Title :
Toward Structured Simulation of What-If Analyses for Enterprise
Author :
Sunkle, Sagar ; Roychoudhury, Suman ; Rathod, Hemant ; Kulkarni, Vaishali
Author_Institution :
Tata Res. Dev. & Design Center, Tata Consultancy Services, Pune, India
Abstract :
Today´s Enterprises exist in highly dynamic environment. Simulation could be used to reveal complex dynamic behavior of enterprise, especially for playing out dynamic what-if scenarios, in determining enterprise´s response to a change. Instead of relying on guidelines for simulating prescriptive models of enterprise as in other approaches including our own in which we simulated intentional models of enterprise, we propose a comprehensive metamodel of system dynamics and provide relation-based mapping to intentional metamodel. Ongoing explorations suggest that while several challenges of simulating enterprise aspects for what-if analyses remain unaddressed, in the least we take a step toward making simulation of intentional models more structured.
Keywords :
business data processing; complex enterprise dynamic behavior; comprehensive system dynamics metamodel; enterprise aspect simulation; intentional metamodel; relation-based mapping; structured what-if analysis simulation; Adaptation models; Analytical models; Computational modeling; Context; Context modeling; Data models; Visualization; Intentional Model; Simulation; System Dynamics;
Conference_Titel :
Enterprise Distributed Object Computing Conference Workshops and Demonstrations (EDOCW), 2014 IEEE 18th International
Conference_Location :
Ulm
DOI :
10.1109/EDOCW.2014.41