Boleslaw K. Szymanski
Director, Center for Pervasive Computing and Networking
Professor, Department of Computer Science, Rensselaer Polytechnic Institute
IEEE Fellow; Editor-in-Chief: Scientific Programming

Education




M.Eng. (Electronics) - Warsaw Polytechnic University, Warsaw, Poland, 1973


Ph.D. (Computer Science) - National Academy of Sciences, Warsaw, Poland, 1976



Professional Career



University of Pennsylvania, Philadelphia, PA


1982-1985    Visiting Assistant Professor, Computer and Information Science

Rensselaer Polytechnic Institute, Troy, NY


1985-1989		Associate Professor of Computer Science


1993-1994		Acting Department Chair, Department of Computer Science


1990-present 		Professor of Computer Science


1997-present Chair of Information Technology Research Board


1997-2001 		Associate Dean for Information Technology


2003-present 		Director of the Center for Pervasive Computing and Networking



Entrepreneurship and Industrial Consulting




Premonitia, Inc., Waltham, MA (2001), and EnterNet Inc., Troy, NY (2000), co-founder,


CCCC, Philadelphia, PA (1983-88), chief scientific officer and consultant.


Consulting: Cardiomag Imaging, IBM T.J. Watson Lab., Research and Development Center, GE, 


United Nation Development Office (Vienna, Austria).



Professional Society Memberships, Honors, Awards and Activities




William H. Wiley Distinguished Faculty Award, RPI, 2003


IEEE Fellow (since 1999), Computer Society of IEEE: member since 1982


ACM National Lecturer(1988-89), Association for Computing Machinery: member since 1982


Editor-in-Chief: Scientific Programming (since 2000)


First Prize in SuCuPar93, international parallel computation competition,Mannheim, Germany, 1993


NASA Certificate of Recognition for development of technical innovation, 1997


Gold Medal at the International Olympiad in Mathematics, 1968


Chair, The Third Workshop on Compilers, Languages and Run-Time Systems,Troy, NY, May, 1995


Guest Editor: ACM SIGAPP Applied Computing Review (1996),

  Journal of Parallel Algorithms and Applications (1996),Scientific Programming (1996, 1998)


Tutorials: SCSC'02, IEEE ICA3PP'96, ACM SAC'96, ISC'88


Member of the Editorial Board: Parallel and Distributed Computing Practices

Research Interests

Network management and simulation, including the Internet, network middleware and Web-based computing. Scientific parallel computation, in particular run-time optimization, load balancing and monitoring of parallel and distributed object-oriented programs. Algorithm design and verification for parallel and distributed systems.

Administrative Experience

Director and a founder of the Center for Pervasive Computing and Networking: developed the vision of the center and assembled 12 faculty research team participating in the center research.

Associate Dean for Information Technology: principal member of the team that created the Information Technology Program at RPI and developed IT curriculum; chair of Computer Science department faculty search that hired eleven assistant professors from top schools since 1997, six of whom already won prestigious NSF Career's Awards; chair of the ``Future of School of Science'' panel and principal author of a report that identified Information Technology and Biotechnology as strategic directions for the school in 1999 (these two directions were later selected as growth initiatives for the entire university); currently leading an integration of research in Information Technology involving Schools of Engineering, Science and Humanities & Social Science.

Chair of the Information Technology Research Board: advisor to the Vice-President for Research and the Vice-Provost for Information Technology on strategic directions of IT research for university.

Founding Member of Scientific Computing Research Center (SCOREC): one of the five founding members of SCOREC which focuses on adaptive solvers for partial differential equations and multiscale and multiphase simulations. Co-author and co-Principal Investigator in major SCOREC grants.

Research Grants

1. Equipment for Parallel Scientific Computation, U.S. Army Research Office and Air Force Office of Scientific Research, $141,000, co-PI with five others, September 1987.
2. Parallel Scientific Computation, U.S. Army Research Office, $759,000, co-PI with five others, June 1986 to May 1989.
3. Solution of Partial Differential Equations on Parallel Computers Using an Equational Language, National Science Foundation, $93,000, co-PI with J. Flaherty, August 1987 - January 1990.
4. Development of a Definitional Language Processor for Real-Time Applications, Office of Naval Research, $267,000, sole PI, July 1986 - September 1990.
5. Parallel Scientific Computation, Army Research Office, $60,000, co-PI with J. Flaherty, May 1990 - April 1991.
6. Research Experience in Computer Science for Undergraduates, National Science Foundation, $120,000, co-PI with eight others, June 1989 - May 1992.
7. Adaptive Solutions of Partial Differential Equations on Parallel Computers Using an Equational Language, National Science Foundation, $64,000, co-PI with J.E. Flaherty, April 1990 - September 1992.
8. Computing Environments for Mathematical Applications, National Science Foundation CISE, $2,000,000, co-PI with 14 other researchers, October 1988 - September 1993.
9. IBM Faculty Development Grant, IBM Corp, $75,000, sole PI, July 1992 - June 1995.
10. Software Tools for Adaptive Parallel Computation, Office of Naval Research, $221,000, sole PI, December 1992 - January 1996.
11. Programming Paradigms in Run-Time Support of Parallelism for Irregular Computations, NASA GRFP, $66,000, sole PI, July 1993 - June 1996.
12. Acquisition of HP 9000 workstation with C++ and Fortran90 compilers, Hewlett-Packard, $24,000, sole-PI, June 1996.
13. Domain Specific Parallel Adaptive Scientific Computations, National Science Foundation, $135,000, co-PI with J. Flaherty, July 1993 - June 1997.
14. Parallel Software Tools for Spatial Modeling of Ecological Systems, National Science Foundation, $168,000, sole-PI, July 1994 to June 1997.
15. Acquisition of Instrumentation to Facilitate Large Scale Parallel Computation, NSF Instrumentation Grant, $120,000, co-PI with four others, August 1997.
16. Mobile Agents in Distributed Computing, IBM Shared University Research, $25,000, sole PI, February 1998 - December 1999.
17. Proactive Problem Avoidance and QoS Guarantees for Large Heterogeneous Networks, subcontract to Lucent Technology grant from DARPA BAA9704, $500,000, co-PI with two others, October 1997 - September 2000.
18. Network Management and Control Using Collaborative On-Line Simulation, DARPA BAA9802, $617,000, co-PI with two others, August 1998 - May 2000.
19. Understanding Human Joint Mechanics through Advanced Computational Models, National Science Foundation HPCC, $2,550,000, co-PI with four others, September 1993 - August 2000.
20. Equipment for Distributed Network Laboratory, IBM Corp., Shared University Research, $168,000, PI with co-PI S. Kalyanaraman, October 2000.
21. Agent-based Middleware for Network Management, IBM Corp Shared University Research, $25,000, sole-PI, January 1999 - December 2000.
22. A High-Performance Problem-Solving Environment for Optimization and Control of Chemical and Biological Processes, NSF (subcontract with University of Minnesota), $2,500,000, co-PI with two others, October 1995 - May 2001.
23. Scalable Instrumentation and Database Approach to Performance Analysis of Parallel Scientific Applications, NASA GRFP, $44,000, sole PI, July 1999- June 2001.
24. Mapping Results of Continuous Simulations onto Spatially Explicit Parallel Distributed Event Simulations, NSF KDI (subcontract with Dartmouth College), $1,400,000, sole PI, July 1998 - September 2003.
25. Metacomputing: Nomadic and Parallel Computation Over the Internet, IBM Corp., Shared University Research, $25,000, sole-PI, January 2000 - December 2001.
26. Scalable Online Network Modeling and Simulation, DARPA BAA0018, $1,685,761, Principal Investigator (three other co-PIs), June 2000 - January 2005.
27. Scalable Network Performance Modeling and Prediction for Network Management, CISCO URP Grant, $129,000, Principal Investigator, June 2001 - July 2003.
28. Performance Mining of Large-Scale Data-Intensive Distributed Object Applications, NSF NGS Program, $409,000, co-Principal Investigator with M. Zaki and C. Carothers, September 2001 - August 2004.

