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
相关论文
共 50 条
  • [21] A distributed intelligence framework for enhancing resilience and data privacy in dynamic cyber-physical systems
    Azeri, Nabila
    Hioual, Ouided
    Hioual, Ouassila
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2024, 27 (05): : 6289 - 6304
  • [22] Runtime Verification for Distributed Cyber-Physical Systems
    Momtaz, Anik
    2021 40TH INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS 2021), 2021, : 349 - 350
  • [23] SECURE DISTRIBUTED ESTIMATION IN CYBER-PHYSICAL SYSTEMS
    Khan, Usman A.
    Stankovic, Aleksandar M.
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 5209 - 5213
  • [24] Predicate monitoring in distributed cyber-physical systems
    Anik Momtaz
    Niraj Basnet
    Houssam Abbas
    Borzoo Bonakdarpour
    International Journal on Software Tools for Technology Transfer, 2023, 25 : 541 - 556
  • [25] Synchronization of Distributed Controllers in Cyber-Physical Systems
    Lesi, Vuk
    Jakovljevic, Zivana
    Pajic, Miroslav
    2019 24TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2019, : 710 - 717
  • [26] On distributed coordination in networks of cyber-physical systems
    Russo, Giovanni
    di Bernardo, Mario
    CHAOS, 2019, 29 (05)
  • [27] A formal framework for distributed cyber-physical systems
    Lion, Benjamin
    Arbab, Farhad
    Talcott, Carolyn
    JOURNAL OF LOGICAL AND ALGEBRAIC METHODS IN PROGRAMMING, 2022, 128
  • [28] Distributed Optimization for Smart Cyber-Physical Networks
    Notarstefano, Giuseppe
    Notarnicola, Ivano
    Camisa, Andrea
    FOUNDATIONS AND TRENDS IN SYSTEMS AND CONTROL, 2019, 7 (03): : 253 - 383
  • [29] Predicate Monitoring in Distributed Cyber-Physical Systems
    Momtaz, Anik
    Basnet, Niraj
    Abbas, Houssam
    Bonakdarpour, Borzoo
    RUNTIME VERIFICATION (RV 2021), 2021, 12974 : 3 - 22
  • [30] Distributed Manipulation Using Cyber-Physical Systems
    Sinclair, Martin
    Raptis, Ioaimis A.
    2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2014, : 3097 - 3102