ICSA 2025
Mon 31 March - Fri 4 April 2025 Odense, Denmark

The existing architecture for intent-based systems consists of four blocks: Intent translation, resolution, activation, and assurance. Such architecture, even though straightforward for small problems, results in prohibitively complex to maintain codebase for larger problems. This is due to mixing three distinct aspects of autonomous systems: optimal control, decision support functionality, and game-theory aspects. To handle this complexity, partitioning and agent-based approaches are used. These help to some extent but either directly result in sub-optimality or rapidly lead to complexity-induced stagnation of the intent system. Moreover, optimization and control theory aspects are afterthoughts. We propose an architecture that is based on optimal control abstracting the system (i.e., plant) for a decision support system which in turn consults a game theory core. This way, almost all decision theory questions are isolated in the optimal control core and game theory questions in game theory core. This separation of concerns enables agnostic algorithms capable of handling many users, intents, and components, along with their dynamic changes, optimally and without requiring changes in the codebase of the intent system.

Thu 3 Apr

Displayed time zone: Brussels, Copenhagen, Madrid, Paris change

16:00 - 17:00
Industrial IoT, Edge, and Cyber-Physical Systems IINew and Emerging Ideas / Research Papers / Software Architecture in Practice at Hall 2 (U82)
Chair(s): Adel Noureddine University of Pau and Pays de l'Adour
16:00
15m
Research paper
Non-invasive software architecture for data pipelines with legacy support in smart manufacturing
Research Papers
Alberto Ceselli , Giuseppe de Martino , Patrizia Scandurra University of Bergamo, Italy
16:15
15m
Paper
AI Pipelines: A Scalable Architecture for Dynamic Data Processing
Software Architecture in Practice
Jakob Hviid University of Southern Denmark, SDU Software Engineering, Anders Launer Bæk-Petersen University of Southern Denmark, SDU Software Engineering, Emil Stubbe Kolvig-Raun University of Southern Denmark, Universal Robots, Juan Marín-Vega
Pre-print
16:30
15m
Paper
Architectural Proposal for Reproducible, Standardized Deep Learning Research
Software Architecture in Practice
Max Luebbering , Vijul Shah , Moinam Chatterjee Otto-von-Guericke University Magdeburg, Germany, Priya Priya , Osama Soliman , Rafet Sifa
16:45
15m
Paper
Scalable Architecture for Intent Based Optimal Control of Composite Systems
New and Emerging Ideas
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