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2019 | OriginalPaper | Buchkapitel

Two-Layer Architecture for Distributed Massively Multi-agent Systems

verfasst von : Yohei Murakami, Takao Nakaguchi, Donghui Lin, Toru Ishida

Erschienen in: Massively Multi-Agent Systems II

Verlag: Springer International Publishing

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Abstract

Existing massively multi-agent systems are aimed at handling tens of thousands of agents on a single server or a computer cluster. To this end, the agents are implemented as a data structure on the server to run at high speed. However, in future IoS/IoT environments, it will be necessary to deploy agents to distributed servers. Therefore, we propose a two-layered architecture consisting of macro-agents and micro-agents: the former controls the distributed environment and the latter solves the problem cooperatively. The macro-agents pre-installed on servers form a self-organized network by communicating with neighbor macro-agents. On the other hand, micro-agents are implemented as data structures on the server and solve problems under control of the macro-agents. An example scenario is presented to illustrate how to apply the proposed architecture to driving assistance with environment-embedded sensors.

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Titel: Two-Layer Architecture for Distributed Massively Multi-agent Systems
verfasst von: Yohei Murakami
Takao Nakaguchi
Donghui Lin
Toru Ishida
Verlag: Springer International Publishing
Buch: Massively Multi-Agent Systems II
Print ISBN: 978-3-030-20936-0

Electronic ISBN: 978-3-030-20937-7

Copyright-Jahr: 2019
DOI: https://doi.org/10.1007/978-3-030-20937-7_4

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