • Kompalli, Sayee Chakravartula and Mazumdar, Ravi R, On the stability of finite queue slotted aloha protocol, IEEE Transactions on Information Theory, 59(10), 2013, 6357 - 6366
  • Mukhopadhyay, Arpan and Mazumdar, Ravi R, Analysis of load balancing in large heterogeneous processor sharing systems, arXiv preprint arXiv:1311.5806, 2013
  • Mazumdar, Ravi R, Performance modeling, stochastic networks, and statistical multiplexing, Synthesis Lectures on Communication Networks, 6(2), 2013, 1 - 211
  • Gupta, Syamantak Datta and Mazumdar, Ravi R and Glynn, Peter, On the convergence of the spectrum of finite order approximations of stationary time series, Journal of Multivariate Analysis, 121, 2013, 1 - 21
  • Haddad, Jean-Paul and Mazumdar, Ravi R, Heavy traffic approximation for the stationary distribution of stochastic fluid networks, Queueing Systems, 70(1), 2012, 3 - 21
  • Gupta, Symantak Datta and Mazumdar, Ravi R and Glynn, Peter W, On the Convergence of Finite Order Approximations of Stationary Time Series, arXiv preprint arXiv:1109.3732, 2011
  • Adachi, Masao and Egeland, Olav and Hosoe, Shigeyuki and Masten, Michael and Trumper, David and Alafodimos, C and Fassois, Spilios and Ibanez-Guzman, Javier and Mazumdar, Ravi and Tsai, Mi-Ching and others, CSS Quarter Century Members, IEEE CONTROL SYSTEMS MAGAZINE, 2011
  • Sharma, G and Joo, C and Shroff, NB and Mazumdar, RR, Article 5 (25 pages)-Joint Congestion Control and Distributed Scheduling for Throughput Guarantees in Wireless Networks, ACM Transactions on Modeling and Computer Simulation-TOMACS, 21(1), 2011
  • Balakrishnan, AV and Mazumdar, Ravi R, On Powers of Gaussian White Noise, IEEE Transactions on Information Theory, 57(11), 2011, 7629 - 7634
  • Le, Long Bao and Mazumdar, Ravi R, Control of wireless networks with flow level dynamics under constant time scheduling, Wireless Networks, 16(5), 2010, 1355 - 1372
  • Joo, Changhee and Sharma, Gaurav and Shroff, Ness B and Mazumdar, Ravi R, On the complexity of scheduling in wireless networks, EURASIP Journal on Wireless Communications and Networking, 2010(1), 2010
  • Kompalli, Sayee C and Mazumdar, Ravi R, A note on the stability of multiclass Markovian queueing networks, arXiv preprint arXiv:1006.4387, 2010
  • Haddad, Jean-Paul and Mazumdar, Ravi R and Piera, Francisco J, Pathwise comparison results for stochastic fluid networks, Queueing Systems, 66(2), 2010, 155 - 168
  • Joo, Changhee and Sharma, Gaurav and Shroff, Ness B and Mazumdar, Ravi R, Joint Congestion Control and Distributed Scheduling for Throughput Guarantees in Wireless Networks, , 2010
  • Sharma, Gaurav and Joo, Changhee and Shroff, Ness B and Mazumdar, Ravi R, Joint congestion control and distributed scheduling for throughput guarantees in wireless networks, ACM Transactions on Modeling and Computer Simulation (TOMACS), 21(1), 2010
  • Keshavarz, Hengameh and Xie, Liang-Liang and Mazumdar, Ravi R, User capacity scaling laws for fading multiple-access channels, IEEE Transactions on Wireless Communications, 8(9), 2009, 4498 - 4507
  • Mazumdar, Ravi R, Performance modeling, loss networks, and statistical multiplexing, Synthesis Lectures on Communication Networks, 2(1), 2009, 1 - 151
  • Mhatre, Vivek P and Rosenberg, Catherine P and Mazumdar, Ravi R, On the capacity of ad hoc networks under random packet losses, IEEE Transactions on Information Theory, 55(6), 2009, 2494 - 2498
  • Luo, Jun and Ma, Kexin and Mazumdar, Ravi, On the performance of primal/dual schemes for congestion control in networks with dynamic flows., , 2009
  • Kompalli, Sayee C and Mazumdar, Ravi R, On a Generalized Foster-Lyapunov Type Criterion for the Stability of Multidimensional Markov chains with Applications to the Slotted-Aloha Protocol with Finite Number of Queues, arXiv preprint arXiv:0906.0958, 2009
  • Mazumdar, Ravi R, Statistical multiplexing, the stochastic knapsack and admission control, Proc. ITC21, Keynote V, 2009
  • Nurdin, Hendra I and Mazumdar, Ravi R and Bagchi, Arunabha, Reduced-dimension linear transform coding of distributed correlated signals with incomplete observations, IEEE Transactions on Information Theory, 55(6), 2009, 2848 - 2858
  • Keshavarz, Hengameh and Xie, Liang-Liang and Mazumdar, Ravi R, On the optimal number of active receivers in fading broadcast channels, IEEE Transactions on Information Theory, 54(3), 2008, 1323 - 1327
  • Le, Long and Mazumdar, R, Performance and design of cross-layer algorithms in multihop wireless networks, Preprint, University of Waterloo http://www. ece. uwaterloo. ca/~ mazum/multihop, 62007, 2008
