Home:
804-9303 Salish Court
Burnaby, BC V3J 7B7
Canada
Tel: (604) 421-3124
Analytical techniques, numerical methods, and performance evaluation in the areas of:
Ph.D. in Electrical Engineering, 1986.
University of California, School of Engineering and Applied Science,
Los Angeles, California, GPA (4.0/4.0):
Ph.D. dissertation entitled
``Negative Differential Resistance in Transistor Circuits''
under the guidance of Professor Alan N. Willson, Jr.
M.S. in Computer Engineering, 1981.
Syracuse University, Electrical and Computer Engineering Department,
Syracuse, New York, GPA (4.0/4.0)
M.S. in Electrical Engineering, December 1979.
Syracuse University, Electrical and Computer Engineering Department,
Syracuse, New York, GPA (3.9/4.0)
Dipl. Electr. Ing., 1974.
University of Pristina, Electrical Engineering Department,
Pristina, Yugoslavia, GPA (9.97/10.0)
January 1998 - present: Associate Professor
Simon Fraser University,
School of Engineering Science
Traffic characterization and modeling.
Intelligent control of data networks.
Analysis and simulation of admission control policies in packet networks.
Teaching undergraduate courses in electric circuits and
digital and computer labs.
October 1995 - December 1997: Visiting Professor
University of California, Berkeley,
Department of Electrical Engineering and Computer Sciences
Analysis and simulation of admission control policies in packet networks.
Software tools and novel numerical algorithms for dc, steady-state,
and transient simulation of bipolar and MOS circuits.
Advising graduate and undergraduate students and involving them in
the research program. Currently teaching an innovative undergraduate course
on real-time digital systems.
September 1990 - October 1995: Research Scientist
Bell Communications Research,
Computer Networking Research Department, Morristown, NJ
Statistical modeling, characterization,
and collection of traffic in high-speed networks (HIPPI and ATM)
and Bellcore Ethernet LANs.
The traces are used for simulation of call admission control policies
in packet network.
New statistical methods to examine long range dependencies
in traffic traces from networks that carry diverse and statistically
multiplexed traffic.
Evaluation and simulation of congestion control algorithms
(Leaky buckets and Weighted Fair Queueing) for high speed local ATM networks.
Performance simulations of quantitative measures for the Cell Delay Variation
Tolerances in packet networks.
Important contributions to the ATM Forum Traffic Management Working Group.
Design (using Altera PLDs) of the controller for the Bellcore Sunshine
ATM switch currently deployed in the AURORA Gigabit testbed.
July 1988 - September 1990: Member of Technical Staff
AT&T Bell Laboratories, Design Automation Laboratory, Murray Hill, NJ
New numerical methods for resolving convergence difficulties in circuit
simulators.
Implementation of homotopy algorithms in industrial circuit simulators
(SPICE, ADVICE, TITAN).
Demonstration of their superior convergence on large practical bipolar
and MOS circuits.
August 1986 - July 1988: Visiting Lecturer
University of California, Los Angeles, School of Engineering
and Applied Science, Electrical Engineering Department;
California State University,
Northridge, Electrical and Computer Engineering Department
Taught graduate and undergraduate courses in electrical circuits and
a senior/graduate course in VLSI design.
October 1974 - July 1978: Research and Teaching Assistant
Technical University of Pristina,
Electrical Engineering Department, Pristina, Yugoslavia
Taught undergraduate courses in electrical circuits.
Lj. Trajkovic, ``Traces and measurement tools in support of a viable quality of service concept,'' 1998 Presidents Research Grant, Simon Fraser University, PRG 98-1 (award amount $10,272 CD).
CITIZENSHIP: USA
LANGUAGES: English, Serbian, Russian, French
REFERENCES FURNISHED UPON REQUEST
PUBLICATIONS
Lj. Trajkovic and A. N. Willson, Jr., ``Replacing a transistor with a compound transistor,'' IEEE Trans. Circuits Syst., vol. CAS-35, pp. 1139--1146, Sept. 1988, and Proc. European Conf. on Circuit Theory and Design, Paris, France, Sept. 1987, pp. 59--64.
