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2014

  • S. Gholami, H.S. Sarjoughian, G.W. Godding, D.R. Peters, V. Chang, 2014, “Developing Composed Simulation and Optimization Models Using Actual Supply-Demand Network Datasets”, Winter Simulation Conference, Savannah, GA, Accepted.
  • C. Seo, W. Kang, B.P. Zeigler, D. Kim, 2014, “Expanding DEVS and SES Applicability: Using M&S Kernels within IT Systems”, SpringSim Multi-Conference, Tampa, FL.
  • S. Mital, B.P. Zeigler, 2014, “Modeling Attention Switching in Resource-constrained Complex Intelligent Dynamical Systems (RCIDS)”, SpringSim Multi-Conference, Tampa, FL.
  • H.S. Sarjoughian, G.R. Mayer, I.I. Ullah, C.M. Barton, 2014, “Managing Hybrid Model Composition Complexity: Human-Environment Simulation Models”, Arizona State University, Tempe, AZ, USA.

2013

  • S. Gholami, H.S. Sarjoughian, 2013, “Network-on-Chip (NoC) Simulation with ALRT-DEVS: Supplementary Material and Experiments“, ASUCIDSE-CSE-2013-001, Arizona State University, USA.
  • S. Gholami, H.S. Sarjoughian, G. Godding, V. Chang, D. Peters, 2013, “Independent Verification & Validation of Integrated Supply-Chain Network Simulation and Optimization Models“, Winter Simulation Conference, Industrial Case Studies, Washington DC.
  • A. Muzy, O. Michel and D.R.C. Hill (Editors), 2013, ACTIMS 2012 – Activity-Based Modeling & Simulation, ITM Web of Conferences, Vol. 1, Cargese, France, May 28 – June 1, 2012.
  • B.P. Zeigler, C. Seo, D.H. Kim, System Entity Structures for Suites of Simulation Models, International Journal of Modeling, Simulation, and Scientific Computing, Vol. 4, No. 3.
  • Hessam S. Sarjoughian, Soroosh Gholami, Thomas Jackson, 2013, “Interacting Real-Time Simulation Models and Reactive Physical Systems“, Winter Simulation Conference, Washington DC, Accepted.
  • Hessam Sarjoughian and Soroosh Gholami, 2013, “Action-Level Real-Time DEVS Modeling and Simulation”, ACM Transactions on Modeling and Computer Simulation, Submitted.
  • Bernard P. Zeigler, Chungman Seo, Robert Coop and Doohwan Kim, 2013, “Creating Suites of Models with System Entity Structure: Global Warming Example”, Theory of Modeling & Simulation Symposium, SpringSim Multi-Conference, San Diego, CA.
  • Chungman Seo, Bernard Zeigler, Robert Coop and Doohwan Kim, 2013, “DEVS Modeling and Simulation Methodology with MS4Me Software”, Theory of Modeling & Simulation Symposium, SpringSim Multi-Conference, San Diego, CA.
  • Soroosh Gholami and Hessam S. Sarjoughian, 2013, “Observations on Real-time Simulation Design and Experimentation”, Theory of Modeling & Simulation Symposium, SpringSim Multi-Conference, San Diego, CA.
  • Hessam S. Sarjoughian, James Smith, Gary Godding, Mohammed Muqsith, 2013, “Model Composability and Execution across Simulation, Optimization, and Forecast Models”, 3rd International Workshop on Model-driven Approaches for Simulation Engineering (MOD4SIM), SpringSim Multi-Conference, San Diego, CA.
  • Ahmet Zengin, Hessam S. Sarjoughian, Huseyin Ekiz, 2013, “Discrete event modeling of swarm intelligence based routing in network systems”, Information Sciences, Vol. 222, 81-98.