  • Piera, Francisco J and Mazumdar, Ravi R and Guillemin, Fabrice M and others, Boundary behavior and product-form stationary distributions of jump diffusions in the orthant with state-dependent reflections, Advances in Applied Probability, 40(2), 2008, 529 - 547
  • Piera, Francisco J and Mazumdar, Ravi R and Guillemin, Fabrice M, Existence and characterization of product-form invariant distributions for state-dependent stochastic networks in the heavy-traffic diffusion limit, Queueing Systems, 58(1), 2008, 3 - 27
  • Ying, Yu and Guillemin, Fabrice and Mazumdar, Ravi and Rosenberg, Catherine, Buffer overflow asymptotics for multiplexed regulated traffic, Performance Evaluation, 65(8), 2008, 555 - 572
  • Sharma, Gaurav and Mazumdar, Ravi R, A case for hybrid sensor networks, IEEE/ACM Transactions on Networking (TON), 16(5), 2008, 1121 - 1132
  • Piera, Francisco J and Mazumdar, Ravi R and others, Comparison results for reflected jump-diffusions in the orthant with variable reflection directions and stability applications, Electron. J. Probab, 13(61), 2008, 1886 - 1908
  • Mazumdar, Ravi and Stavrakakis, Ioannis, Guest editorial on selected papers from WiOpt’05, Wireless Networks, 14(5), 2008, 569 - 571
  • Guillemin, Fabrice M and Mazumdar, Ravi R and Rosenberg, Catherine P and Ying, Yu, A stochastic ordering property for leaky bucket regulated flows in packet networks, Journal of applied probability, 2007, 332 - 348
  • Lee, Jang-Won and Mazumdar, Ravi R and Shroff, Ness B, Joint opportunistic power scheduling and end-to-end rate control for wireless ad hoc networks, IEEE Transactions on Vehicular Technology, 56(2), 2007, 801 - 809
  • Sharma, Gaurav and Mazumdar, Ravi and Shroff, Ness B, Delay and capacity trade-offs in mobile ad hoc networks: A global perspective, IEEE/ACM Transactions on Networking (ToN), 15(5), 2007, 981 - 992
  • Lee, J-W and Mazumdar, Ravi R and Shroff, Ness B, Opportunistic power scheduling for dynamic multi-server wireless systems, IEEE Transactions on Wireless Communications, 5(6), 2006, 1506 - 1515
  • Lin, Xiaojun and Sharma, Gaurav and Mazumdar, Ravi R and Shroff, Ness B, Degenerate delay-capacity tradeoffs in ad-hoc networks with brownian mobility, IEEE/ACM Transactions on Networking (TON), 14, 2006, 2777 - 2784
  • Piera, F and Mazumdar, R and Guillemin, F, On the local times and boundary properties of reflected diffusions with jumps in the positive orthant, Markov Processes Rel. Fields, 12(3), 2006, 561 - 582
  • Mazumdar, RR and Courcoubetis, CA and Duffield, N and Kesidis, G and Odlyzko, A and Srikant, R and Walrand, J, PRICE-BASED ACCESS CONTROL AND ECONOMICS OF NETWORKING-Guest Editorial, IEEE Journal on Selected Areas in Communications, 24(5), 2006, 937 - 941
  • Mazumdar, RR and Courcoubetis, CA and Duffield, N and Kesidis, G and Odlyzko, A and Srikant, R and Walrand, J and Cosman, P, Guest Editorial Price-Based Access Control and Economics of Networking, IEEE Journal on Selected Areas in Communications, 24(5), 2006, 937 - 941
  • Lee, J-W and Mazumdar, Ravi R and Shroff, Ness B, Joint resource allocation and base-station assignment for the downlink in CDMA networks, IEEE/ACM Transactions on Networking, 14(1), 2006, 1 - 14
  • Lee, Jang-Won and Mazumdar, Ravi R and Shroff, Ness B, Downlink power allocation for multi-class wireless systems, IEEE/ACM Transactions on Networking (TON), 13(4), 2005, 854 - 867
  • PIERA, FRANCISCO J and MAZUMDAR, RAVI R and GUILLEMIN, FABRICE M, On diffusions with random reflections and jumps in the orthant: boundary behavior and product-form stationary distributions, Submitted, available at http://www. cec. uchile. cl/~ fpiera, 2005
  • Piera, Francisco J and Mazumdar, Ravi R and Guillemin, Fabrice M, On product-form stationary distributions for reflected diffusions with jumps in the positive orthant, Advances in applied probability, 2005, 212 - 228
  • Lee, J-W and Mazumdar, Ravi R and Shroff, Ness B, Non-convex optimization and rate control for multi-class services in the Internet, IEEE/ACM transactions on networking, 13(4), 2005, 827 - 840
  • Mhatre, Vivek P and Rosenberg, Catherine and Kofman, Daniel and Mazumdar, Ravi and Shroff, Ness, A minimum cost heterogeneous sensor network with a lifetime constraint, IEEE Transactions on Mobile Computing, 4(1), 2005, 4 - 15
  • Sharma, Gaurav and Mazumdar, Ravi R, Delay and capacity tradeoffs for wireless ad hoc networks with random mobility, Submitted for publication, 2004
  • Guillemin, Fabrice and Mazumdar, Ravi, Rate Conservation Laws for Multidimensional Processes of Bounded Variation with Applications to Priority Queueing Systems, Methodology and Computing in Applied Probability, 6(2), 2004, 135 - 159
  • Ozturk, Ozcan and Mazumdar, Ravi R and Likhanov, Nikolay, Many sources asymptotics for networks with small buffers, Queueing Systems, 46(1-2), 2004, 129 - 147