29. Techniques for Resource Discovery, Monitoring and Allocation in SmartGrids, IBM Corp. $33,000, Principal Investigator, November 2002- Feburary 2004.

30. Automatic Classification of Magnetocardiograms, NSF SBIR Phase I, $90,518, Senior Investigator with Karsten Sternickel of Cardiomag Imaging Inc., January - June 2003.

Ph.D. Graduates

Jeanette Bruno: ``Analyzing Conditional Data Dependencies in an EquationalLanguage Compiler,'' 1989;


the McNaughton Award for the best computer science graduate student (1989);


Researcher, Corporate Research and Development Center, GE, Schenectady, NY.


Balaram Sinharoy: ``Optimizing Iterative Algorithms for Distributed-Memory Machines,'' 1992;


the McNaughton Award for the best computer science graduate student (1992);


Senior Researcher, Future Directions Division, IBM Corp., Poughkeepsie, NY.


Can Ozturan: ``Distributed Environment and Load Balancing for AdaptiveUnstructured Meshes,'' 1995

(co-advisor with J. Flaherty); Assistant Professor, Bogazici University, Istanbul, Turkey.


Charles Norton: ``Object Oriented Paradigms in Scientific Computing,'' 1996;


Senior Scientist, Jet Propulsion Laboratory, NASA, Pasadena, CA.


Ewa Deelman: ``Performance Optimization of Parallel Discrete Event Simulationof Spatially Explicit


Problems,'' 1997; Researcher, University of California, Los Angeles, CA.


Wesley Kaplow: ``Compile-Time and Run-Time Methods for Cache Optimization in Scientific Codes,''


1998; Senior Technology Director, Qwest Communications, Whippany, NJ.


Mohan Nibhanapudi: ``Adaptive Parallel Computations on Network of Workstations,'' 1998;


Researcher, Inktomi, Inc.


William Maniatty: ``High-Performance Computing Ecological Modeling,'' 1998;


the Gerhardt Prize for the outstanding graduate student in Science and Engineering (1997);


the McNaughton Award for the best computer science graduate student (1998);


Assistant Professor, SUNY Albany.


Jeffrey Nesheiwat: ``Instrumentation Data Base Approach to the Analysis of Large Parallel and Object


Oriented Scientific Applications,'' 2000; Researcher, Oracle, Inc.


Gang Chen: ``New Methods for Parallel Discrete Event Simulation,'' 2003; Adjunct Professor, RPI.


Alan Bivens: ``Distributed Framework for Deploying Machine Learning in Network Management


and Security,'' 2003; Researcher, IBM TJ Watson Laboratory, Poughkeepsie, NY.


Five theses in progress. Supervised 49 M.S. theses. Member of 33 Ph.D. committees at RPI, University


of Pennsylvania, Temple University, Technical University of Nova Scotia, Halifax, Canada.

Teaching Experience

• Graduate courses: Computer Operating Systems, Theoretical Issues in Operating System Design, Parallel Programming Languages, Theory of Compiler Design.
  
• Undergraduate courses: Parallel Programming, Operating Systems, Operating System Fundamentals, Compiler Design, Programming Languages, Discrete Structures, Fundamentals of Computer Science.
• Several graduate and undergraduate special topics courses in networking, distributed and parallel computing.

University Service

• Director of the Center for Pervasive Computing and Networking (2003-present
• Associate Dean for Information Technology (1997 - 2001)
• Chair of Information Technology Research Board (1997 - present)
• member of Faculty Council (1989-1991), and Faculty Compensation Committee
• chair of departmental committees on: Graduate Curriculum in Operating Systems, Enrollment Committee, Search Committee, Best Teacher Award, Ph.D. Preliminary Exam
• member of departmental committees: New Staff, Graduate Curriculum, Laboratory

Patents

1. System and Method for Accessing Personal Information, filed on April 7, 2000 under serial number 09/544,676 and based on U.S. Provisional Application Serial No. 60/128,219, with C. Hsu and G. Hughes.

2. Network Management and Control using Collaborative On-Line Simulation, applied for US Patent on December 15, 2000, based on U.S. Provisional Application Serial No. 60/170,896, with S. Kalyanaraman, K. Vastola, N. Sikdar, J. Jiang, Y. Tao, D. Harrison, B. Mo, B. Sikdar and H.T. Kaur.

3. Fast Network Simulation Using Network Decomposition, RPI patent disclosure case 638 filed on November 12, 2000, application pending, with B. Mo.

4. A Method For Synchronizing Parallel Event Simulation Based On Lookback Property, provisional application filled on May 13, 2002, with G. Chen.

Selected Publications (out of more than 200)

Books Edited

1. B.K. Szymanski, Parallel Functional Languages and Compilers, ACM Press, New York, 1991.

2. B.K. Szymanski, Trends in Parallel Processing, UNIDO Emerging Technology Series, Vienna, 1996, 84 pp.

3. B.K. Szymanski and B. Sinharoy, Languages, Compilers and Run-Time Systems for Scalable Computers, Kluwer Academic Publishers, 1996, 335 pp.

Journal papers

1. B.K. Szymanski, ``An Optimum Length of Fixed-Size Multiword List Items,'' Bulletin de l'Academia Polonaise des Sciences, Ser. Scien. Techn., 25, No. 9, pp. 89-93, 1976.

2. J. Dobosz and B.K. Szymanski, ``An Implementation of a Relational Interface to an Information System,'' Information Systems, 6, No. 3, pp. 219-228, 1981.

3. H. Rybinski and B.K. Szymanski, ``Multilevel Information System-Toward More Flexible Information Systems,'' Information Processing and Management, 17, No. 4, pp. 277-290, 1981.

4. M. Sulej and B.K. Szymanski, ``Design of a Specialized Hardware Device for Data Selection and Transformation,'' Microprocessing and Microprogramming, 10, No. 4, pp. 255-259, 1982.

5. J. Dobosz, S. Romanski, B.K. Szymanski, and E. Zabza-Tarka, ``Relational Access to Data in Information System: Research, Development and Applications,'' Automatic Documentation and Mathematical Linguistics, 16, No. 2, pp. 54-63, 1983.