2012

  • Soroosh Gholami and Hessam S. Sarjoughian, 2012, “Action-level, Real-time Network-on-Chip Modeling with DEVS and Statecharts Specification”, ACM Transactions on Embedded Computing Systems, Submitted.
  • Bernard Zeigler, Ernest Carter, Chungman Seo, Cynthia K Russell, and Brenda Leath, 2012, “Methodology and Modeing Environment for Simulating National Health Care”, Autumn Simulation Multi-Conference, San Diego, CA.
  • Alexandre Muzy, Bernard Zeigler, 2012, “Activity-based Credit Assignment (ACA) in Hierarchical Simulation”, Proceedings of the Spring Simulation Conference, March, Orlando, FL.
  • Chungman Seo, Bernard Zeigler, et al., 2012, “Frontier Modeling Support Environment: Flexibility to Adapt to Diverse Stakeholders ”, Proceedings of the Spring Simulation Conference, Orlando, FL.
  • Moath Jarrah, Bernard Zeigler, 2012, “Ontology-Based Marketplace for Supporting Negotiation in Different Scientific Applications”, IEEE International Conference on Systems, Man, and Cybernetics, October, Korea.
  • Moath Jarrah and Bernard Zeigler, 2012, ”A modeling and simulation-based methodology to support dynamic negotiation for web service applications”, SIMULATION, Vol. 88(3), 315–328.
  • Tuncer Ören and Bernard Zeigler, 2012, “System Theoretic Foundations of Modeling and Simulation: A Historic Perspective and the Legacy of A. Wayne Wymore”, SIMULATION, Vol. 88(9), 1033-1046.
  • Alexandre Muzy, Franck Varenne, Bernard Zeigler, Jonathan Caux, Patrick Coquillard, Luc Touraille, Dominique Prunetti, Philippe Caillou, Olivier Michel and David Hill, 2012, “ Refounding of activity concept? Towards a federative paradigm for modeling and simulation”, SIMULATION Vol. 89(2).
  • C. Michael Barton, Isaac Ullah, Sean Bergin, Helena Mitasova, Hessam S. Sarjoughian, 2012, Looking for the future in the past: Long-term change in socioecological systems, Ecological Modeling, Vol. 241, 42-53.
  • Hessam S. Sarjoughian, Abbas Mahmoodi, 2012, EMF-DEVS Modeling, Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, April, Orlando, FL.
  • Hessam S. Sarjoughian, Mohammed A. Muqsith, 2012, Validation of Service Oriented Computing DEVS Simulation Models, Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, April, Orlando, FL.
  • Monica Dragoicea, Laurentiu Bucur, Wei-Tek Tsai, Hessam S. Sarjoughian, 2012, Integrating HLA and Service-Oriented Architecture in a Simulation Framework, Workshop on Modeling and Simulation on Grid and Cloud Computing, 12 IEEE Conference on Cluster, Cloud and Grid Computing, 861-866, Ottawa, Canada.
  • Soroosh Gholami, Hessam S. Sarjoughian, 2012, Real-time Network-on-Chip Simulation Modeling, Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques, 103-112, Desenzano del Garda, Italy.