Lj. Trajkovic and A. N. Willson, Jr., ``Complementary two-transistor circuits and negative differential resistance,'' IEEE Trans. Circuits Syst., vol. 37, pp. 1258--1266, Oct. 1990.
Lj. Trajkovic and A. N. Willson, Jr., ``Theory of dc operating points of transistor networks,'' Int. J. of Electronics and Communications, vol. 46, no. 4, pp. 228--241, July 1992, and Proc. Int. Seminar Nonlinear Circuits and Systems, Moscow, Russia, June 1992, pp. 89--105.
Lj. Trajkovic and S. J. Golestani, ``Congestion control for multimedia services,'' IEEE Network Magazine, vol. 6, no. 5, pp. 20--26, Sept. 1992.
R. C. Melville, Lj. Trajkovic, S. C. Fang, and L. T. Watson, ``Artificial parameter homotopy methods for the dc operating point problem,'' IEEE Trans. on CAD, vol. 12, pp. 861--877, June 1993.
L. Weiss, W. Mathis, and Lj. Trajkovic, ``A generalization of Brayton-Moser's mixed potential function,'' IEEE Trans. on CAS, vol. 45, no. 4, pp. 423--427, April 1998.
Lj. Trajkovic and A. Neidhardt, ``Effect of traffic knowledge on the efficiency of admission control policies,'' ACM Computer Communication Review, vol. 29, no. 1, pp. 5--34, Jan. 1999.
J. C. Lagarias and Lj. Trajkovic, ``Bounds for the number of dc operating points of transistor circuits,'' IEEE Trans. on CAS, vol. 46, no. 10, pp. 1216--1221, Oct. 1999.
V. Markovski, F. Xue, and Lj. Trajkovic, ``Simulation and analysis of packet loss in video transfers using User Datagram Protocol,'' accepted for publication in The Journal of Supercomputing, Kluwer.
S. C. Fang, R. C. Melville and Lj. Trajkovic, ``Artificial Parameter Homotopy Methods for the DC Operating Point Problem,'' No. 5,181,179, Jan. 19, 1993.
Lj. Trajkovic, ``Homotopy methods for computing dc operating points,'' invited contribution to the Encyclopedia of Electrical and Electronics Engineering, J. G. Webster, Ed. New York: John Wiley & Sons, 1999, vol. 9, pp. 171--176.
Lj. Trajkovic and A. N. Willson, Jr., ``Computer-aided generation of circuit matrices,'' Proc. Modeling and Simulation Conf., Pittsburgh, PA, 1986, pp. 987--992.
Lj. Trajkovic and A. N. Willson, Jr., ``Circuit parameters and the occurrence of negative differential resistance,'' Proc. IEEE Int. Symp. Circuits and Systems, San Jose, CA, May 1986, pp. 277--280.
Lj. Trajkovic and A. N. Willson, Jr., ``Biasing of two-transistor circuits exhibiting negative differential resistance,'' Proc. 29th Midwest Symposium on Circuits and Systems, Lincoln, NE, Aug. 1986, pp. 158--162.
Lj. Trajkovic and A. N. Willson, Jr., ``A two-transistor circuit having no resistors cannot model an SCR,'' Proc. IEEE Int. Symp. Circuits and Systems, Philadelphia, PA, May 1987, pp. 888--891.
Lj. Trajkovic and A. N. Willson, Jr., ``Behavior of nonlinear transistor one-ports: things are not always as simple as might be expected,'' Proc. 30th Midwest Symposium on Circuits and Systems, Syracuse, NY, Aug. 1987, pp. 1210--1213.
Lj. Trajkovic and A. N. Willson, Jr., ``Negative differential resistance in two-transistor one-ports with no internal sources,'' Proc. IEEE Int. Symp. Circuits and Systems, Espoo, Finland, June 1988, pp. 747--750.
Lj. Trajkovic, R. C. Melville and S. C. Fang, ``Passivity and no-gain properties establish global convergence of a homotopy method for dc operating points,'' Proc. IEEE Int. Symp. Circuits and Systems, New Orleans, LA, May 1990, pp. 914--917.