6. B.K. Szymanski, Y. Shi, and N. Prywes, ``Synchronized Distributed Termination,'' IEEE Transactions on Software Engineering, SE-11, No. 10, pp. 1136-1140, October 1985.

7. J. Tseng, Y. Shi, B.K. Szymanski, and N. Prywes, ``Real-Time Software Life Cycle with the MODEL System,'' IEEE Transactions on Software Engineering, SE-12, No. 2, pp. 358-373, February 1986.

8. N. Prywes, Y. Shi, B.K. Szymanski, and J. Tseng, ``Supersystem Programming with Model,'' IEEE Computer, 19, No. 2, pp. 50-60, February, 1986.

9. B.K. Szymanski, ``Parallel Programming with Recurrent Equations,'' Int. Journal on Supercomputer Applications, 1, No. 2, pp. 44-74, 1987.

10. Y. Shi, N. Prywes, A. Pnueli, and B.K. Szymanski, ``Very High Level Concurrent Programming,'' IEEE Transactions on Software Engineering, SE-13, No. 8, pp. 1038-1046, September 1987.

11. B.K. Szymanski and N. Prywes, ``Efficient Handling of Data Structures in Definitional Languages,'' Science of Computer Programming, 10, No. 3, pp. 221-245, 1988.

12. B. McKenney and B.K. Szymanski, ``Generating Parallel Code for SIMD Machines,'' ACM Letters on Programming Languages and Systems, 1, No. 1, March 1992, pp. 59-73.

13. B.K. Szymanski and B. Sinharoy, ``Complexity of the Closest Vector Problem in a Lattice Generated by (0,1)-Matrix,'' Information Processing Letters, 42, No. 3, pp. 121-126, May 1992.

14. W. Maniatty, B. Sinharoy, and B.K. Szymanski, ``Efficiency of Data Alignment on MasPar,'' ACM SIGPLAN Notices, 28, No. 1, pp. 48-51, January 1993, special issue with Proc. II Workshop on Languages, Compilers, and Run-Time Environments for Distributed Memory Multiprocessors, Boulder, CO, September 1992.

15. B.K. Szymanski and T. Caraco, ``Spatial Analysis of Vector-Borne Disease: A Four Species Model,'' Evolutionary Ecology, 8, No. 3, 1994, pp. 299-314.

16. B. Sinharoy and B.K. Szymanski, ``Finding Optimum Wavefront of Parallel Computation,'' Journal of Parallel Algorithms and Applications, 2, No. 1, 1994, pp. 5-26.

17. B. Sinharoy, C. Ozturan, and B.K. Szymanski, ``Compiler Technology for Parallel Scientific Computation,'' Scientific Programming, 3, No. 3, 1994, pp. 201-225.

18. B. Sinharoy and B.K. Szymanski, ``Data and Task Alignment in Distributed Memory Architectures,'' Journal of Parallel and Distributed Computing, 21. No. 1, pp. 61-74, April 1994.

19. B.K. Szymanski, ``An Upper Bound for a Time Step in Parallel Spatially Explicit Biological Simulations,'' System Analysis, Modelling and Simulation, 18-19, 1995, pp. 717-720 (special issue with Proc. 5th IMACS Symposium on System Analysis and Simulation, Berlin, June 1995).

20. B.K. Szymanski, W. Maniatty, and B. Sinharoy, ``Simultaneous Parallel Reduction,'' Parallel Processing Letters, 5, no. 3, Sept. 1995, pp. 437-449.

21. B. Sinharoy and B.K. Szymanski, ``Memory Optimization for Parallel Functional Programs,'' Computing Systems in Engineering, 6, nos 4/5, Oct. 1995, pp. 415-422.

22. C. Norton, B.K. Szymanski, and V. Decyk, ``Object-Oriented Parallel Computation for Plasma Simulation,'' Communication of the ACM, 38, no. 10, Oct. 1995, pp. 88-100.

23. W. Kaplow and B.K. Szymanski, ``Program Optimization Based on Compile-Time Cache Performance Prediction,'' Parallel Processing Letters, 6, no. 1, March 1996, pp. 173-184.

24. V. Decyk, C. Norton, and B.K. Szymanski, ``Expressing Object-Oriented Concepts in Fortran90,'' ACM Fortran Forum, 16, no. 1, April 1997, pp. 13-18.

25. W. Maniatty and B.K. Szymanski, ``Fine-Grain Discrete Voronoi Diagram Algorithm in $L_1$ and $L_{\infty}$ Norms,'' Mathematical and Computer Modelling, 26, no. 4, 1997, pp. 71-78.

26. W. Kaplow and B.K. Szymanski, ``Tiling for Parallel Execution - Optimizing Node Cache Performance,'' Parallel Processing Letters, 7, no. 4, 1997, pp. 393-407.

27. J.E. Flaherty, R.M. Loy, M.S. Shephard, B.K. Szymanski, J.D. Teresco, and L.H. Ziantz, ``Adaptive Local Refinement with Octree Load-Balancing for the Parallel Solution of Three-Dimensional Conservation Laws,'' Journal of Parallel and Distributed Computing, 47, pp. 139-152, 1997.

28. V. Decyk, C. Norton, and B.K. Szymanski, ``How to Express C++ Concepts in Fortran 90,'' Scientific Programming, 6, No. 4, Winter 1997, pp. 363-390.

29. W. Maniatty, B.K. Szymanski, and T. Caraco, ``Parallel Computing with Generalized Cellular Automata'' Parallel and Distributed Computing Practices, 1, no. 1, 1998, pp. 31-50.

30. J.E. Flaherty, R.M. Loy, C. Ozturan, M.S. Shephard, B.K. Szymanski, J.D. Teresco and L.H. Ziantz, ``Parallel Structures and Dynamic Load Balancing for Adaptive Finite Element Computation,'' Applied Numerical Mathematics, 26, no. 1-2, 1998, pp. 241-263.

31. T. Caraco, M.C. Duryea, G. Gardner, W. Maniatty, and B.K. Szymanski, ``Host Spatial Heterogeneity and Extinction of an SIS Epidemics,'' Journal of Theoretical Biology, 192, pp. 351-361, 1998.

32. V. K. Decyk, C. D. Norton, and B.K. Szymanski, ``How to support inheritance and run-time polymorphism in Fortran 90,'' Computer Physics Communications, 115, pp. 9-17, Dec. 1998.

33. T. Caraco, G. Gardner, E. Deelman, W. Maniatty, and B.K. Szymanski, ``Lyme Disease: Self-Regulation and Pathogen Invasion,'' Journal of Theoretical Biology, 193, pp. 561-575, 1998.

34. T. Caraco, W. Maniatty, and B.K. Szymanski, ``Population Dispersion and Equilibrium Infection Frequency in a Spatial Epidemic,'' PhysicaD, 132, pp. 511-519, 1999.

    pp. 191-194.

