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Performance Analysis of Live-Virtual-Constructive and Distributed Virtual Simulations - Defining Requirements in Terms of Temporal Consistency (Paperback)
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Performance Analysis of Live-Virtual-Constructive and Distributed Virtual Simulations - Defining Requirements in Terms of Temporal Consistency (Paperback)
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This research extends the knowledge of live-virtual-constructive
(LVC) and distributed virtual simulations (DVS) through a detailed
analysis and characterization of their underlying computing
architecture. LVCs are characterized as a set of asynchronous
simulation applications each serving as both producers and
consumers of shared state data. In terms of data aging
characteristics, LVCs are found to be first-order linear systems.
System performance is quantified via two opposing factors; the
consistency of the distributed state space, and the response time
or interaction quality of the autonomous simulation applications. A
framework is developed that defines temporal data consistency
requirements such that the objectives of the simulation are
satisfied. Additionally, to develop simulations that reliably
execute in real-time and accurately model hierarchical systems, two
real-time design patterns are developed: a tailored version of the
model-view-controller architecture pattern along with a companion
Component pattern. Together they provide a basis for hierarchical
simulation models, graphical displays, and network I/O in a
real-time environment. For both LVCs and DVSs the relationship
between consistency and interactivity is established by mapping
threads created by a simulation application to factors that control
both interactivity and shared state consistency throughout a
distributed environment.
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