  • Guillemin, Fabrice and Mazumdar, Ravi R, Scale Functions of Lévy Processes and Busy Periods of Finite-Capacity M/GI/1 Queues, Journal of Applied Probability, 41(4), 2004, 1145 - 1156
  • Lee, Jang-Won and Mazumdar, Ravi R and Shroff, Ness B, Opportunistic resource scheduling for wireless ad-hoc networks, Proc. of BroadWISE04, 2004
  • Altman, Eitan and Mazumdar, Ravi and Nain, Philippe, Selected papers from the First Workshop on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt’2003), Performance Evaluation, 57(4), 2004, 423 - 425
  • Dube, Parijat and Guillemin, Fabrice and Mazumdar, Ravi R and others, Scale functions of Lévy processes and busy periods of finite-capacity M/GI/1 queues, Journal of applied probability, 41(4), 2004, 1145 - 1156
  • Likhanov, Nikolay and Mazumdar, Ravi R and Ozturk, Ozcan, Large buffer asymptotics for fluid queues with heterogeneous m/g/∞ weibullian inputs, Queueing systems, 45(4), 2003, 333 - 356
  • Guillemin, F and Likhanov, N and Mazumdar, RR and Rosenberg, C and Ying, Yu, Buffer overflow bounds for multiplexed regulated traffic streams, Teletraffic Science and Engineering, 5, 2003, 491 - 500
  • Guillemin, Fabrice and Mazumdar, Ravi and Dupuis, Alain and Boyer, Jacqueline and others, Analysis of the fluid weighted fair queueing system, Journal of applied probability, 40(1), 2003, 180 - 199
  • Nurdin, Hendra I and Mazumdar, Ravi R and Bagchi, Arunabha, On the estimation and compression of distributed correlated signals with incomplete observations, , 2003
  • Mazumdar, Ravi R, NOTES ON PROBABILITY AND STOCHASTIC PROCESSES, , 2002
  • Kotopoulos, Constantinos and Mazumdar, Ravi R, Buffer occupancy and delay asymptotics in multi-buffered systems with Generalized Processor Sharing handling a large number of independent traffic streams, Preprint, Purdue University, 2002
  • Delas, Sylvain and Mazumdar, Ravi R and Rosenberg, Catherine P, Tail asymptotics for HOL priority queues handling a large number of independent stationary sources, Queueing Systems, 40(2), 2002, 183 - 204
  • Kotopoulos, Constantinos and Mazumdar, Ravi R, Many sources asymptotics for a 2-buffer system with Generalized Processor Sharing, Preprint, Purdue University, 2002, 75 - 86
  • Dube, Parijat and Mazumdar, Ravi, A framework for quickest detection of traffic anomalies in networks, preprint, Purdue University, 2001
  • Yaîche, Haîkel and Mazumdar, Ravi R and Rosenberg, Catherine, A game theoretic framework for bandwidth allocation and pricing in broadband networks, IEEE/ACM Transactions on Networking (TON), 8(5), 2000, 667 - 678
  • Likhanov, Nikolay and Mazumdar, Ravi R, Loss asymptotics in large buffers fed by heterogeneous long-tailed sources, Advances in Applied Probability, 2000, 1168 - 1189
  • Likhanov, Nikolay and Mazumdar, Ravi R and others, Cell loss asymptotics for buffers fed with a large number of independent stationary sources, Journal of Applied Probability, 36(1), 1999, 86 - 96
  • Mazumdar, Ravi R and Bagchi, Arunabha, A representation result for nonlinear filter maps in a white noise framework, IEEE transactions on automatic control, 44(1), 1999, 124 - 129
  • Sharma, Vinod and Mazumdar, Ravi, Estimating traffic parameters in queueing systems with local information, Performance evaluation, 32(3), 1998, 217 - 230
  • Rainer, Catherine and Mazumdar, Ravi R, A note on the conservation law for continuous reflected processes and its application to queues with fluid inputs, Queueing systems, 28(1-3), 1998, 283 - 291
  • Theberge, François and Simonian, Alain and Mazumdar, Ravi R, Upper bounds for blocking probabilities in large multi-rate loss networks, Telecommunication Systems, 9(1), 1998, 23 - 39
  • Simonian, A and Roberts, JW and Theberge, F and Mazumdar, R, Asymptotic estimates for blocking probabilities in a large multi-rate loss network, Advances in Applied Probability, 1997, 806 - 829
  • Guillemin, Fabrice M and Mazumdar, Ravi R, On pathwise analysis and existence of empirical distributions for G/G/1 queues, Stochastic processes and their applications, 67(1), 1997, 55 - 67
  • Théberge, François and Guillemin, Fabrice and Mazumdar, Ravi, Some performance issues in ATM block transfer with delayed transmission, Teletraffic Science and Engineering, 2, 1997, 435 - 444
  • Guillemin, Fabrice M and Mazumdar, Ravi R and Simonian, Alain D, On heavy traffic approximations for transient characteristics of M/M/∞ queues, Journal of applied probability, 1996, 490 - 506
  • Theberge, F and Mazumdar, RR, New reduced load heuristic for computing blocking in large multirate loss networks, IEE Proceedings-Communications, 143(4), 1996, 206 - 211