35. P. Fry, J. Nesheiwat, and B.K. Szymanski, ``Experiences with Distributed Computation of Twin Primes Distributions,'' Parallel and Distributed Computing Practices, 2, No. 3, November, 1999, pp. 299-313.

36. J. Nesheiwat and B.K. Szymanski, ``Scalable performance analysis for parallel scientific computations,'' Electronic Modeling, 22, No. 2, June 2000, pp. 25-43, US version in Engineering Simulations, 18, No. 2, 2001, pp. 179-198.

37. S. Koenig, Y. Liu, and B.K. Szymanski, ``Efficient and Inefficient Ant Coverage Methods,'' Annals of Mathematics and Artificial Intelligence, vol. 31, no. 1-4, May 2001, pp. 41-76.

38. S. Glavankov, D. White, T. Caraco, A. Lapenis, G. Robinson, W. Maniatty, and B.K. Szymanski, ``Lyme Disease in New York State: Spatial Pattern at a Regional Scale,'' American Journal of Tropical Medicine and Hygiene, 65, No. 5, May 2001, pp. 538-555.

39. J. Miller, P. Fishwick, P. Benjamin, S. Tayor, and B.K. Szymanski, ``Research and Commercial Opportunities in Web-Based Simulation,'' Simulation Practice and Theory, 9, no. 1-2, October 2001, pp. 55-72.

40. T. Caraco, M. Duryea, S. Glavankov, W. Maniatty, and B.K. Szymanski, ``Host Spatial Heterogeneity and the Spread of Vector-Borne Infection,'' Theoretical Population Biology, 59, No. 3, May 2001, pp. 185-206.

41. J. Bivens, M. Embrechts, and B.K. Szymanski, ``Network Congestion Arbitration and Source Problem Prediction Using Neural Networks,'' Smart Engineering System Design, vol. 4, 2002, pp. 243-252.

42. E. Deelman and B.K. Szymanski, ``Simulating Spatially Explicit Problems on High Performance Architecture,'' Journal of Parallel and Distributed Computing vol. 62, 2002, pp. 446-467.

43. C. Carothers and B.K. Szymanski, ``Checkpointing Multithreaded Programs,'' Dr. Dobb's Journal vol. 15, no 8, August 2002, pp. 45-60.

44. T. Caraco, S. Glavankov, G. Chen, B.K. Szymanski, T. Ohsumi, and J. Flaherty, ``Vector-borne infection with stage-structured transmission: a spatial model for Lyme disease,'' The American Naturalist 160, No. 3, September 2002, pp. 348-359.

45. J. Nesheiwat and B.K. Szymanski, ``Instrumentation Database System for Performance Analysis of Parallel Scientific Applications,'' Parallel Computing, 28, no. 10, pp. 1409-1449.

46. K. Fialkowski and B.K. Szymanski, ``Conceptor: a Model of Emergence of Basic Speech Structures as a part of Consciousness Development,'' Pro Dialog, 16, 2003, pp. 45-49, in press.

Book Chapters Contributed

1. K. Fialkowski, H. Rybinski, and B.K. Szymanski, ``Information Flow in National System for Research and Development,'' in Informatics and Industrial Development, F.G. Foster (ed), Tycody Int. Publishing Company, Dublin, Ireland, 1982, pp. 308-342.

2. B. Sinharoy, B. McKenney and B.K. Szymanski, ``Scheduling EPL Programs for Parallel Processing,'' in Languages, Compilers and Run-Time Environments for Distributed Memory Machines, J. Saltz and P. Mehrota (edts) North Holland, Amsterdam 1992, pp. 221-236.

3. M. Benantar, J. E. Flaherty, C. Ozturan, M. S. Shephard, and B.K. Szymanski, ``Parallel Computation in Adaptive Finite Element Analysis,'' in Adaptive Analysis and Meshing, Elsevier, London, UK, 1993, pp. 255-279.

4. C. Bottasso, J. Flaherty, C. Ozturan, M. Shephard, B.K. Szymanski, J. Teresco, and L. Ziantz, ``The Quality of Partitions by an Iterative Load Balancer'' Languages, Compilers and Run-Time Systems for Scalable Computers, B.K. Szymanski and B. Sinharoy (edts), Kluwer Academic Publishers, Reading, MA, 1996, pp. 265-278.

5. E. Deelman, W. Kaplow, P. Tannenba B.K. Szymanski, and L. Ziantz, ``Integrating Data and Task Parallelism in Scientific Programs,'' Languages, Compilers and Run-Time Systems for Scalable Computers, B.K. Szymanski and B. Sinharoy (edts), Kluwer Academic Publishers, Reading, MA, 1996, pp. 169-184.

6. T. Caraco, W. Maniatty, and B.K. Szymanski, ``Spatial Effects and Competitive Coexistence,'' Spatiotemporal Models in Biological and Artificial Systems, F.L. Sliva at al. (edts), IOS Press, Amsterdam, 1997, (Vol. 37 in Frontiers in Artificial Intelligence and Applications), pp. 9-16.

7. J.E. Flaherty, M. Dindar, R.M. Loy, M.S. Shephard, B.K. Szymanski, J.D. Teresco, and L.H. Ziantz, ``An adaptive and parallel framework for partial differential equations,'' Numerical Analysis, 1997, Papers presented at 17th Dundee Biennial Conference, UK, June 24-27, 1997, Pitman Research Notes in Mathematics Series, 380, Griffiths, Higham and Watson (edts), Addison Wesley Longman, Edinburgh, UK, 1998, pp. 74-90.

8. B.K. Szymanski, ``Scalable Computers,'' Encyclopedia of Computer Science and Technology, vol. 39, A. Kent and J.G. Williams (exec. edts), Marcel Dekker Inc., New York, 1998, pp. 211-228.

9. J. Nesheiwat and B.K. Szymanski, ``Instrumentation Database for Performance Analysis of Parallel Scientific Applications,'' Languages. Compilers, and Run-Time Systems for Scalable Computers, selected papers from 4th Int. Workshop LCR98, Pittsburgh, PA, May 30, 1998, Lecture Notes in Computer Science, vol. 1511, Springer Verlag, Berlin, 1998, pp. 229-242.

10. M. Nibhanapudi and B.K. Szymanski, ``Adaptive Parallelism On A Network of Workstations,'' High Performance Computing Systems and Applications, J. Schaeffer (ed.), Papers presented at HPCS98, Edmonton, Canada, May 20, 1998, Kluwer Academic Publishers, Reading, MA, 1998, pp. 439-452.

11. W. Maniatty, B.K. Szymanski, and T. Caraco, ``High-Performance Simulation of Evolutionary Aspects of Epidemics,'' Applied Parallel Computing, B. Kagstrom et al (eds), Papers presented at 4th Int. Workshop, PARA'98, June 16, 1998, Umea, Sweden, Lecture Notes in Computer Science, Vol. 1541, Springer-Verlag, Berlin, 1998, pp. 322-331.

