Engineering Distributed Collective Intelligence in Cyber-Physical Swarms

被引:0
|
作者
Aguzzi, Gianluca [1 ]
Savaglio, Claudio [2 ]
机构
[1] Univ Bologna, Cesena, Italy
[2] Univ Calabria, Calabria, Italy
来源
2024 20TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SMART SYSTEMS AND THE INTERNET OF THINGS, DCOSS-IOT 2024 | 2024年
关键词
distributed collective intelligence; large-scale IoT; collective computing; aggregate computing;
D O I
10.1109/DCOSS-IoT61029.2024.00089
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Cyber-physical swarms represent a paradigm shift in distributed systems, mirroring characteristics akin to natural swarms, such as self-organization, scalability, and fault tolerance. This paper delves into these complex systems, characterized by vast networks of cyber-physical entities with limited environmental awareness, yet capable of exhibiting emergent collective behaviors. These systems encompass a diverse array of scenarios, ranging from swarm robotics to the interconnectivity in smart cities, as well as the collaboration among augmented humans. The engineering of such systems presents unique challenges, primarily due to their intricate complexity and the spontaneous nature of their collective behaviors. This paper aims to dissect these challenges, offering a clear delineation of potential approaches. We present a comprehensive analysis, shedding light on the intricacies of engineering cyberphysical swarms and discussing modern solutions in engineering collective applications for such systems.
引用
收藏
页码:570 / 575
页数:6
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