  • Mazumdar, Ravi R and Guillemin, Fabrice M, Forward equations for reflected diffusions with jumps, Applied Mathematics and Optimization, 33(1), 1996, 81 - 102
  • Mazumdar, Ravi R and Kannurpatti, Raghavan and Bagchi, Arunabha, On input/output maps for nonlinear systems via continuity in a locally convex topology, Systems & control letters, 24(4), 1995, 273 - 281
  • Dijkerman, RW and Mazumdar, RR and Bagchi, A, Reciprocal processes on a tree-modeling and estimation issues, IEEE transactions on automatic control, 40(2), 1995, 330 - 335
  • Rosenberg, C and Guillemin, F and Mazumdar, R, New approach for traffic characterisation in ATM networks, IEE Proceedings-Communications, 142(2), 1995, 87 - 90
  • Guillemin, Fabrice M and Mazumdar, Ravi R, Excursions of the workload process in G/GI/1 queues, Stochastic processes and their applications, 58(1), 1995, 139 - 154
  • Mazumdar, Ravi R and Bagchi, Arunabha, On the relation between filter maps and correction factors in likelihood ratios, IEEE transactions on information theory, 41(3), 1995, 833 - 836
  • Gravey, A and Hébuterne, G and Mazumdar, RR and Rosenberg, C, Traffic engineering in ATM networks: Current trends and future issues, Sadhana, 19(6), 1994, 1005 - 1025
  • Guillemin, Fabrice and Mazumdar, Ravi R, On pathwise behavior of multiserver queues, Queueing systems, 15(1-4), 1994, 279 - 288
  • Dijkerman, Robert W and Mazumdar, Ravi R, Wavelet representations of stochastic processes and multiresolution stochastic models, IEEE Transactions on Signal Processing, 42(7), 1994, 1640 - 1652
  • Guillemin, Fabrice and Mazumdar, Ravi, The Beňes equations for the distribution of excursions for general storage processes, Journal of applied probability, 1994, 418 - 429
  • Bagchi, Arunabha and Mazumdar, Ravi, Some recent results in finitely additive white noise theory, Acta Applicandae Mathematica, 35(1-2), 1994, 27 - 47
  • Dijkerman, Robert W and Mazumdar, Ravi R, On the correlation structure of the wavelet coefficients of frational brownian motion, IEEE Transactions on Information Theory, 40(5), 1994, 1609 - 1612
  • Douligeris, Christos and Mazumdar, Ravi, Multilevel flow control in telecommunication networks, Journal of the Franklin Institute, 331(4), 1994, 417 - 433
  • Armstrong, R and Badrinath, V and Mazumdar, R and Barcia, P and Amado, L and Brucker, P and Jurisch, B and Tautenhahn, T and Werner, F and others, The issue number is given in front of the page numbers, Operations Research Letters, 14(1993), 1993, 297 - 298
  • Gazdzicki, Pawel and Lambadaris, Ioannis and Mazumdar, Ravi R, Blocking probabilities for large multirate Erlang loss systems, Advances in Applied Probability, 1993, 997 - 1009
  • Mazumdar, Ravi and Badrinath, Vivek and Guillemin, Fabrice and Rosenberg, Catherine, On pathwise rate conservation for a class of semi-martingales, Stochastic processes and their applications, 47(1), 1993, 119 - 130
  • Bagchi, Arunabha and Mazumdar, Ravi R, On Radon-Nikodym derivatives of finitely-additive measures induced by nonlinear transformations on hilbert space, Nonlinear Analysis: Theory, Methods & Applications, 21(12), 1993, 879 - 902
  • Mazumdar, Ravi and Badrinath, Vivek and Guillemin, Fabrice and Rosenberg, Catherine, A note on the pathwise version of Little's formula, Operations research letters, 14(1), 1993, 19 - 24
  • Badrinath, V and Mazumdar, RR, The issue number is given in front of the page numbers, Operations Research Letters, 12(1992), 1992, 349 - 351
  • Brémaud, Pierre and Kannurpatti, Raghavan and Mazumdar, Ravi, Event and time averages: a review, Advances in applied probability, 1992, 377 - 411
  • Douligeris, Christos and Mazumdar, Ravi, A game theoretic perspective to flow control in telecommunication networks, Journal of the Franklin Institute, 329(2), 1992, 383 - 402
  • Mazumdar, Ravi R and Guillemin, Fabrice and Badrinath, Vivek and Kannurpatti, Raghavan, On pathwise behavior of queues, Operations research letters, 12(4), 1992, 263 - 270
  • Mazumdar, Ravi and Mason, Lome G and Douligeris, Christos, Fairness in network optimal flow control: Optimality of product forms, IEEE Transactions on communications, 39(5), 1991, 775 - 782
  • Mazumdar, Ravi and Kannurpatti, Raghavan and Rosenberg, Catherine, On rate conservation for non-stationary processes, Journal of applied probability, 1991, 762 - 770
  • Douligeris, C and Mazumdar, R, Efficient flow control in a multiclass telecommunications environment, IEE Proceedings-I, 138(6), 1991, 494 - 502
  • Rosenberg, Catherine and Mazumdar, Ravi and Kleinrock, Leonard, On the analysis of exponential queuing systems with randomly changing arrival rates: stability conditions and finite buffer scheme with a resume level, Performance Evaluation, 11(4), 1990, 283 - 292
