On-the-Fly Construction of Composite Events in Scenario-Based Modeling using Constraint Solvers

Guy Katz, Assaf Marron, Aviran Sadon, Gera Weiss

2019

Abstract

Scenario-Based Programming is a methodology for modeling and constructing complex reactive systems from simple, stand-alone building blocks, called scenarios. These scenarios are designed to model different traits of the system, and can be interwoven together and executed to produce cohesive system behavior. Existing execution frameworks for scenario-based programs allow scenarios to specify their view of what the system must, may, or must not do only through very strict interfaces. This limits the methodology’s expressive power and often prevents users from modeling certain complex requirements. Here, we propose to extend Scenario-Based Programming’s execution mechanism to allow scenarios to specify how the system should behave using rich logical constraints. We then leverage modern constraint solvers (such as SAT or SMT solvers) to resolve these constraints at every step of running the system, towards yielding the desired overall system behavior. We provide an implementation of our approach and demonstrate its applicability to various systems that could not be easily modeled in an executable manner by existing Scenario-Based approaches.

Paper Citation

in Harvard Style

Katz G., Marron A., Sadon A. and Weiss G. (2019). On-the-Fly Construction of Composite Events in Scenario-Based Modeling using Constraint Solvers.In Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD, ISBN 978-989-758-358-2, pages 143-156. DOI: 10.5220/0007573801430156

in Bibtex Style

@conference{modelsward19,
author={Guy Katz and Assaf Marron and Aviran Sadon and Gera Weiss},
title={On-the-Fly Construction of Composite Events in Scenario-Based Modeling using Constraint Solvers},
booktitle={Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD,},
year={2019},
pages={143-156},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007573801430156},
isbn={978-989-758-358-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD,
TI - On-the-Fly Construction of Composite Events in Scenario-Based Modeling using Constraint Solvers
SN - 978-989-758-358-2
AU - Katz G.
AU - Marron A.
AU - Sadon A.
AU - Weiss G.
PY - 2019
SP - 143
EP - 156
DO - 10.5220/0007573801430156