Lj. Trajkovic, R. C. Melville and S. C. Fang, ``Improving dc convergence in a circuit simulator using a homotopy method,'' Proc. IEEE Custom Integrated Circuits Conference, San Diego, CA, May 1991, pp. 8.1.1--8.1.4.
Lj. Trajkovic, R. C. Melville and S. C. Fang, ``Finding dc operating points of transistor circuits using homotopy methods,'' Proc. IEEE Int. Symp. Circuits and Systems, Singapore, June 1991, pp. 758--761.
W. D. McQuain, C. J. Ribbens, L. T. Watson, R. C. Melville, Lj. Trajkovic, ``Sparse numerical linear algebra problems in circuit simulation,'' Proc. Int. Conf. on Industrial and Applied Mathematics, Washington, DC, 1991, p. P19.
M. Tolikas, Lj. Trajkovic, and M. Ilic, ``Homotopy methods for solving decoupled power flow equations,'' Proc. IEEE Int. Symp. Circuits and Systems, San Diego, CA, May 1992, pp. 2833--2843.
J. J. Hickey, T. J. Bogovic, B. S. Davie, W. S. Marcus, V. F. Massa, Lj. Trajkovic, and D. V. Wilson, ``The architecture of the Sunshine broadband testbed,'' Proc. ISS '92, Yokohama, Japan, Oct. 1992, vol. 1, pp. 204--208.
Lj. Trajkovic and S. Halfin, ``Buffer requirements in ATM networks with leaky buckets,'' Proc. ICC '94, New Orleans, LA, May 1994, pp. 1616--1620.
ATM Forum Traffic Management Working Group Contributions:
ATM-Forum/93-0771 ``Proposed traffic management work item - study
of scheduling schemes,'' (with M. Garrett and D.-P. Hsing),
ATM-Forum/94-0077 ``Traffic management and congestion control for ATM LANs,''
ATM-Forum/94-0265 ``Common scenarios for simulation studies of cell delay
variation tolerance,'' (with D.-P. Hsing and J. Bennett),
and
ATM-Forum/94-0413 ``Simulation studies of CDV tolerance - single
node configuration,'' (with D.-P. Hsing).
W. Mathis, Lj. Trajkovic, M. Koch, and U. Feldmann, ``Parameter embedding methods for finding dc operating points of transistor circuits,'' Proc. NDES '95, Dublin, Ireland, July 1995, pp. 147--150.
Lj. Trajkovic and W. Mathis, ``Parameter embedding methods for finding dc operating points: formulation and implementation,'' Proc. NOLTA '95, Las Vegas, NV, Dec. 1995, pp. 1159--1164.
Lj. Trajkovic, ``Homotopy methods for solving nonlinear equations and their application in circuit simulation,'' The 2nd IMACS Conference on Applications of Computer Algebra, RISC, Castle Hagenberg, Austria, July 1996.
A. Neidhardt and Lj. Trajkovic, ``Knowing traffic characteristics on multiple time scales improves efficiency of call admission control policies,'' IEEE ATM'96 Workshop, San Francisco, CA, Aug. 1996, Session TA2.
J. C. Lagarias and Lj. Trajkovic, ``Bounds for the number of dc operating points of transistor networks,'' Proc. IEEE Int. Symp. Circuits and Systems, Hong Kong, June 1997, pp. 857--860.
Lj. Trajkovic and A. Neidhardt, ``Traffic characterization and time scales for designing efficient network control policies,'' (invited paper) Proc. NOLTA '97, Hawaii, Dec. 1997, pp. 1157--1160.
E. Fung, S. Sanders, and Lj. Trajkovic, ``HomSPICE: Simulator with homotopy algorithms for finding dc and steady state solutions of nonlinear circuits,'' Proc. IEEE Int. Symp. Circuits and Systems, Monterey, CA, June 1998, TPA 10-2.
M. H. Smith, S. Rubin, and Lj. Trajkovic, ``Fuzzy data mining for querying and retrieval of research archival information,'' Proc. 17th International Conference of the NAFIPS, Pensacola Beach, FL, Aug. 1998, pp. 140--145.
