The eXchange Calculus (XC): A functional programming language design for distributed collective systems

Distributed collective systems are systems formed by homogeneous dynamic collections of devices acting in a shared environment to pursue a joint task or goal. Typical applications emerge in the context of wireless sensor networks, robot swarms, groups of wearable-augmented people, and computing infr...

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Veröffentlicht in:The Journal of systems and software Jg. 210; S. 111976
Hauptverfasser: Audrito, Giorgio, Casadei, Roberto, Damiani, Ferruccio, Salvaneschi, Guido, Viroli, Mirko
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Inc 01.04.2024
Schlagworte:
Collective computing
Core calculus
C＋＋ DSL
Distributed programming
Operational semantics
Scala DSL
Type soundness
Scala DSL
C＋＋ DSL
Distributed programming
Operational semantics
Collective computing
Type soundness
Core calculus
ISSN:0164-1212
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Zusammenfassung:Distributed collective systems are systems formed by homogeneous dynamic collections of devices acting in a shared environment to pursue a joint task or goal. Typical applications emerge in the context of wireless sensor networks, robot swarms, groups of wearable-augmented people, and computing infrastructures. Programming such systems is notoriously hard, due to requirements of scalability, concurrency, faults, and difficulty in making desired collective behaviour ultimately emerge: ad-hoc languages and mechanisms have been proposed threads like spatial computing, macro-programming, and field-based coordination. In this paper we present the eXchange Calculus (XC), formalising a tiny set of key mechanisms, usable across many different languages and platforms, allowing to express the overall interactive behaviour of distributed collective systems in a declarative way. In this approach, computation (executed in asynchronous rounds), communication (which is neighbour-based), and state over time, are all expressed by a single declarative construct, called exchange. We provide a formalisation of XC in terms of syntax, device-level and network-level semantics, prove a number of properties of the calculus, and discuss applicability considering a smart city scenario. XC is implemented as a DSL in Scala and in C＋＋, with different trade-offs in terms of productivity and platform targetting. •The eXchange Calculus (XC) is a core functional language for distributed systems.•XC supports macro-level compositional programming of self-organising behaviours.•XC comes with formal proofs on typing, expressiveness, and self-stabilisation.•XC is implemented in Scala and C＋＋ DSLs and evaluated on a smart city scenario.•XC subsumes state-of-the-art field calculi via a single communication primitive.
ISSN:0164-1212
DOI:10.1016/j.jss.2024.111976