2011

  • Sarjoughian, H.S., J.J. Nutaro, G. Joshi, 2011, “Collaborative Component-based System Modeling”, Journal of Simulation, Vol. 5, No. 2, 77-88.
  • Wei-Tek Tsai, Wu Li, Hessam S. Sarjoughian, Qihong Shao, 2011, SimSaaS: simulation software-as-a-service, Proceedings of the 44th Annual Simulation Symposium, SpringSim Multi-Conference, 77-86, Boston, MA.
  • Hoda Ahmadinejad, Fatemeh Refan, Hessam S. Sarjoughian, 2011, NoC simulation modeling in DEVS-suite, Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, 134-139, Boston, MA.
  • Hessam S. Sarjoughian, Yu Chen, 2011, Standardizing DEVS models: an endogenous standpoint. Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, 266-273, Boston, MA.
  • Mohammed A. Muqsith, Hessam S. Sarjoughian, Dazhi Huang, Stephen S. Yau, 2011, Simulating adaptive service-oriented software systems. Simulation, Vol. 87, No. 11, 915-931.
  • Tolk, A., Balci, O., Diallo, S.Y., Fishwick, P.A., Hu, X., Loper, M., Petty, M.D., Reynolds, P.F., Sarjoughian, H.S., Zeigler, B.P., 2011, “Towards a Methodological Approach to Identify Future M&S Standard Needs”, 2980-2997, Winter Simulation Conference, Phoenix, AZ, ACM Press.
  • Alexandre Muzy, Rajanikanth Jammalamadaka, Bernard P. Zeigler, James J. Nutaro, 2011, The Activity-tracking paradigm in discrete-event modeling and simulation: The case of spatially continuous distributed systems. Simulation, Vol. 87, No. 5, 449-464.
  • Fahad A. Shiginah, Bernard P. Zeigler, 2011, A new cell space DEVS specification: Reviewing the parallel DEVS formalism seeking fast cell space simulations, Simulation Modelling Practice and Theory , Vol. 19, No. 5, 1267-1279.
  • Ki-Jeong Kwon, Chungman Seo, Bernard P. Zeigler, 2011, Automating DEVS over data distribution service for high performance and interoperability, Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, 199-204, Boston, MA.
  • Sarjoughian, H.S., G. Mayer, 2010, “Modeling Interactions among Heterogeneous Models”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, 111-137, ISBN 978-1420072334, CRC Press.
  • Wainer, G.A., K. Al-Zoubi, O. Dalle, D.R.C. Hill, S. Mittal, J.L.R. Martín, H.S. Sarjoughian, L. Touraille, M.K. Traoré, B.P. Zeigler, 2011, “DEVS Standardization: Foundations and Trends”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, 389-391, ISBN 978-1420072334, CRC Press.
  • Wainer, G.A., K. Al-Zoubi, S. Mittal, J.L.R. Martín, H.S. Sarjoughian, B.P. Zeigler, 2011, “An Introduction to DEVS Standardization”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, 393-425, ISBN 978-1420072334, CRC Press.
  • Wainer, G.A., K. Al-Zoubi, O. Dalle, D.R.C. Hill, S. Mittal, J.L.R. Martín, H.S. Sarjoughian, L. Touraille, M.K. Traoré, B.P. Zeigler, 2011, “Standardizing DEVS Model Representations”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, 459-493, ISBN 978-1420072334, CRC Press.
  • Wainer, G., K. Al-Zoubi, O. Dalle, D. Hill, J. Martín, S. Mittal, H.S. Sarjoughian, L. Touraille, M. Traoré, B. Zeigler, 2011, “Standardizing DEVS Simulation Middleware”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, ISBN 459-493, 978-1420072334, CRC Press.

2010

  • Zengin, Hessam S. Sarjoughian, 2010, DEVS-Suite simulator: A tool teaching network protocols, Winter Simulation Conference 2947-2957, Baltimore, MD.
  • Yu Chen, Hessam S. Sarjoughian, 2010, A Component-based Simulator for MIPS32 Processors, Simulation, Vol. 86, No.5-6, 271-290.
  • Taekyu Kim, Chungman Seo, Bernard P. Zeigler, 2010. Web Based Distributed SES/NZER Using Service Oriented Architecture, published to SCS journal
  • Bernard Zeigler, Steven B. Hall, 2010, “Requirements for Standards Based Dynamic Interoperation of Critical Infrastructure Models“, Grand Challengers in Modeling, Simulation, and Analysis for Homeland Security (MSAHS-2010), Arlington, VA.
  • Hessam S. Sarjoughian, Sajan Sarkar, Gary R. Mayer, 2010, A novel visual CA modeling approach and its realization in CoSMoS, Symposium on Theory of Modeling and Simulation – DEVS Integrative M&S Symposium, SpringSim Multi-Conference, Orlando, FL.
  • H.S. Sarjoughian, G.R. Mayer, 2010, “Modeling Interactions among Heterogeneous Models”, Discrete Event Simulation and Modeling, G. Wainer and P. Mosterman, Editors, ISBN 978-1420072334, CRC Press.
  • M. Muqsith, H.S. Sarjoughian, 2010, “A Simulator for Service Based Software System Co-design”, Proceedings of the International Conference on Simulation Tools and Techniques, 1-9, March, Malaga, Spain.
  • J.D. Gibbs, H.S. Sarjoughian, 2010, “Synchronizing DEVS/SOA Simulator with Ping Monitoring Application”, DEVS Symposium, Spring Simulation Conference, 1-8, April, Orlando, FL.
  • M. Jarrah, A. Jarrah and B.P. Zeigler, 2010, “Comprehensive On-Chip Traffic Generator Model for SoC Design and Synthesis”, DEVS Symposium, Spring Simulation Conference, 1-8, April, Orlando, FL.
  • Hojun Lee, Bernard P. Zeigler, 2010, System Entity Structure Ontological Data Fusion Process Integrated with C2 Systems, JDMS, to appear
  • Hojun Lee, Bernard P. Zeigelr, 2010, SES-Based Ontological Process for High Level Information Fusion DEVS Integrative M&S Symposium, Proceedings of the Spring Simulation Conference, April, Orlando, FL

