Tuple-based Coordination of Stochastic Systems with Uniform Primitives


Stefano Mariani, Andrea Omicini

Matteo Baldoni, Cristina Baroglio, Federico Bergenti, Alfredo Garro (eds.)
WOA 2013 – From Objects to Agents. Proceedings of the 14th Workshop “From Objects to Agents”, co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), pages 8–15
CEUR Workshop Proceedings 1099
Sun SITE Central Europe, RWTH Aachen University, Turin, Italy
December 2013

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 paper 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.

(keywords) Stochastic systems; Tuple-based coordination; Uniform primitives; Non-determinism

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Publication

— authors

— editors

Matteo Baldoni, Cristina Baroglio, Federico Bergenti, Alfredo Garro

— status

published

— sort

paper in proceedings

— publication date

December 2013

— volume

WOA 2013 – From Objects to Agents. Proceedings of the 14th Workshop “From Objects to Agents”, co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013)

— series

CEUR Workshop Proceedings

— volume

1099

— pages

8–15

— address

Turin, Italy

URLs

original page  |  original PDF  |  open access PDF

identifiers

— IRIS

11585/256522

— Scopus

2-s2.0-84892634950

— online ISSN

1613-0073

notes

— note

XIV Workshop (WOA 2013). Workshop Notes

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