  • Mazumdar, Ravi R and Seo, Jin H and others, On the innovations problem in a finitely additive white noise approach to nonlinear filtering, Differential and Integral Equations, 1(2), 1988, 231 - 249
  • Ying, Yu and Guillemin, Fabrice M and Mazumdar, Ravi R and Rosenberg, Catherine, A Framework for Mean Delay Analysis in Networks with Multiplexed Regulated Traffic,
  • Ying, Yu and Mazumdar, Ravi and Rosenberg, Catherine and Guillemin, F, The Burstiness Behavior of Single Regulated Flows in Networks,
  • Ozturk, Ozcan and Mazumdar, Ravi R, End-to-end loss estimates in networks with GPS servers handling many traffic streams,
  • Likhanov, Nikolay and Mazumdar, Ravi R, Cell loss asymptotics in buffers fed by,
  • Piera, Francisco J and Mazumdar, Ravi R and Guillemin, Fabrice M, On the Existence and Local Time Characterization of a Product-form Stationary Distribution for Reflected Jump-diffusions in the Orthant with State-dependent Reflections,
  • Mazumdar, Ravi R, Lecture 2: Large networks, statistical multiplexing, and admission control,
  • Ying, Y and Mazumdar, RR and Rosenberg, CP and Guillemin, FM, The Impact of Multiplexing on Burstiness for Stochastic Network Calculus,
  • Karl, Holger and Mazumdar, Ravi R and Stavrakakis, Ioannis and Chlamtac, Imrich and Barakat, Chadi and Boato, Giulia and Turletti, Thierry and Deriche, Ephie and Richard, Aurelie and Aad, Imad and others, Vice General Chair,
  • Rosenberg, Catherine and Guillemin, Fabrice and Mazumdar, Ravi, On Time-Quantiles Associated with Stationary Point Processes,
  • Banerjee, Suman and Bansal, Nikhil and Bar-Noy, Amotz and Barman, Dhiman and Basar, Tamer and Bisdikian, Chatschik and Branch, Joel and Caines, Peter and Campbell, Andrew and Cao, Xiren and others, Konstantin Avratchenkov, INRIA, France,
  • BIRMIWAL, SHARAD and MAZUMDAR, RAVI R and SUNDARAM, SHREYAS, Pricing in Bandwidth Sharing Systems,
  • TOWSLEY, DON and ALMEROTH, KEVIN and BONAVENTURE, OLIVIER and BORST, SEM and BUDDHIKOT, MILIND and CHIU, DAH MING and DAS, SAMIR and DUFFIELD, NICK and FUMAGALLI, ANDREA and KNIGHTLY, EDWARD and others, Inter-Society Steering Committee,
  • Guillemin, Fabrice M and Mazumdar, Ravi R, Volatility of payment schemes in bandwidth sharing networks,
  • Mazumdar, Ravi R, STOCHASTIC PROCESSES IN ENGINEERING SCIENCE1,
  • KESHAVARZ, HENGAMEH and MAZUMDAR, RAVI R and ROY, RAHUL and ZOGHALCHI, FARSHID, ON THE TYPICAL NUMBER OF LINKS SUPPORTING A MINIMUM RATE IN A SINR RANDOM GRAPH,
  • Tansu, Alpcan and Solan, Eilon and Mazumdar, Ravi and Rosenberg, Catherine and Onozato, Yoshikuni and Jie, Li and Poutriere, Alexandre and Wong, Wing S and Aad, Imad and Willig, Andreas and others, Michael Honig (Northwestern University) Northwestern University (UC San Diego, USA) Ozgur Oyman (Intel) Hesham El Gamal (Ohio State University) Ohio State University (Notre Dame),
  • Keshavarz, Hengameh and Mazumdar, Ravi R and Xie, Liang-Liang, Maximum Number of Active Links in Wireless Networks with Fading Channels,
  • GUILLEMIN, Fabrice M and MAZUMDAR, Ravi R and SIMONIAN, Alain D, On Heavy Tra c Approximations for Transient Characteristics of M= M= Queues,
  • Keshavarz, Hengameh and Mazumdar, Ravi R and Roy, Rahul, On the Typical Number of Links Supporting a Minimum Rate in Wireless Ad-Hoc Networks,
  • Mazumdar, Ravi R, Lecture 2: Palm Probabilities and Rate Conservation Laws,
  • Karnik, Aditya and Mazumdar, Ravi R and Rosenberg, Catherine P, OPTIMIZATION IN WIRELESS AD HOC NETWORKS,
  • Kompalli, SC and Mazumdar, RR and Kumar, D and Chahed, T and Altman, E, 2009 21st International Teletraffic Congress (ITC 21),
  • Zaidi, A and Piantanida, P and Shamai, S and Venkataramanan, R and Pradhan, SS and Kanoria, Y and Montanari, A and Jiao, J and Permuter, HH and Zhao, L and others, SHANNON THEORY,
  • Mazumdar, Ravi and Stavrakakis, Ioannis and Chlamtac, Imrich, Eitan Altman Holger Karl,
  • GUILLEMIN, FABRICE and MAZUMDAR, RAVI, VOLATILITY OF PAYMENT SCHEMES FOR BANDWIDTH SHAR-ING IN PACKET NETWORKS,
  • Lautenschlaeger, Wolfram and Feller, Frank and Mata, Felipe and Zuraniewski, Piotr and Mandjes, Michel and Mellia, Marco and Bianchi, Giuseppe and Duffy, Ken R and Leith, Douglas and Shneer, Vsevolod and others, Traffic Monitoring,
  • Mukhopadhyay, Arpan and Mazumdar, Ravi R and Roy, Rahul, Majority Rule Based Opinion Dynamics with Biased and Stubborn Agents, Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, January 2016, 385 - 386
  • Mukhopadhyay, Arpan and Mazumdar, Ravi R and Guillemin, Fabrice, The power of randomized routing in heterogeneous loss systems, Teletraffic Congress (ITC 27), 2015 27th International, January 2015, 125 - 133