L. Kronenberg, Lj. Trajkovic, and W. Mathis, ``Ein Backtracking-Suchalgorithmus fur topologische Gleichstrom-Arbeitspunkt-Analyse,'' 43rd Int. Scientific Colloquium, Technical University of Ilmenau, Sept. 1998, vol. 3, pp. 131--137.
M. H. Smith, Lj. Trajkovic, and S. Rubin, ``FuzzyBase: an information -- intelligent retrieval system,'' Proc. 1998 IEEE Int. Conf. on Systems, Man, and Cybernetics, San Diego, Oct. 1998, TA11, pp. 2797--2802.
A. Dyess, E. Chan, H. Hofmann, W. Horia, and Lj. Trajkovic, ``Simple implementations of homotopy algorithms for finding dc solutions of nonlinear circuits,'' Proc. IEEE Int. Symp. Circuits and Systems, Orlando, FL, June 1999, vol. VI, pp. 290--293.
C. Cheng, M. Jiang, E. Lo, R.H.S. Hardy, and Lj. Trajkovic, ``Opnet in an education environment: the Simon Fraser University experience,'' OPNETWORK '99, Washington, DC, Aug. 1999.
L. Kronenberg, Lj. Trajkovic, and W. Mathis, ``Analysis of feedback structures and their effect on multiple dc operating points,'' Proc. European Conference on Circuit Theory and Design, Stresa, Italy, Aug. 1999, pp. 683--686.
L. Kronenberg, Lj. Trajkovic, and W. Mathis, ``Analysis of feedback structures in FET circuits,'' Proc. X International Symposium on Theoretical Electrical Engineering, Magdeburg, Germany, Sept. 1999, pp. 445--450.
S. H. Rubin, M. H. Smith, and Lj. Trajkovic, ``Randomizing the knowledge acquisition bottleneck,'' Proc. 1999 IEEE Int. Conf. on Systems, Man, and Cybernetics, Tokyo, Japan, Oct. 1999, pp. V 790--V 795.
L. Kronenberg, W. Mathis, and Lj. Trajkovic, ``PFBS method for the analysis of transistor circuits: proof of uniqueness,'' Mixed Design of Integrated Circuits and Systems, MIXDES 2000, Gdynia, Poland, June 2000, pp. 145--148.
F. Xue, V. Markovski, and Lj. Trajkovic, ``Wavelet analysis of packet loss in video transfers over UDP,'' Proc. Internet Computing 2000, Las Vegas, NV, June 2000, pp. 427--433.
F. Xue and Lj. Trajkovic, ``Performance analysis of a wavelet-based Hurst parameter estimator for self-similar network traffic,'' Proc. SPECTS '2K, Vancouver, BC, Canada, July 2000, pp. 278--285.
V. Markovski and Lj. Trajkovic, ``Analysis of loss periods for video transfer over UDP,'' Proc. SPECTS '2K, Vancouver, BC, Canada, July 2000, pp. 294--298.
L. Kronenberg, W. Mathis, and Lj. Trajkovic, ``Limitations of criteria for testing transistor circuits for multiple dc operating points,'' 43rd Midwest Symposium on Circuits and Systems, MWSCAS 2000, Lansing, MI, Aug. 2000.
M. Jiang, R. H. S. Hardy, and Lj. Trajkovic, ``Simulating CDPD network using OPNET,'' OPNETWORK 2000, Washington, DC, Aug. 2000.
N. Alborz, M. Keyvani, M. Nikolic, and Lj. Trajkovic, ``Simulation of packet data networks using OPNET,'' OPNETWORK 2000, Washington, DC, Aug. 2000.
L. Kronenberg, Lj. Trajkovic, and W. Mathis, ``Finding dc operating points: limitations of topological and determinant criteria,'' Proc. NOLTA 2000, Dresden, Germany, Sept. 2000, pp. 209--212.
F. Lau, S. H. Rubin, M. H. Smith, and Lj. Trajkovic, ``Distributed denial of service attacks,'' Proc. 2000 IEEE Int. Conf. on Systems, Man, and Cybernetics, Nashville, TN, Oct. 2000, pp. 2275--2280.
