Aggregate centrality measures for IoT-based coordination

Audrito, Giorgio; Pianini, Danilo; Damiani, Ferruccio; Viroli, Mirko

doi:10.1016/j.scico.2020.102584

Cited by 3 publications

(1 citation statement)

References 57 publications

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“…In the protelis incarnation, concentration is defined as Java Object; in fact, this incarnation is meant to let nodes execute specifications written in the Protelis aggregate programming language [22], which can manipulate arbitrary data structures. This is likely the incarnation most commonly used in the literature, featuring dozens of examples including crowd tracking [3] and dispersal [30] 3 , target counting [20] 4 , drone coordination [5], and several distributed algorithms [1,2,29] and patterns [19].…”

Section: Executable Models: Incarnationsmentioning

confidence: 99%

Simulation of Large Scale Computational Ecosystems with Alchemist: A Tutorial

Pianini

2021

Distributed Applications and Interoperable Systems

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Many interesting systems in several disciplines can be modeled as networks of nodes that can store and exchange data: pervasive systems, edge computing scenarios, and even biological and bio-inspired systems. These systems feature inherent complexity, and often simulation is the preferred (and sometimes the only) way of investigating their behavior; this is true both in the design phase and in the verification and testing phase. In this tutorial paper, we provide a guide to the simulation of such systems by leveraging Alchemist, an existing research tool used in several works in the literature. We introduce its meta-model and its extensible architecture; we discuss reference examples of increasing complexity; and we finally show how to configure the tool to automatically execute multiple repetitions of simulations with different controlled variables, achieving reliable and reproducible results.

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