  • Mukhopadhyay, Arpan and Mazumdar, Ravi R, Rate-based randomized routing in large heterogeneous processor sharing systems, Teletraffic Congress (ITC), 2014 26th International, January 2014, 1 - 9
  • Mukhopadhyay, Arpan and Mazumdar, Ravi R, Randomized routing schemes for large processor sharing systems with multiple service rates, ACM SIGMETRICS Performance Evaluation Review, January 2014, 555 - 556
  • Gupta, Syamantak Datta and Mazumdar, Ravi R, Inferring causality in networks of WSS processes by pairwise estimation methods, Information Theory and Applications Workshop (ITA), 2013, January 2013, 1 - 9
  • Birmiwal, Sharad and Mazumdar, Ravi R and Sundaram, Shreyas, Processor sharing and pricing implications, Teletraffic Congress (ITC 24), 2012 24th International, January 2012, 1 - 8
  • Birmiwal, Sharad and Nair, Jayakrishnan and Manjunath, D and Mazumdar, Ravi R, Delay minimization in multihop wireless networks: Static scheduling does it, Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2012 10th International Symposium on, January 2012, 97 - 102
  • Birmiwal, Sharad and Mazumdar, Ravi R and Sundaram, Shreyas, Predictable revenue under processor sharing, Information Sciences and Systems (CISS), 2012 46th Annual Conference on, January 2012, 1 - 6
  • Gupta, Syamantak Datta and Mazumdar, Ravi R, On the convergence of the spectral density of autoregressive approximations via empirical covariance estimates, Information Sciences and Systems (CISS), 2012 46th Annual Conference on, January 2012, 1 - 6
  • Bonald, Thomas and Haddad, Jean-Paul and Mazumdar, Ravi R, Congestion in large balanced multirate links, Proceedings of the 23rd International Teletraffic Congress, January 2011, 182 - 189
  • Gupta, Syamantak Datta and Mazumdar, Ravi R and Glynn, Peter W, On the asymptotic behavior of the spectral density of autoregressive estimates, Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on, January 2011, 292 - 298
  • Kompalli, Sayee C and Mazumdar, Ravi R, Some new results on the stability of Markovian stochastic network models, 2010 International Conference on Signal Processing and Communications (SPCOM), January 2010, 1 - 5
  • Kompalli, Sayee C and Mazumdar, Ravi R, On a positive recurrence criterion for multidimensional Markov chains with application to the stability of slotted-Aloha with a finite number of queues, Teletraffic Congress, 2009. ITC 21 2009. 21st International, January 2009, 1 - 8
  • Haddad, Jean-Paul and Mazumdar, Ravi R, Heavy traffic steady state approximations in stochastic networks with Lévy inputs, Proceedings of the Fourth International ICST Conference on Performance Evaluation Methodologies and Tools, January 2009
  • Keshavarz, Hengameh and Xie, L-L and Mazumdar, Ravi R, User capacity of fading multi-user channels with a minimum rate constraint, 2008 IEEE International Conference on Communications, January 2008, 4649 - 4653
  • Le, Long and Mazumdar, Ravi R, Appropriate control of wireless networks with flow level dynamics, Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on, January 2008, 919 - 925
  • Piera, Francisco J and Mazumdar, Ravi R, An ergodic result for queue length processes of state-dependent queueing networks in the heavy-traffic diffusion limit, Communication, Control, and Computing, 2008 46th Annual Allerton Conference on, January 2008, 504 - 507
  • Ma, Kexin and Mazumdar, Ravi and Luo, Jun, On the performance of primal/dual schemes for congestion control in networks with dynamic flows, INFOCOM 2008. The 27th Conference on Computer Communications. IEEE, January 2008
  • Keshavarz, Hengameh and Xie, Liang-Liang and Mazumdar, Ravi R, User capacity of Rician and Nakagami fading broadcast channels, IEEE GLOBECOM 2008-2008 IEEE Global Telecommunications Conference, January 2008, 1 - 5
  • Sharma, Gaurav and Shroff, Ness B and Mazumdar, Ravi R, Maximum weighted matching with interference constraints, Fourth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOMW'06), January 2006
  • Sharma, Gaurav and Shroff, Ness B and Mazumdar, Ravi R, Hybrid sensor and mesh networks: Paradigms for fair and energy efficient communication, 2006 2nd IEEE Workshop on Wireless Mesh Networks, January 2006, 83 - 92
  • Sharma, Gaurav and Mazumdar, Ravi R and Shroff, Ness B, On the complexity of scheduling in wireless networks, Proceedings of the 12th annual international conference on Mobile computing and networking, January 2006, 227 - 238
  • Sharma, Gaurav and Shroff, Ness B and Mazumdar, Ravi R, Randomized algorithms for cross-layer network control, MILCOM 2006-2006 IEEE Military Communications conference, January 2006, 1 - 7
