The document discusses the transformation of BPMN (Business Process Model and Notation) to DEVS (Discrete Event System Specification) within the MDD4MS (Model-Driven Development for Modeling and Simulation) framework. It highlights the importance of model continuity throughout the simulation life-cycle, presenting a procedural DEVS metamodel and the transformation rules for converting BPMN to DEVS. The research emphasizes the potential of the MDD approach to enhance efficiency and accuracy in simulation model implementation.

1. Model Transformation from BPMN to DEVS
in the MDD4MS Framework
Deniz Cetinkaya, Alexander Verbraeck and Mamadou D. Seck
27 March 2012,Orlando, FL

2. Outline
•MDD4MS Framework
• M&S Life-cycle
• Metamodeling: Models and Metamodels
• Model Transformations
• Tool Architecture for MDD4MS
•BPMN to DEVS Transformation
• BPMN Metamodel
• DEVS Metamodel
• Transformation Rules from BPMN to DEVS
•Conclusion
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3. 1.
MDD4MS Framework
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4. M&S Life-cycle
Problem Definition
Conceptual Modeling
Specification Validation
Verification
Implementation
Experimentation
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5. Outputs of the M&S Life-cycle
Stage Output Output Type Output Format
Problem Source System Generally a written Expressed in a natural language
Definition Requirements document
Conceptual Conceptual Model A visual and/or textual Defined by a well-defined
Modeling conceptual model conceptual modeling language
Specification Platform Independent A visual and/or textual Defined by a specification
Simulation Model simulation specification language for a certain formalism
Implementation Platform Specific Compiled or executable Written in a programming
Simulation Model source code language or automatically
generated
Experimentation Experimentation Output of the simulator Depends on the simulator
Results
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6. Why MDD for M&S?
• Simulation conceptual modeling is performed mostly
with general purpose diagramming techniques and tools.
• There is a lack of tool support during the entire
simulation model development life-cycle.
• The conceptual models are not explicitly reused in the
further stages as formal model transformation methods
are not available.
• MDD will be a cost and effort saving solution. As well as,
existing MDD tools and techniques can be utilized.
• This research applies MDD principles into M&S in order
to obtain the model continuity throughout the M&S life-
cycle.
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7. Metamodeling Layers in MOF
M3 Level MOF Model Meta-metamodel
Application
M2 Level Metamodel
Metamodel
Application
M1 Level Model
MetaData
M0 Level Application Data Information
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8. MDD4MS Framework
conforms to
M&S
Meta-Metamodel M3 level
conforms to conforms to conforms to
Metamodeling
M2 level
Conceptual Modeling Simulation Model Simulation Model
Metamodel Specification Metamodel Implementation Metamodel
conforms to conforms to conforms to
Simulation Platform Independent Platform Specific
Conceptual Model (CM)
MetaData
Simulation Model (PISM)
MetaData
Simulation Model (PSSM)
MetaData
M1 level
Model transformations (M&S life-cycle stages)
instance of instance of instance of
Simulation Conceptual
Model (CM)
Platform Independent
Simulation Model (PISM)
Platform Specific
Simulation Model (PSSM) M0 level
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9. Tool Architecture for MDD4MS
Modeling and Simulation Environment
prepares
Problem Owner
uses
Requirements Role: Conceptual Modeler
prepares
Tool for Simulation
Conceptual Modeling
uses
Simulation
Role: Simulation Modeler
Conceptual Model
(CM) Tool for Simulation prepares
Model Specification
uses
ModelToModel Platform Independent Role: Simulation Programmer
Transformer Simulation Model (PISM)
Tool for Simulation
Model Implementation
Platform Specific
ModelToModel
Simulation Model
Transformer (PSSM)
ModelToCode
Transformer
Role: Simulation Expert
Simulator
Computer
executable PSSM Results
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10. MDD4MS Prototype
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11. 2.
BPMN to DEVS Transformation
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12. A case study: MDD of executable
DEVS from BPMN
Metamodeling Layer
BPMN DEVSDSOL
DEVS Specification
Conceptual Modeling Implementation
Metamodel
Metamodel Metamodel
instance of instance of instance of
Modeling Layer
Simulation Platform Platform
Conceptual Model Independent DEVS Specific DEVSDSOL
(CM) Model (PISM) Model (PSSM)
ModelToModel ModelToModel
Transformation Transformation
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13. BPMN Metamodel
Model Transformation from BPMN to DEVS in the MDD4MS Framework 13/25

14. Conceptual Modeling with BPMN
Model Transformation from BPMN to DEVS in the MDD4MS Framework 14/25

15. DEVS Metamodel
Model Transformation from BPMN to DEVS in the MDD4MS Framework 15/25

16. Generating Visual DEVS Model
Model to model
transformation with ATL
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17. Generating Executable DEVSDSOL Model
Model to code
transformation with Java
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18. Running the Generated Code
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19. Transformation Rules from
BPMN to DEVS
•The transformation is written in ATL (ATLAS
Transformation Language).
•The transformation has two steps:
• In the first step, all BPMN model elements are
transformed to specific DEVS elements; and all
connections are transformed to internal couplings.
• In the second step, external input couplings and
external output couplings are defined for nested
components.
•The transformation satisfies syntactic correctness,
completeness, readability and efficiency criteria.
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20. Transformation Pattern
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21. Hierarchical Models
•the source component is nested n levels.
• n * DEVS Output Port
• n * DEVS EOC Connection
•the target component is nested m levels.
• m * DEVS Input Port
• m * DEVS EIC Connection
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22. 3.
Conclusion
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23. Advantages of MDD Approach
•Availability of the existing MDD tools and
techniques.
•Formal definition of the models and modeling
languages.
•Good understanding of the conceptual models
by different parties.
•More efficient and error-free simulation model
implementation.
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24. Conclusion
•This research applies MDD principles into M&S
in order to obtain the model continuity
throughout the M&S life-cycle.
•In this work, a procedural DEVS metamodel, a
BPMN metamodel and a model transformation
from BPMN to DEVS are presented.
•The BPMN to DEVS transformation proves that
the gap between the conceptual modeling and
specification stages can be filled in by MDD
approach.
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25. Thank you.
Questions?
Deniz Cetinkaya
D.Cetinkaya@tudelft.nl
Alexander Verbraeck
A.Verbraeck@tudelft.nl
Mamadou D. Seck
m.d.seck@tudelft.nl
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