2009

2008

2007

2006

2005

2004

2003

2002

  • Hild, D., Sarjoughian, H.S., B.P. Zeigler, “DEVS-DOC: A Modeling and Simulation Environment Enabling Distributed Codesign”, IEEE SMC Transactions, Vol. .
  • Lee. J.S., B.P. Zeigler and S.M. Venkatesan, “Design and Development of a Data Distribution Management Environment”, Simulation, (77)1-2, July, pp. 39-52. 2002.
  • Zeigler, B.P., “The Brain-Machine Disanalogy Revisited.” Biosystems. (64) 1-3,Jan., pp. 127-140, 2002.
  • B. P. Zeigler &  H. Sarjoughian, “Implications of M&S Foundations for V&V of Large Scale Complex Simulation Models”, Foundations ’02 V&V Workshop DMSO, 2002.

2001

  • Cho, Y., B.P. Zeigler, H.S. Sarjoughian, Design and Implementation of Distributed Real-Time DEVS/CORBA, IEEE Sys. Man. Cyber. Conf., Tucson, Oct. 2001.
  • Couretas, J., I. Subramanian, B.P. Zeigler, H.S. Sarjoughian, “Capacity analysis for mixed technology production”, Int. J. Production Res., (3), pp. 163-184, 2001.
  • Hu, X., B.P. Zeigler, DEVS-On -A-Chip: Implementing DEVs In Real-Time Java On A Tiny Internet Interface For Scalable Factory Automation, IEEE Sys. Man. Cyber. Conf., Tucson, Oct. 2001.
  • Lee, J.S. B.P. Zeigler, Development of DEVS/GDDM Environment: Realization of Space-Based Data Management, IEEE Sys. Man. Cyber. Conf., Tucson, Oct. 2001.
  • Kofman, E., J.S. Lee, B.P. Zeigler, DEVS Representation of Differential Equation Systems: Review of Recent Advances, DEVS Workshop, European Simulation Conf., Marseilles, Fr. Oct. 2001.
  • Nutaro, J.J., H.S. Sarjoughian, “Speedup of a Sparse System Simulation”, 15th Workshop on Parallel and Distributed Simulation, pp. 193-199., May, Lake Arrowhead, CA, 2001.
  • Park, S., B.P. Zeigler, H.S. Sarjoughian, Interface for Scalable DEVS and Distributed Container Object Specifications, IEEE Sys. Man. Cyber. Conf., Tucson, Oct. 2001.
  • Sarjoughian, H.S., X. Hu, B. Strini, D. Hild, “Simulation-based HW/SW Architectural Design Configurations for Distributed Mission Training Systems”, Simulation, Vol. 77, No. 1-2, pp. 23-38, 2001.
  • Sarjoughian, H.S., B.P. Zeigler, and S. B. Hall, “A Layered Modeling and Simulation Architecture for Agent-based System Development.” J. IEEE Proceedings, (89) )2, pp 201-213, 2001.
  • Sarjoughian, H. S., and B.P. Zeigler, Towards Making Modeling & Simulation into a Discipline, Western Multi-Conference, Phoenix AZ, Jan. 2001.
  • Uhrmacher, A., P. Fishwick, and B.P. Zeigler, “Introduction to Agent Modeling and Simulation” J. IEEE Proceedings, (89)2, pp 127-30, 2001.
  • Zeigler, B.P., H.S. Sarjoughian, et al., “DEVS Modeling and Simulation: A New Layer of Middleware”, Advance Middleware Workshop, HPDC 01, San Francisco, CA, 2001.
  • Zeigler, B.P. and H.S. Sarjoughian. Fast Frugal and Accurate – the Mark of Intelligence Towards Model-Based Design, Implementation, and Evaluation of Real-Time Systems. NIST Conference on Metrics for Intelligent Systems, Gaithersburg, MD. August, 2001.