  • Karnik, Aditya and Mazumdar, Ravi and Rosenberg, Catherine, Rate control and dynamic dimensioning of multihop wireless networks, 2006 40th Annual Conference on Information Sciences and Systems, January 2006, 1 - 5
  • Ying, Yu and Mazumdar, Ravi and Rosenberg, Catherine and Guillemin, Fabrice, The burstiness behavior of regulated flows in networks, International Conference on Research in Networking, January 2005, 918 - 929
  • Sharma, Gaurav and Mazumdar, Ravi, Hybrid sensor networks: a small world, Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing, January 2005, 366 - 377
  • Sharma, G and Mazumdar, R, On achievable delay/capacity trade-offs in mobile ad hoc networks, Proc. IEEE WiOpt, January 2004
  • Lee, Jang-Won and Mazumdar, Ravi R and Shroff, Ness B, Opportunistic power scheduling for multi-server wireless systems with minimum performance constraints, INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies, January 2004, 1067 - 1077
  • Mhatre, Vivek and Rosenberg, Catherine and Kofman, Daniel and Mazumdar, Ravi and Shroff, Ness, Design of surveillance sensor grids with a lifetime constraint, European Workshop on Wireless Sensor Networks, January 2004, 263 - 275
  • Sharma, Gaurav and Mazumdar, Ravi R, Scaling laws for capacity and delay in wireless ad hoc networks with random mobility, Communications, 2004 IEEE International Conference on, January 2004, 3869 - 3873
  • Lee, J-W and Mazumdar, Ravi R and Shroff, Ness B, Nonconvexity issues for internet rate control with multiclass services: stability and optimality, INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies, January 2004
  • Lee, Jang Won and Mazumdar, Ravi R and Shroff, Ness B, Joint power allocation and base-station assignment based on pricing for the downlink in multi-class CDMA networks, Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual, January 2003, 2466 - 2470
  • Dube, Parijat and Guillemin, Fabrice and Mazumdar, Ravi, Scale functions of Lévy Processes and Busy Periods of Finite Dam M/GI/1 queues, PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING, January 2003, 594 - 602
  • Guillemin, FM and Likhanov, N and Mazumdar, RR and Rosenberg, Catherine, Extremal traffic and bounds for the mean delay of multiplexed regulated traffic streams, INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 2002, 985 - 993
  • Lee, Jang Won and Mazumdar, Ravi R and Shroff, Ness B, Downlink power allocation for multi-class CDMA wireless networks, INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 2002, 1480 - 1489
  • Lee, Jang Won and Mazumdar, Ravi R and Shroff, Ness B, Joint power and data rate allocation for the downlink in multi-class CDMA wireless networks, PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING, January 2002, 1329 - 1338
  • Ozturk, Ozcan and Mazumdar, Ravi R and Likhanov, Nikolay, Many sources asymptotics for a feedforward network with small buffers, PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING, January 2002, 58 - 66
  • Guillemin, FM and Mazumdar, RR, EXTREMAL TRAFFIC AND BOUNDS ON THE LOSS PROBABILITY IN BUFFERS FED WITH REGULATED STREAMS, PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING, January 2001, 932 - 941
  • Kotopoulos, Constantinos and Likhanov, Nikolay and Mazumdar, Ravi R, Asymptotic analysis of GPS systems fed by heterogeneous long-tailed sources, INFOCOM 2001. Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 2001, 299 - 308
  • Likhanov, Nikolay and Mazumdar, Ravi R, Cell loss asymptotics in buffers fed by heterogeneous long-tailed sources, INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 2000, 173 - 180
  • Yaîche, Haîkel and Mazumdar, Ravi R and Rosenberg, Catherine, Distributed algorithms for fair bandwidth allocation to elastic services in broadband networks, INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 2000, 1511 - 1517
  • {i}che, Ha{i}kel and Mazumdar, Ravi R and Rosenberg, Catherine, Distributed algorithms for fair bandwidth allocation to elastic services in broadband networks, Proceedings of the Conference on Computer Communications (IEEE Infocom), January 2000
  • Kotopoulos, C and Likhanov, N and Mazumdar, RR, BUFFER OVERFLOW ASYMPTOTICS IN HOL SERVICE SYSTEMS WITH HETEROGENEOUS LONG-TAILED INPUTS, PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING, January 1999, 567 - 576
  • Delas, Sylvain and Mazumdar, Ravi R and Rosenberg, Catherine, Cell loss asymptotics in priority queues accessed by a large number of independent stationary sources, INFOCOM'99. Eighteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 1999, 551 - 558
