Talks » Tuple-based Coordination of Stochastic Systems with Uniform Primitives

Tuple-based Coordination of Stochastic Systems with Uniform Primitives

Andrea Omicini, Stefano Mariani
Complex computational systems — such as pervasive, adaptive, and self-organising ones — typically rely on simple yet expressive coordination mechanisms: this is why coordination models and languages can be exploited as the sources of the essential abstractions and mechanisms to build such systems. While the features of tuple-based models make them well suited for complex system coordination, they lack the probabilistic mechanisms for modelling the stochastic behaviours typically required by adaptivity and self-organisation. To this end, in this talk we explicitly introduce uniform primitives as a probabilistic specialisation of standard tuple-based coordination primitives, replacing don’t know non-determinism with uniform distribution. We define their semantics and discuss their expressiveness and their impact on system predictability.
Presented by Andrea Omicini
WOA 2013
Torino, Italy, 02/12/2013