S. Rubin, Lj. Trajkovic, J. Boerke, and R. Rush, Jr., ``On the role of randomization in software engineering,'' to be published in Proc. IEMS 2001, Cocoa Beach, FL, March 2001.
F. Xue, V. Markovski, and Lj. Trajkovic, ``Packet loss in video transfers over IP networks,'' to be published in Proc. IEEE Int. Symp. Circuits and Systems, Sydney, Australia, May 2001.
M. Jiang, M. Nikolic, S. Hardy, and Lj. Trajkovic, ``Impact of self-similarity on wireless data network performance,'' to be published in Proc. ICC 2001, June 2001, Helsinki, Finland.
A. Danes, S. Rubin, M. Smith, and Lj. Trajkovic, ``Mapping the Internet,'' to be published in Proc. NAFIPS 2001, Vancouver, BC, July 2001.
Lj. Trajkovic, W. Marcus, and V. F. Massa, ``Input Port Controller for the Sunshine Switch,'' Bellcore, Internal Memorandum IM-BCR-178, October 4, 1992.
Lj. Trajkovic, ``Traffic Management and Congestion Control for ATM Local Area Networks,'' Bellcore, Internal Memorandum, IM-468, December 14, 1994.
Lj. Trajkovic and D. Daly, ``Traffic Measurements in High-Speed Networks,'' Bellcore, Internal Memorandum, IM-469, December 14, 1994.
R. Caballero, M. Kerner, A. Kwan, R. Lau, P. Skelly, and Lj. Trajkovic, ``QOS Objectives for a Broadband Video Network,'' Bellcore, Technical Memorandum, TM-STS-24839, July 1995.
``Tesla's vision of the wireless global communications,'' Engineering 24, Nikola Tesla: The Genius Who Lit The World, Fall 2000 Freshman Seminar, UC Berkeley, CA, October 2000.
``Characterization of Internet traffic and its impact on network performance,'' Nuclear Engineering Colloquiums, UC Berkeley, CA, October 2000.
Lectures on ``Packet networks, ATM, and new technologies,'' Universidad del Mayab, Merida, Mexico, 05/03-05/2000.
``Homotopy algorithms for finding dc and steady state solutions of nonlinear circuits,'' Tokushima University, Tokushima, Japan, 04/22/1998; Kyushu University, Fukuoka, Japan, 05/09/1998; Kyoto University, Kyoto, Japan, 05/17/1998; Sophia University, Tokyo, Japan, 05/22/1998; Centre for Experimental and Constructive Mathematics, Simon Fraser University, Burnaby, BC, Canada, 11/25/1998.
``Homotopy algorithms for finding dc and steady state solutions of nonlinear circuits,'' presented at the workshop on ``Algorithmic Methods for Semiconductor Circuitry'' Institute for Mathematics and its Applications, University of Minnesota, Minneapolis, MN, 11/24-25/1997.
``Effect of Traffic Knowledge on the Efficiency of Admission Control Policies,'' School of Engineering Science, Simon Fraser University, Burnaby, Canada, 05/15/97.
``Simulation Tools for Analog VLSI Circuits,'' ECE Department, Johns Hopkins University, Baltimore, MD, 04/04/1997.
``Traffic Traces and Measurement Tools in Support of a Viable Quality of Service Concept in Communication Networks,'' Telesis Technologies Laboratory, San Ramon, CA, 01/07/1997; University of Texas, Arlington, TX, 01/24/1997; Oklahoma State University, Stillwater, OK, 01/31/1997.
``Parameter Embedding Methods for Finding DC Operating Points: Formulation and Implementation,'' Analogy, Beaverton, OR, 01/10/1996; Siemens, Munich, Germany, 07/22/1996; Mentor Graphics/ANACAD, Grenoble, France, 07/24/1996.
``Your First Industrial Job: Learning the Ropes and Riding the Waves,'' EECS Department, UC Berkeley, 02/05/1996 (WWW: http://diva.eecs.berkeley.edu/~ljilja/WICSE).
``Traffic Characteristics and Call-Admission Control Policies in High-Speed Networks,'' CS Department, UC Davis, CA, 05/22/1996; EE Department, University of Wuppertal, Germany, 08/13/1996; EECS Department, UC Berkeley, 10/24/1996.