  • Likhanov, Nikolay and Mazumdar, Ravi R, Cell loss asymptotics in buffers fed with a large number of independent stationary sources, INFOCOM'98. Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, January 1998, 339 - 346
  • Yaîche, Haîkel and Mazumdar, RR and Rosenberg, Catherine, A game theoretic framework for rate allocation and charging of available bit rate (ABR) connections in ATM networks, Broadband Communications, January 1998, 221 - 233
  • Likhanov, N and Mazumdar, RR and Theberge, Francois, Calculating cell loss probabilities for ON-OFF sources in large unbuffered systems, Communications, 1997. ICC'97 Montreal, Towards the Knowledge Millennium. 1997 IEEE International Conference on, January 1997, 560 - 564
  • Theberge, Francois and Mazumdar, Ravi R, A framework for dimensioning and connection acceptance control in ATM networks, Decision and Control, 1996., Proceedings of the 35th IEEE Conference on, January 1996, 2921 - 2926
  • Sanchez, Pedro I and Mazumdar, Ravi R, Source policing for ATM systems based on peakedness rate, INFOCOM'96. Fifteenth Annual Joint Conference of the IEEE Computer Societies. Networking the Next Generation. Proceedings IEEE, January 1996, 369 - 376
  • Theberge, Francois and Mazumdar, Ravi R, An efficient reduced load heuristic for computing call blocking in large multirate loss networks, Global Telecommunications Conference, 1996. GLOBECOM'96.'Communications: The Key to Global Prosperity, January 1996, 6 - 10
  • Theberge, Francois and Mazumdar, RR, Approximation formulae for blocking probabilities in a large Erlang loss system: a probabilistic approach, INFOCOM'95. Fourteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Bringing Information to People. Proceedings. IEEE, January 1995, 804 - 809
  • Theberge, F and Simonian, A and Mazumdar, RR, A simple upper bound for blocking probabilities in large multi-rate loss networks, Electrical and Computer Engineering, 1995. Canadian Conference on, January 1995, 28 - 31
  • Dijkerman, RW and Mazumdar, RR and Bagchi, A, Modeling and Estimation of Multi-Resolution Reciprocal Processes on N-Ary Trees, Statistical Signal and Array Processing., IEEE Seventh SP Workshop on, January 1994, 247 - 250
  • Sanchez, P-I and Mazumdar, Ravi, A definition of congestion: applications to ATM bandwidth management, INFOCOM'94. Networking for Global Communications., 13th Proceedings IEEE, January 1994, 647 - 654
  • Dijkerman, Rob and Badrinath, Vivek and Mazumdar, Ravi R, Multi-scale representation of stochastic processes using compactly supported wavelets, Time-Frequency and Time-Scale Analysis, 1992., Proceedings of the IEEE-SP International Symposium, January 1992, 185 - 188
  • Mazumdar, RR and Bagchi, A, A white noise version of the Girsanov theorem, Decision and Control, 1991., Proceedings of the 30th IEEE Conference on, January 1991, 2738 - 2743
  • Mazumdar, Ravi and Kannurpatti, Raghavan and Rosenberg, Catherine, A Sample-path Proof Of Rate Conservation For Nonstationary Processes, Information Theory, 1991 (papers in summary form only received), Proceedings. 1991 IEEE International Symposium on (Cat. No. 91CH3003-1), January 1991, 173 - 173
  • Mazumdar, Ravi and Mason, Lome G and Douligieris, C, Fairness in network optimal flow control, Telecommunications Symposium, 1990. ITS'90 Symposium Record., SBT/IEEE International, January 1990, 590 - 596
  • Douligeris, Christos and Mazumdar, Ravi, Multilevel flow control of queues, Proceedings of the Johns Hopkins Conference on Information Sciences and Systems, January 1989
  • Doubligeris, C and Mazumdar, Ravi, A game theoretic approach to flow control in an integrated environment with two classes of users, [1988] Proceedings. Computer Networking Symposium, January 1988, 214 - 221
  • Christidou, Ioanna and Lambadaris, Ioannis and Mazumdar, Ravi, Optimal control of arrivals to a feedback queueing system, Decision and Control, 1988., Proceedings of the 27th IEEE Conference on, January 1988, 663 - 667
  • Mazumdar, Ravi R, A stopping theoretic approach to minimal time detection of system parameter change, Decision and Control, 1986 25th IEEE Conference on, January 1986, 1668 - 1673
  • Likhanov, Nikolay B and Mazumdar, Ravi R and Theberge, Francois, Providing QoS in large networks: Statistical multiplexing and admission control, Analysis, Control and Optimization of Complex Dynamic Systems, , 167 manuscript pages
  • Bagchi, Arunabha and Mazumdar, Ravi, Direct modeling of white noise in stochastic systems, Topics in Stochastic Systems: Modelling, Estimation and Adaptive Control, , 30 manuscript pages
  • Seo, Jin H and Mazumdar, Ravi R, On the innovations problem for a finite additive white noise approach to nonlinear filtering, Stochastic Modelling and Filtering, , 206 manuscript pages