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P311 - BTW2021- Datenbanksysteme für Business, Technologie und Web

https://dl.gi.de/handle/20.500.12116/35791
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Auflistung P311 - BTW2021- Datenbanksysteme für Business, Technologie und Web nach Autor:in "Clemen, Thomas"

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  • Textdokument
    Data Management in Multi-Agent Simulation Systems
    (BTW 2021, 2021) Glake, Daniel; Panse, Fabian; Ritter, Norbert; Clemen, Thomas; Lenfers, Ulfia
    Multi-agent simulations are an upcoming trend to deal with the urgent need to predict complex situations as they arise in many real-life areas, such as disaster or traffic management. Such simulations require large amounts of heterogeneous data ranging from spatio-temporal to standard object properties. This and the increasing demand for large scale and real-time simulations pose many challenges for data management. In this paper, we present the architecture of a typical agent-based simulation system, describe several data management challenges that arise in such a data ecosystem, and discuss their current solutions within our multi-agent simulation system MARS.