Inspired by recent works in computational systems biology and existing literature proposing nature-inspired approaches for the coordination of today complex distributed systems, this paper proposes a mechanism to leverage exact computational modelling of chemical reactions for achieving self-organisation in system coordination. We conceive the notion of biochemical tuple spaces. In this model: a tuple resembles a chemical substance, a notion of activity/pertinency value for tuples is used to model chemical concentration, coordination rules are structured as chemical reactions evolving tuple concentration over time, a tuple space resembles a single-compartment solution, and finally a network of tuple spaces resembles a tissue-like biological system. The proposed model is formalised as a process algebra with stochastic semantics, and several examples are described up to an ecology-inspired scenario of system coordination, which emphasises the self-organisation features of the proposed model.
M. Viroli, M. Casadei (2009). Biochemical Tuple Spaces for Self-Organising Coordination [10.1007/978-3-642-02053-7_8].
Biochemical Tuple Spaces for Self-Organising Coordination
VIROLI, MIRKO;CASADEI, MATTEO
2009
Abstract
Inspired by recent works in computational systems biology and existing literature proposing nature-inspired approaches for the coordination of today complex distributed systems, this paper proposes a mechanism to leverage exact computational modelling of chemical reactions for achieving self-organisation in system coordination. We conceive the notion of biochemical tuple spaces. In this model: a tuple resembles a chemical substance, a notion of activity/pertinency value for tuples is used to model chemical concentration, coordination rules are structured as chemical reactions evolving tuple concentration over time, a tuple space resembles a single-compartment solution, and finally a network of tuple spaces resembles a tissue-like biological system. The proposed model is formalised as a process algebra with stochastic semantics, and several examples are described up to an ecology-inspired scenario of system coordination, which emphasises the self-organisation features of the proposed model.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.