12. J.E. Flaherty, R.M. Loy, M.S. Shephar, M.L. Simone, B.K. Szymanski, J.D. Teresco, and L.H. Ziantz, ``Distributed Octree Data Structures and Local Refinement Method for the Parallel Solution of the Three-Dimensional Conservative Laws,'' Grid Generation and Adaptive Algorithms, M. Bern, J.E. Flaherty and M. Luskin (edts), IMA Volumes in Mathematics and Its Applications, Vol. 113, Institute for Mathematics and its Applications, Minneapolis and Springer Verlag, Berlin, 1999, pp. 113-134.

13. M. Nibhanapudi and B.K. Szymanski, ``BSP-based Adaptive Parallel Processing,'' High Performance Cluster Computing, vol. I, Architectures and Systems, Rajkumar Buyya (editor), Prentice Hall, New York, 1999, pp. 702-721.

14. K. Fialkowski and B.K. Szymanski, ``Conceptor: a model of selected consciousness features including emergence of basic speech structures in early childhood,'' Art, Technology, Consciousness mind@large, Roy Ascott (ed.) Intellect Press, Bristol, U.K., 2000, pp. 185-190.

15. W. Maniatty, B.K. Szymanski, and T. Caraco, ``Parallel Computing with Generalized Cellular Automata,'' in Progress in Computer Research, Vol. I, edited by Frank Columbus, Nova Scientific Publishers, Huntington, NY, 2001, pp. 51-75.

16. P. Fry, J. Nesheiwat, and B.K. Szymanski, ``Experiences with Distributed Computation of Twin Primes Distribution,'' in Progress in Computer Research, Vol. II, edited by Frank Columbus, Nova Scientific Publishers, Huntington, NY, 2001, pp. 187-203.

17. N. Lehman, T. Caraco, W. Maniatty, and B.K. Szymanski, ``Spatial Models of Persistence in RNA Worlds: Exploring the Origins of Life,'' Parallel Processing and Applied Mathematics, LNCS Vol. 2328, Springer Verlag, Berlin, June 2002, pp. 896-903.

Refereed Conference Proceedings

1. J. Bankowski and B.K. Szymanski, ``JOSK-A Syntax Description Language,'' Weiterbildunszentrum fur Mat. Kyb. und Rechentech., No. 38, UT Dresden, Germany, Part 1, pp. 85-115, special issue with Proc. Int. WG4 Meeting on Definition and Implementation of Specialized Languages, Budapest, Hungry, 1979.

2. M. Sulej and B.K. Szymanski, ``Hardware Data Extractor,'' Proc. $\mu$P81, Second Int. Symposium on Microcomputer Applications, Vol. 1, pp. 153-159, Budapest, Hungary, 1981.

3. N. Prywes, Y. Shi, and B.K. Szymanski, ``Nonprocedural-Dataflow Specification of Concurrent Programs,'' Proc. COMPSAC '83, Seventh Int. Computer Software and Application Conference, Chicago, IL, pp. 287-297, 1983.

4. N.S. Prywes, E. Lock, A. Pnueli, and B.K. Szymanski, ``Use of MODEL VHLL in Software Development and Maintenance,'' Proc. COMPCON '84, San Francisco, CA, pp. 316-320, 1984.

5. N.S. Prywes, E. Lock, A. Pnueli, and B.K. Szymanski, ``On the Scope of Static Checking in Definitional Languages,'' in Proc. ACM Annual Conference (San Francisco, CA, October 8-10, 1984). ACM, New York, pp. 197-207, 1984.

6. B.K. Szymanski, Y. Shi, and N. Prywes, ``Terminating Iterative Solution of Simultaneous Equations in Distributed Message Passing Systems,'' Proc. Fourth ACM Symposium on Principles of Distributing Computing, Minacki, Canada, pp. 287-292, 1985.

7. N. Prywes and B.K. Szymanski, ``Programming Supercomputers in an Equational Language,'' Proc. First Int. Conference on Supercomputing Systems, St. Petersburg, FL, pp. 37-45, December 1985.

8. B.K. Szymanski, ``Beyond ADA - Generating Ada Code from Equational Specifications,'' Proc. Sixth Annual National Conference on ADA Technology, Washington, D.C., pp. 494-499, March 14-17, 1988.

9. J. Bruno and B.K. Szymanski, ``Conditional Data Dependence Analysis in an Equational Language Compiler,'' Proc. Third Int. Conference on Supercomputing Systems, Boston, MA, pp. 358-365, May 15-20, 1988.

10. B.K. Szymanski, ``A Simple Solution to Lamport's Concurrent Programming Problem with Linear Wait,'' Proc. 1988 Int. Conference on Supercomputing, St. Malo, France, pp. 621-626, July 4-8, 1988.

11. K. Spier and B.K. Szymanski, ``Interprocess Data Dependency Analysis,'' Proc. First Annual IEEE Symposium on Parallel and Distributing Processing, Dallas, TX, 1989, pp. 387-388.

12. B.K. Szymanski, ``Mutual Exclusion Revisited,'' Proc. Fifth Jerusalem Conference on Information Technology, Jerusalem (October 1990), IEEE Computer Society Press, Los Alamitos, CA, 1990, pp. 110-117.

13. K. Spier and B.K. Szymanski, ``Interprocess Analysis and Optimization in the Equational Language Compiler,'' Proc. CONPAR'90/VAP IV Conference, Zurich, Switzerland (September 1990), LNCS 457, Springer-Verlag, Berlin, 1990, pp. 287-98.

14. S. Azzaro and B.K. Szymanski, ``Simulating Dedicated UNIX PC-Based Application Systems,'' Proc. 1990 Winter Simulation Conference, O. Balci, R.P. Sadowski, R.E. Nance (edts), New Orleans, LA, December 1990, pp. 831-838.

15. R. Govindaraju and B.K. Szymanski, ``Synthesizing Scalable Computations from Sequential Programs,'' Proc. Scalable High Performance Computing Conference, Williamsburg, VA, April 1992, IEEE Computer Society Press, pp. 228-231.

16. C. Ozturan, J. E. Flaherty, and B.K. Szymanski, ``Adaptive Methods and Rectangular Partitioning Problem,'' Proc. Scalable High Performance Computing Conference, Williamsburg, VA, April, 1992, IEEE Computer Society Press, pp. 409-415.

17. B. Sinharoy and B.K. Szymanski, ``Finding Optimum Wavefront for Parallel Computation,'' Proc. 26th Hawaii Int. Conference on System Sciences, Maui, HI, Jan. 1993, IEEE Computer Science Press, Los Alamitos, CA, Vol. II, p. 225-334, 1993.

18. W. Maniatty, B.K. Szymanski, and T. Caraco, ``Implementation and Performance of the Parallel Ecological Simulations,''Proc. Applications in Parallel and Daistributed Computing, Caracas, Venezuela, April 1994, IFIP Transactions A-44, C. Girault (ed), North Holland, Amsterdam, 1994, pp. 93-102.

19. B.K. Szymanski, ``Parallel Functional Language - EPL and its Compiler,'' Proc. 2nd Massey Functional Programming Workshop, Palmerston North, New Zaealand, January 1994, L. Leslie and N. Perry (edts), Massey University, pp. 129-152.

