4,536 research outputs found
Extensions of SystemC^FL for mixed-signal systems and formal verification
The formal language SystemC^FL is the formalization of SystemC. The language semantics of SystemC^FL was formally defined in a standard structured operational semantics (SOS) style. In this paper, we first provide an overview of the current status of the formal language SystemC^FL and show some practical applications of SystemC^FL.Then, we give an outline for the latest developments of SystemC^FL. These developments include extensions of SystemC^FL for modeling mixed-signal systems and formal verification
Formal Verification of Probabilistic SystemC Models with Statistical Model Checking
Transaction-level modeling with SystemC has been very successful in
describing the behavior of embedded systems by providing high-level executable
models, in which many of them have inherent probabilistic behaviors, e.g.,
random data and unreliable components. It thus is crucial to have both
quantitative and qualitative analysis of the probabilities of system
properties. Such analysis can be conducted by constructing a formal model of
the system under verification and using Probabilistic Model Checking (PMC).
However, this method is infeasible for large systems, due to the state space
explosion. In this article, we demonstrate the successful use of Statistical
Model Checking (SMC) to carry out such analysis directly from large SystemC
models and allow designers to express a wide range of useful properties. The
first contribution of this work is a framework to verify properties expressed
in Bounded Linear Temporal Logic (BLTL) for SystemC models with both timed and
probabilistic characteristics. Second, the framework allows users to expose a
rich set of user-code primitives as atomic propositions in BLTL. Moreover,
users can define their own fine-grained time resolution rather than the
boundary of clock cycles in the SystemC simulation. The third contribution is
an implementation of a statistical model checker. It contains an automatic
monitor generation for producing execution traces of the
model-under-verification (MUV), the mechanism for automatically instrumenting
the MUV, and the interaction with statistical model checking algorithms.Comment: Journal of Software: Evolution and Process. Wiley, 2017. arXiv admin
note: substantial text overlap with arXiv:1507.0818
Modeling Algorithms in SystemC and ACL2
We describe the formal language MASC, based on a subset of SystemC and
intended for modeling algorithms to be implemented in hardware. By means of a
special-purpose parser, an algorithm coded in SystemC is converted to a MASC
model for the purpose of documentation, which in turn is translated to ACL2 for
formal verification. The parser also generates a SystemC variant that is
suitable as input to a high-level synthesis tool. As an illustration of this
methodology, we describe a proof of correctness of a simple 32-bit radix-4
multiplier.Comment: In Proceedings ACL2 2014, arXiv:1406.123
Dependability Analysis of Control Systems using SystemC and Statistical Model Checking
Stochastic Petri nets are commonly used for modeling distributed systems in
order to study their performance and dependability. This paper proposes a
realization of stochastic Petri nets in SystemC for modeling large embedded
control systems. Then statistical model checking is used to analyze the
dependability of the constructed model. Our verification framework allows users
to express a wide range of useful properties to be verified which is
illustrated through a case study
- …