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cs.AI2025
Urban Air Mobility as a System of Systems: An LLM-Enhanced Holonic Approach
Ahmed R. Sadik, Muhammad Ashfaq, Niko Mäkitalo +1
Urban Air Mobility (UAM) is an emerging System of System (SoS) that faces challenges in system architecture, planning, task management, and execution. Traditional architectural app…
cs.AI2025
LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS
Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen +2
As modern system of systems (SoS) become increasingly adaptive and human centred, traditional architectures often struggle to support interoperability, reconfigurability, and effec…
cs.AI2024
Holon Programming Model -- A Software-Defined Approach for System of Systems
Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen +2
As Systems of Systems evolve into increasingly complex networks, harnessing their collective potential becomes paramount. Traditional SoS engineering approaches lack the necessary…