Generation of traces from a simulation model and their analysis is a powerful and common mean to debug simulation models. In this paper, we define a measure of progress for simulation traces and describe how it can be used to detect certain errors. We devise a visual inspection technique based on that measure and discuss several examples to illustrate how one can distinguish normal behavior from irregular, potentially erroneous behavior documented in a trace of a simulation run. The overall approach is implemented and integrated in Traviando, a trace analyzer for debugging stochastic simulation models.
The application of the correct simulation output analysis technique requires a knowledgge of the mod...
Tracing is a tool frequently used in the debugging and optimization of software. While there exist d...
International audienceThis paper presents a tool for debugging behavioural models being analysed usi...
Abstract—In this paper, we describe a novel technique that helps a modeler gain insight into the dyn...
Discrete event simulation is broadly applied in the analy-sis of dynamic and concurrent systems and ...
Verification and validation of simulation models are cru-cial steps to the success of a simulation p...
Abstract-Traviando is a trace analyzer and visualizer for simulation traces of discrete event dynami...
Stochastic analysis techniques for real-time systems model the execution time of tasks as random var...
We present an approach to support the debugging of stochastic system models using interactive visual...
Abstract—We present an approach to support the de-bugging of stochastic system models using interact...
Visual Analytics offers various interesting methods to explore high dimensional data interactively. ...
Currently, few tools are available for assisting developers with debugging intelligent systems. Beca...
In real-time systems, temporal behaviour is as important as functional behaviour, so several techniq...
Many important characteristics of simulation models, including queuing models, can be investigated b...
Most discrete event simulation frameworks are able to out-put simulation runs as a trace. The Networ...
The application of the correct simulation output analysis technique requires a knowledgge of the mod...
Tracing is a tool frequently used in the debugging and optimization of software. While there exist d...
International audienceThis paper presents a tool for debugging behavioural models being analysed usi...
Abstract—In this paper, we describe a novel technique that helps a modeler gain insight into the dyn...
Discrete event simulation is broadly applied in the analy-sis of dynamic and concurrent systems and ...
Verification and validation of simulation models are cru-cial steps to the success of a simulation p...
Abstract-Traviando is a trace analyzer and visualizer for simulation traces of discrete event dynami...
Stochastic analysis techniques for real-time systems model the execution time of tasks as random var...
We present an approach to support the debugging of stochastic system models using interactive visual...
Abstract—We present an approach to support the de-bugging of stochastic system models using interact...
Visual Analytics offers various interesting methods to explore high dimensional data interactively. ...
Currently, few tools are available for assisting developers with debugging intelligent systems. Beca...
In real-time systems, temporal behaviour is as important as functional behaviour, so several techniq...
Many important characteristics of simulation models, including queuing models, can be investigated b...
Most discrete event simulation frameworks are able to out-put simulation runs as a trace. The Networ...
The application of the correct simulation output analysis technique requires a knowledgge of the mod...
Tracing is a tool frequently used in the debugging and optimization of software. While there exist d...
International audienceThis paper presents a tool for debugging behavioural models being analysed usi...