20. L. Ziantz, C. Ozturan, and B.K. Szymanski, ``Run-Time Optimization of Sparse Matrix-Vector Multiplication on SIMD Machines,'' Proc. 6th Int. Conference on Parallel Architecture and Languages, PARLE'94, Athens, Greece (July 1994), LNCS 817, Springer-Verlag, Berlin, 1994, pp. 313-22.

21. B.K. Szymanski and J. Vidal, ``Automatic Verification of a Class of Symmetric Parallel Programs,'' Technology and Foundations, B. Perhrson and I. Simon (edts), Proc. 13th IFIP World Congress, Hamburg, Germany, August, 1994, IFIP Transactions A-51, vol. 1, North-Holland, Amsterdam, 1994, pp. 571-576.

22. W. Kaplow, W. Maniatty, and B.K. Szymanski, ``Impact of Memory Hierarchy On Program Partitioning and Scheduling,'' Proc. 28th Hawaii Int. Conference of System Sciences, Maui, HI, January, 1995, IEEE Computer Society Press, Los Alamitos, CA, 1995, vol. II, pp. 93-102.

23. C. Norton, B.K. Szymanski, and V. Decyk, ``Parallel Object Oriented Implementation of a 2D Bounded Electrostatic Plasma PIC Simulation,'' Proc. Seventh SIAM Conference on Parallel Processing for Scientific Computing, San Francisco, February, 1995, SIAM, Philadelphia, 1995, pp. 207-212.

24. M. Nibhanapudi, C. Norton, and B.K. Szymanski, ``Plasma Simulation on Networks of Workstations using the Bulk-Synchronous Parallel Model,'' Proc. Int. Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'95), Athens, GA, November 1995, CSREA, 1995, pp. 13-22.

25. E. Deelman, B.K. Szymanski, and T. Caraco,``Parallel Discrete Event Simulation of Lyme Disease,'' Biocomputing: Proc. 1996 Pacific Symposium, Hawaii, HI, January 1996, L. Hunter and T. Klein (edts), World Scientific Publishing Corp., Singapore, 1996, pp. 191-202.

26. M. Nibhanapudi and B.K. Szymanski, ``Adaptive Parallelism in the Bulk-Synchronous Parallel Model,'' Proc. EurPar96 Parallel Processing, Lyon, France, August 1996, vol. II, LNCS 1124, Springer Verlag, Berlin, 1996, pp. 311-318.

27. J.E. Flaherty, R.M. Loy, C. Ozturan, M.S. Shephard, B.K. Szymanski, J.D. Teresco and L.H. Ziantz, ``Parallel Structures and Dynamic Load Balancing for Adaptive Finite Element Computation,'' Proc. Conference on Grid Adaptation in Computational PDE's: Theory and Applications, Edinburgh, Scotland, July 1-5, 1996.

28. E. Deelman, B.K. Szymanski, and T. Caraco, ``Simulating Lyme Disease Using Parallel Discrete Event Simulation,'' Proc. 1996 Winter Simulation Conference, J.M. Charnes, D.M. Morrice, D.T. Brunner and J.J. Swain, San Diego, December 1996, pp. 1191-1198.

29. C. Norton, V. Decyk, and B.K. Szymanski, ``High Performance Object Oriented Scientific Programming in Fortran 90,'' Proc. Eighth SIAM Conference on Parallel Processing for Scientific Computing, Minneapolis, MN, March 14-17, 1997, SIAM Press, N. Heath, et. al (edts).

30. W. Kaplow, B.K. Szymanski, P. Tannenbaum, and V. Decyk, ``Run Time Reference Clustering for Cache Performance Optimization,'' Proc. Second Aizu Int. Symposium on Parallel Algorithms/Architectures Synthesis, Aizu-Wakamtsu, Japan, March 17-21, 1997, pp. 42-49, IEEE Computer Science, Los Alamitos, CA.

31. E. Deelman and B.K. Szymanski, ``Breadth-First Rollback in Spatially Explicit Simulations,'' Proc. PADS97, 11th Workshop on Parallel and Distributed Simulation, Burg Lockenhaus, Austria, June 10-13, 1997, pp. 124-131, IEEE Computer Society, Los Alamitos, CA.

32. E. Deelman and B.K. Szymanski, ``Continuously Monitored Global Virtual Time'', Proc. Int. Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'97), Las Vegas, NV, June 30-July 3, 1997, Vol. I, pp. 1-10, CSREA, 1997.

33. M. Nibhanapudi and B.K. Szymanski, ``Runtime Support for Virtual BSP Computer,'' Parallel and Distributed Computing, Proc. Workshops at 12th Intern. Parallel Processing Symposium (IPPS/SPDP 1998), Orlando, FL, March 1998, LNCS 1388, Springer Verlag, Berlin, 1996, pp. 147-158.

34. E. Deelman and B.K. Szymanski, ``Dynamic Load Balancing in Parallel Discrete Event Simulation for Spatially Explicit Problems,'' Proc. 12th Workshop on Parallel and Distributed Simulation--PADS98, Calgary, Canada, June 1998, IEEE Computer Society Press, Los Alamitos, CA, pp. 46-53.

35. P.H. Fry, J. Nesheiwat, and B.K. Szymanski, ``Computing Twin Primes and Brun's Constant: A Distributed Approach,'' Proc. Seventh IEEE Int. Symposium on High Performance Distributed Computing, Chicago, IL, July 1998, IEEE Computer Science Press, Los Alamitos, CA, 1998, pp. 42-49.

36. W. Maniatty, B.K. Szymanski, and T. Caraco, ``High-Performance Computing Tools for Modeling Evolution in

37. A. Bivens, L. Gao, M. F. Hulber and B.K. Szymanski, ``Agent-Based Network Monitoring,'' Proc. Autonomous Agents99 Conference, Workshop 1, Agent Based High Performance Computing: Problem Solving Applications and Practical Deployment, Seattle, WA, May 1999, pp. 41-53.

38. S. Koenig and B.K. Szymanski, ``Value-Update Rules for Real-Time Search,'' Proc. National Conference on Artificial Intelligence (AAAI), 1999, pp. 718-724, Orlando, FL, July 1999.

39. A. Bivens, P. Fry, L. Gao, M.F. Hulber, Q. Zhang and B.K. Szymanski, ``Distributed Object-Oriented Repositories for Network Management,''Proc. 13th Int. Conference on System Engineering, pp. CS169-174, Las Vegas, NV, August, 1999.

40. M. Yuksel, B. Sikdar, B.K. Szymanski, and K.S. Vastola, ``Workload generation for ns simulations of wide area networks and the Internet,'' Proc. Communication Networks and Distributed Systems Modeling and Simulation, SCS, San Diego, CA, 2000, pp. 93-98.

41. G. Chen, B.K. Szymanski, and T. Caraco, ``Multiparadigm Simulations in Modeling Spread of Lyme Disease,'' Proc. ESM2000: 14th European Simulation Multiconference, Ghent, Belgium, May 23-26, 2000, Rik Van Landeghem (edt), SCS Press, Delft, Netherlands, 2000, pp. 631-638.

