Design patterns for swarms engineered with context-role-oriented modeling

Research output: Contribution to journalResearch articleContributedpeer-review

Abstract

Ensembles and swarms occur everywhere in nature, in social and technical contexts. Their modeling and programming form a significant challenge in modern software systems engineering. While it is well-known how self-adaptive or autonomic systems can be designed advantageously, the effective modeling and programming of ensembles often require the engineering of new software languages, which necessitates a tremendous development effort. This paper presents a context-role-oriented approach for modeling the structure and behavior of ensembles. We contribute three design patterns for frequently occurring ensemble types, developed via context-role-oriented modeling. Additionally, we show the feasibility of nesting design patterns to describe the behavior of nested swarms.

Details

Original languageEnglish
Pages (from-to)541-555
Number of pages15
JournalInternational journal on software tools for technology transfer
Volume27
Issue number6
Publication statusPublished - Dec 2025
Peer-reviewedYes

External IDs

ORCID /0000-0003-1537-7815/work/205991638
ORCID /0000-0002-3513-6448/work/205991857
ORCID /0009-0008-3887-3217/work/205992866

Keywords

ASJC Scopus subject areas

Keywords

  • Contexts, Ensemble engineering, Ensemble protocols, Ensemble simulation, Roles