2000

  • Cho, Y., B.P. Zeigler, H.J. Cho, H.S. Sarjoughian, and S. Sen, “Design Considerations for Distributed Real-Time DEVS,” AIS 2000, pp. 290-294,Tucson, AZ, March 2000.
  • Cho, H.J., B.P. Zeigler, and J.K. Kim, “Analysis of the Behavior of Quantization: A Renewal Theory Approach,” AIS 2000, pp. 305-316, Tucson, AZ, March 2000.
  • Couretas, J., B.P. Zeigler, “DEVS-Based Business Planning Tool for Manufacturing Systems,” AIS 2000, pp. 271-278, Tucson, AZ, March 2000.
  • Couretas, J., I. Subramanian, B.P. Zeigler, “Design and Development of a Dynamic, Capacity Analysis Tool using DEVS/CORBA,” World Automation Conference, WAC-2000, pp. 683-688, Maui, Hawaii, June 2000.
  • Hall, S.B., S. Venkatesan, B.P. Zeigler, and H.S. Sarjoughian, “Using Joint Measure to Study Tradeoffs Between Network Traffic Reduction and Fidelity of HLA Compliant Pursuer/Evader Simulations,” Summer Computer Simulation Conference, pp. 287-294, Vancouver, Canada, July 2000.
  • Hall, S.B., S.M. Venkatesan, H.S. Sarjoughian and B.P. Zeigler, “Using Joint Measure to Study Tradeoffs Between Network Traffic Reduction and Fidelity of HLA Compliant Pursuer/Evader Simulations.” Summer Computer Simulation Conference, pp. 287-294, July, Vancouver, Canada, 2000.
  • Hall, S.B., S.M. Venkatesan, H.S. Sarjoughian and B.P. Zeigler, “Using Joint Measure to Study Tradeoffs Between Network Traffic Reduction and Fidelity of HLA Compliant Pursuer/Evader Simulations.” Summer Computer Simulation Conference, pp. 287-294, July, Vancouver, Canada, 2000.
  • Hall, S.B., S.M. Venkatesan, B.P. Zeigler, and H.S. Sarjoughian, “Object Oriented HLA Interface Design for Military Simulations,” Summer Computer Simulation Conference, pp. 267-273, Vancouver, Canada, July 2000.
  • Hild, D.R., H.S. Sarjoughian, “Modeling and Simulating Distributed Object Computing Systems: A Case Study of a DEVS/HLA System.” AI, Simulation, and Planning in High Autonomy Systems, pp. 317-323, March, Tucson, AZ, 2000.
  • Lake, T., B.P. Zeigler, H.S. Sarjoughian, J. Nutaro, “DEVS Simulation and HLA Lookahead,” Simulator Interoperability Workshop (SIW), 00S-SIW-160.
  • Sarjoughian, H.S., D. Hild, and B.P. Zeigler, ” Engineering Distributed Systems: Simulation-Based Co- Design,” IEEE Computer, Vol. 33, No. 3, pp. 110-113, 2000.
  • Sarjoughian, H.S., B.P. Zeigler, “DEVS and HLA: Complimentary Paradigms for M&S?” Transactions of the SCS, (17), 4, pp. 187-197, 2000.
  • Sarjoughian, H.S., B.P. Zeigler, “Models and Representation of Their Ownership,” Winter Simulation Conference, 2000.
  • Sarjoughian, H.S., B.P. Zeigler, “A Roadmap for Development of DEVS and HLA,” World Automation Conference, WAC-2000, pp. 689-694, Maui, Hawaii, June 2000.
  • Szczerbicka, H., J. Banks, T.I. Ören, R.V. Rogers, H.S. Sarjoughian, and B.P. Zeigler, “Conceptions of Curriculum for Simulation Education (panel),” Winter Simulation Conference, pp. 1635-1644, December, Orlando, Florida, 2000.
  • Zeigler, B.P., H.S. Sarjoughian, “Architecture for Distributed Event-based Control,” World Automation Conference, WAC-2000, pp. 678-682, Maui, Hawaii, June 2000.
  • Zeigler, B.P., H.S. Sarjoughian, and H. Praehofer, “Theory of Quantized Systems: DEVS Simulation of Perceiving Agents,” Int. Jnl. Cybernetics and Systems, Vol. 31, No. 6., pp. 611-648, 2000.
  • Wainer, G., B.P. Zeigler, “Experimental Results of Timed Cell-DEVS Quantization, AI and Simulation,” AIS 2000, pp. 203-208, Tucson, AZ, March 2000.