42. S. Gurun and B.K. Szymanski, ``Automating Internet Routing Behavior Analysis Using Public WWW Traceroute Services,'' Proc. IFIP/IEEE MMNS'2000 Conference, Fortaleza, Brazil, September 2000, Kluwer Academic Publishers, Boston, MA, 2000, pp. 47-59.

43. J. Bivens, B.K. Szymanski, and M. Embrechts, ``Network Congestion Arbitration and Source Problem Prediction using Neural Networks,'' Proc. Artificial Neural Networks in Engineering, ANNIE'2000, ASME Press, Fairfield, NJ, 2000, pp.489-494.

44. G. Chen and B.K. Szymanski, ``Component-Based Simulation,'' Proc. European Simulation Multiconference, ESM2001, SCS Press, Delft, Netherlands, 2001, pp. 68-75.

45. T. Ye, S. Kalyanaraman, B. Mo, B.K. Szymanski, D. Harrison, B. Sikdar, H. Kaur, and K. Vastola, ``Network Management and Control Using Collaborative On-line Simulation,'' Proc. IEEE Int. Conference on Communications ICC2001, IEEE Computer Science Press, Los Alamitos, CA, 2001, Helsinki, Finland, June 2001.

46. B.K. Szymanski, Y.Liu, A. Sastry, and K. Madnani, ``Real-Time On-Line Network Simulation,'' Proc. 5th IEEE Int. Workshop on Distributed Simulation and Real-Time Applications DS-RT 2001, IEEE Computer Society Press, Los Alamitos, CA, 2001, Cincinnati, OH, August 13-15, 2001, pp. 22-29.

47. G. Chen and B.K. Szymanski, ``Component-Oriented Simulation Architecture: Towards Interoperability and Interchangeability,'' Proc. 2001 Winter Simulation Conference, B.A. Peters, J.S. Smith, D.J. Medeiros, and M.W. Rohrer, eds., SCS Press, 2001, pp. 495-501.

48. B.K. Szymanski and M-S. Chung, ``A Method for Indexing Web Pages Using Web Bots,'' Proc. Int. Conference on Info-Tech & Info-Net ICII'2001, November 2001, Beijing, China, IEEE CS Press, p. 1-6.

49. B.K. Szymanski, Q. Gu, and Y. Liu, ``Time-Network Partitioning for Large-Scale Parallel Network Simulation under SSFNet,'' Proc. Applied Telecommunication Symposium, San Diego, CA, April 14-17, 2002, SCS Press, pp. 90-95.

50. G. Chen and B.K. Szymanski, ``Lookback: A New Way of Exploiting Parallelism in Discrete Event Simulation,'' Proc. 16th Workshop on Parallel and Distributed Simulation, Washington, DC, May 12-15, 2002, IEEE CS Press, pp. 153-162.

51. B.K. Szymanski, A. Saifee, A. Sastry, Y. Liu and K. Madnani, ``Genesis: A System for Large-scale Parallel Network Simulation,'' Proc. 16th Workshop on Parallel and Distributed Simulation, Washington, DC, May 12-15, 2002, IEEE CS Press, pp. 89-96.

52. G. Chen and B.K. Szymanski, ``Lookahead, Rollback and Lookback, Searching for Parallelism in Discrete Event Simulation,'' Proc. SCSC 2002 Summer Computer Simulation Conference, July 2002.

53. A. Bivens, M. Embrechts, C. Palagiri, R. Smith, and B.K. Szymanski, ``Network-based Intrusion Detection using Neural Networks,'' Intelligent Engineering Systems through Artificial Neural Networks, Vol. 12, Proc. ANNIE 2002 Conference, November 10-13, 2002, St. Louis, MI, ASME Press, New York, NY, 2002, pp. 579-584.

54. H. Lamehamedi, B.K. Szymanski, and E. Deelman, ``Data Replication Strategies in Grid Environments,'' Proc. 5th Int. Conference on Algorithms and Architectures for Parallel Processing, ICA3PP2002, Beijing, China, October 2002, IEEE Computer Science Press, Los Alamitos, CA, 2002, pp. 378-383.

55. G. Chen and B.K. Szymanski, ``COST: A Component-Oriented Discrete Event Simulator,'' Proc. Winter Simulation Conference, WSC02, December 2002, vol. I, pp. 776-782.

56. G. Chen, B.K. Szymanski, and L. Wilson, ``Component-Based Simulation and Agent-Based Brokering: Towards Ad Hoc Simulations in Crisis and Emergency Management,'' Proc. Computer Networks and Distributed Systems Modeling and Simulation, CNDS'03, Orlando, FL, January 2003, pp. 37-44.

57. G. Chen and B.K. Szymanski, ``Configuring Parallel Simulations Using Component Based Approach,'' Proc. Virtual World Simulation Conference, WMC03, Orlando, FL, January, 2003, to appear.

58. H. Lamehamedi, Z. Shentu, B.K. Szymanski, and E. Deelman, ``Simulation of Dynamic Data Replication Strategies in Data Grids,'' Proc. 12th Heterogeneous Computing Workshop (HCW2003), Nice, France, April 2003, IEEE Computer Science Press, Los Alamitos, CA, 2003, to appear.

59. B.K. Szymanski, J. Cummings, J. Napolitano, C. Varela, W. Wheeler, and M. Nishiguchi, ``Dynamically Reconfigurable Scientific Computing on Large-Scale Heterogeneous Grids,'' Proc. Parallel Processing and Applied Mathematics Conference, September 2003, Czestochowa, Poland, to appear.

60. B.K. Szymanski, Y. Liu, and R. Gupta ``Parallel Network Simulation under Distributed Genesis,'' Proc. 17th Workshop on Parallel and Distributed Simulation, San Diego, CA, June 2003, to appear.

61. G. Chen and B.K. Szymanski, ``Four Types of Lookback,'' Proc. 17th Workshop on Parallel and Distributed Simulation, San Diego, CA, June 2003, to appear.

62. I. McLean, B.K. Szymanski, and A. Bivens, ``Methodology of Risk Assessment in Mobile Agent System Design,'' Proc. 4th Annual Information Assurance Workshop, West Point, NY, June 2003, to appear.

Invited Papers

1. J. Baron, E. Lock, N. Prywes, and B.K. Szymanski, ``An Argument for Nonprocedural Languages,'' in The Role of Language in Problem Solving I, R. Jernigan, B.W. Hamil and D.M. Weintraub (edts), Elsevier Science Publishers (North-Holland), New York, NY, 1985, pp. 127-145.

2. N.S. Prywes and B.K. Szymanski, ``Software Development of Parallel Processing in a Distributed Computer Architecture,'' in Supercomputing Systems: Architecture, Design and Performance, S.P. Kartashev and S.I. Kartashev (edts), Van Nostrand Reinhold, New York, NY, 1990, pp. 271-291.