``Parameter Embedding Methods (Homotopy and Continuation) in Nonlinear Circuits,'' EPFL, Lausanne, Switzerland, 07/26/1996.
``Homotopy Methods for Solving Nonlinear Equations and their Application in Circuit Simulation,'' EE Department, Dresden University, Germany, 08/12/1996.
``Theory, Analysis, and Simulation of Nonlinear Electronic Circuits,'' two-day workshop, University of Novi Sad, Yugoslavia, 08/19-20/1996.
``Homotopy Methods for Solving Nonlinear Equations and their Application in Simulation of Electronic Circuits,'' EE Department, Belgrade University, 08/22/1996.
``On Transistor Circuits DC Operating Points,'' EECS Department, UC Berkeley, 11/12/1996.
``Finding Transistors DC Operating Points: Can We Improve Existing Analog Simulation Tools?,'' Analogy, Beaverton, OR, 12/18/1996; EE Department, Bucknell University, Lewisburg, PA, 02/28/1997.
``Collection and Characterization of Traffic in High-Speed Networks,'' ECE Department, Carnegie Mellon University, Pittsburgh, PA, 04/27/1995.
``Homotopy Methods for Solving Nonlinear Equations and their Application in Circuit Simulation,'' ECE Department, Carnegie Mellon University, Pittsburgh, PA, 04/27/1995; EE Department, Flinders University, Adelaide, Australia, 07/23/1995.
``Parameter Embedding Methods for Finding DC Operating Points: Formulation and Implementation,'' EECS Department, UC Berkeley, 12/08/1995.
``Congestion Control Mechanisms for ATM Networks,'' ECE Department, North Carolina State University, Raleigh, NC, 04/29/1994.
``Simulating Leaky Bucket in ATM Networks,'' LATM meeting, Bellcore, Morristown, NJ, 02/05/1993; AURORA Jamboree, MIT, 02/22/1993.
``Congestion and Scheduling Issues in ATM,'' LATM meeting, Xerox PARC, Palo Alto, CA, 04/19/1993.
``Traffic and Congestion Control Issues in ATM,'' LATM meeting, HP, Palo Alto, CA, 05/14/1993.
``ATM Cell Header Processor for the Sunshine Switch,'' AURORA Jamboree, University of Pennsylvania, Philadelphia, PA, 11/12--13/1991.
``Improving DC Convergence in a Circuit Simulator Using a Homotopy Method,'' EE Department, UCLA, Los Angeles, CA, 05/17/1991.
``Homotopy Methods for Circuit Simulation,'' AT&T, Dallas, TX, 01/26/1990.
``Homotopy Methods for Finding DC Operating Points,'' EE Department, Princeton University, Princeton, NJ, 02/13/1990; EE Department, Michigan State University, East Lansing, MI, 04/13/1990.
``Homotopy Methods for DC Operating Points,'' AT&T Bell Laboratories, Allentown, PA, 09/20/1989.
``Nonlinear Transistor Circuits,'' Bell Communications Research, Morristown, NJ, 10/17/1989; Engineering Department, Harvey Mudd College, Claremont, CA, 12/12/1989.
``Bistability in Transistor Circuits,'' AT&T Bell Laboratories, Murray Hill, NJ, 01/18/1988; EE Department, Michigan State University, East Lansing, MI, 02/01/1988.
``Bistable Transistor Circuits: Theory, Simulation, and Modeling,'' AT&T Bell Laboratories, Murray Hill, NJ, 10/07/1988.
``Nonlinear Phenomena in VLSI Circuits,'' EE Department, Princeton University, Princeton, NJ, 05/04/1987.
``Nonlinear Transistor Circuits,'' AT&T Bell Laboratories, 06/05/1985; Bell Communications Research, Red Bank, NJ, 08/26/1985; DEC, Hudson, MA, 10/28/1985.
``Negative Differential Resistance in Transistor Circuits,'' EE Department, University of Illinois, Champaign, Urbana, IL, 10/01/1985.
Last updated Wednesday June 21 11:24:00 PDT 2000.