1999

  • Couretas, J., B.P. Zeigler, and U. Patel, “Automatic Generation of System Entity Structure Alternatives: Application to Initial Manufacturing Facility Design,” Transactions of the SCS, Vol. 16, No. 4, pp. 173-185, 1999.
  • Couretas, J., B.P. Zeigler, G. Mignon, “SEAE-SES Enterprise Alternative Evaluator: Design and Implementation of a Manufacturing Enterprise Alternative Evaluation Tool,” SPIE, Enabling Technology for Simulation Science III, Vol. 3696, pp. 136-146, Orlando, FL, June 1999.
  • Hild, D., H.S. Sarjoughian, B.P. Zeigler. “Distributed Object Computing: DEVS-Based Modeling and Simulation.” 13th SPIE, pp. 147-157, March, Orlando, FL., 1999.
  • Hild, D., H.S. Sarjoughian, and B.P. Zeigler, “Distributed Object Computing: DEVS-based Modeling and Simulation,” Proc. SPIE, Enabling Technology for Simulation Science III, Vol. 3696, pp. 147-157, Orlando, FL, June 1999.
  • Hall, S.B., B.P. Zeigler, H.S. Sarjoughian, “Joint Measure: Distributed Simulation Issues in a Mission Effectiveness Analytic Simulator,” Simulator Interoperability Workshop (SIW), 99F-SIW-159.
  • Sarjoughian, H.S., B.P. Zeigler, “Collaborative Modeling: The Missing Piece of Distributed Simulation,” Proc. SPIE, Enabling Technology for Simulation Science III, Vol. 3696, pp. 126-135, Orlando, FL, June 1999.
  • Sarjoughian, H.S., B.P. Zeigler, “The Role of DEVS Modeling in Collaborative Federation Development,” Simulator Interoperability Workshop (SIW), 99F-SIW-162.
  • Sarjoughian, H.S. B.P. Zeigler, and S. Park, “Collaborative Distributed Network System: A Lightweight Middleware Supporting Collaborative DEVS Modeling,” Future Generation Comp. Sys., Vol. 7, No. 10, pp. 1-17, 1999.
  • Sarjoughian, H.S., B.P. Zeigler, et al, “Conducting Distributed Group Software Engineering Projects: Challenges to State-Of-The-Art Collaboration Technologies.” International Conference on Simulation and Multimedia in Engineering and Education, SCS Western Multi-Conference, January, San Francisco, CA, 1999.
  • Zeigler, B.P., S.B. Hall, and H.S. Sarjoughian, “Exploiting HLA and DEVS to Promote Interoperability and Reuse in Lockheed’s Corporate Environment,” Simulation J., Vol. 73, No. 4, pp. 288-295, November 1999.
  • Zeigler, B.P., H.S. Sarjoughian, “Support for Hierarchical Modular Component-based Model Construction in DEVS/HLA”, Simulation Interoperability Workshop, March, Orlando, FL., 1999.