3. C. Ozturan, J.E. Flaherty, and B.K. Szymanski, ``Scalable Software Tools for Adaptive Scientific Computations,'' Trans. Tenth Army Conference on Applied Mathematics and Computing, West Point, NY, July 1992, ARO Report 93-1, pp. 159-172.

4. B.K. Szymanski, ``Scalable Software Tools for Parallel Computations,'' NATO Workshop on High Performance Computing, published in Software for Parallel Computation, J.S. Kowalik and L. Grandinetti (edts), NATO ASI Series F, Vol. 106, Springer Verlag, Berlin, 1993, pp. 76-90.

5. B.K. Szymanski, J. Hicks, R. Jagannathan, V. Sarkar, D. B. Skillicorn and R. K. Yates, ``Is There a Future for Functional Languages in Parallel Programming?'' Panel Summary, published in Proc. IEEE Computer Society 1994 Int. Conference on Computer Languages, Toulouse, France, May 16-19, 1994, IEEE Computer Society Press, Los Alamitos, CA, pp. 299-304, 1994.

6. B.K. Szymanski, ``Specifying Parallel Programs in Functional Language: the EPL Experience,'' DIMACS Meeting on Specification of Parallel Programs, published in Specification of Parallel Algorithms, G. Blelloch, M. Chandy, and S. Jagannathan (edts), DIMACS Series in Discrete Mathematics and Theoretical Computer Science, Vol. 18, American Mathematical Society, Providence, RI, 1994, pp. 201-223.

7. J.E. Flaherty, R.M. Loy, M.S. Shephard, B.K. Szymanski, J.D. Teresco and L.H. Ziantz, ``Predictive Load Balancing for Adaptive Finite Element Computation,'' Proc. Int. Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'97), Las Vegas, NV, June 30-July 3, 1997, Vol. I, pp. 460-469, CSREA, 1997.

8. B.K. Szymanski and C. Norton, ``Monitoring Scientific Computations--An Object-Oriented Approach,'' Proc. 2nd Int. Conference on Parallel Processing & Applied Mathematics - PPAM'97, Zakopane, Poland, September 1997, Vol. I, pp. 104-116.

9. V. Decyk, C. Norton, and B.K. Szymanski, ``Experiences with Object Oriented Parallel Plasma Simulations,'' Plenary talk, Proc. Computing in High Energy Physics'95, Rio de Janeiro, Brazil, September 18-22, 1995, Ronald Shellard and Trang D. Nguyen (edts), World Scientific, Singapore, 1996, pp. 26-30, also Technical Report PPG-1552, Institute of Plasma and Fusion Research, University of California, Los Angeles, CA, September 1995.

10. J.E. Flaherty, R.M. Loy, P.C. Scully, M.S. Shephard, B.K. Szymanski, J.D. Teresco and L.H. Ziantz, ``Load Balancing and Communication Optimization for Parallel Adaptive Finite Element Methods'', Proc. XVII Int. Conference of Chilean Computer Science Society, Valparaiso, Chile, November 1997, pp.246-255, IEEE Computer Society, Los Alamitos, CA.

11. P.H. Fry and B.K. Szymanski, ``Metacomputing: Parallel Computation Over the Internet,'' Proc. Third Int. Conference on Parallel Processing and Applied Mathematics, PPAM99, Kazimierz Dolny, Poland, September 1999, pp. 17-31.

12. G. Chen, H. Lamehamedi, A. Vargun, and B.K. Szymanski, ``Web-Enabled and Speculative High Performance Computing,'' Proc. Int. SGI User's Conference, SGI2000, Cracow, Poland, October, 2000, AGH Press, Cracow, 2000, pp. 75-90.

13. G. Chen and B.K. Szymanski, ``Linking spatially explicit parallel continuous and discrete models,'' Proc. Winter Simulation Conference, Orlando, Florida, December 2000 IEEE Computer Press, Los Alamitos, CA, pp. 1705-1712.

14. M. Hulber, D. Dillenberger, and B.K. Szymanski, ``Scalable Distributed Java Workload Manager,'' Int. Workshop on Performance-Oriented Program Development for Distributed Architectures, PADDA2001, Munich, Germany, April 2001.

15. G. Chen and B.K. Szymanski, ``A Component Model for Discrete Event Simulation,'' Parallel Processing and Applied Mathematics, 4th International Conference, PPAM 2001 Naleczow, Poland, September 9-12, 2001 (Revised Papers), September 2001, LNCS vol. 2328, Springer Verlag, Berlin, June 2002, pp. 580-594.

16. K. Fialkowski and B.K. Szymanski, ``Model of Pattern Processing Based on a Conceptor,'' Virtual Worlds Simulations, WMC'03, Orlando, FL, January, 2003.

17. K. Mandani and B.K. Szymanski, ``Integrating Distributed Wireless Simulation Into Genesis Framework,'' Summer Computer Simulation Conference, Montreal, Canada, July 2003, to appear.

18. B. Bouqata, C.D. Carothers, M.J. Zaki, and B.K. Szymanski, ``Understanding Filesystem Performance for Data Mining Applications,'' SIAM Scientific Data Mining Workshop, San Francisco, CA, May 2003, to appear.

19. K. Fialkowski and B.K. Szymanski, ``Conceptor: a Model of Emergence of Basic Speech Structures as a part of Consciousness Development,'' Congress of Informatics, Poznan, Poland, June 2003, to appear.

20. B. Szymanski and Y. Liu, ``Loosely-Coordinated, Distributed, Packet-Level Simulation of Large-Scale Networks,'' Proc. Winter Simulation Conference, WSC03, New Orleans, LA, December 2003, to appear.

Recent Invited Talks

• 1998: Duke University, Durham, NC; University of Delaware, Newark, DL; Academia Sinica, Taipei, Taiwan, Warsaw Polytechnic Institute, Warsaw, Poland, NATO High Performance Computing Workshop, Cetraro, Italy; Lucent Technologies, Whippany, NJ; Air Force Research Laboratory, Rome, NY.

• 1999: University of Central Florida, Orlando, FL; Vienna University, Vienna, Austria; German Computer Society, Dagstuhl, Germany; General Electric: Research and Development Center, Schenectady, NY.

• 2000: Carnegie Mellon University, Pittsburgh, PA; DARPA PI-Meetings: Washington DC and Albuquerque, NM; CRA CS Chairs Meeting, Snowbird, UT; High Performance Computing Workshop, Cetraro, Italy.

• 2001: University of Florida, Gainesville, FL; Rice University, Houston, TX; Darpa PI-Meetings: San Diego, CA, Atlanta, GA; Cisco Systems, San Jose, CA; Sun Microsystems Research Laboratory, Burlington, MA; IBM TJ Watson Laboratory, NY; ESM2001, Prague, Czech Republic; PPAM2001, Naleczow, Poland.

• 2002: Deakin University, Geelong and Melbourne, Australia; Canterbury University, Chirstchurch, NZ; Texas A&M University, College Station, TX; Darpa PI-Meetings: Baltimore, MA, Chicago, IL; VWSIM02, San Antonio, TX, SCSC02, San Diego, CA.

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