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Human-Based Distributed Intelligence in Computing Continuum Systems

delete2025-03-01
delete0
PRE
AI
P
Praveen Kumar Donta
B
Boris Sedlak
I
Ilir Murturi
V
Víctor Casamayor Pujol
S
Schahram Dustdar
DOI：10.1109/MIC.2024.3460908delete
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摘要

摘要

En 中文
分布式计算连续体系统（DCCSs）是集成系统，结合了云、边缘和物联网设备，以跨多样应用和环境提供可扩展且低延迟的计算资源。由计算单元、存储系统和通信网络组成的异构混合体，DCCSs通过基于资源可用性和需求的动态任务分配，促进实时数据处理与分析。DCCSs的复杂结构反映了人体复杂组织的特征，其中不同系统协同工作以维持整体功能。本文将人体智能机制与DCCSs所需的运行策略进行类比。我们特别探讨了可融入DCCSs的几种人体类比或原理，以缓解可解释与不可解释的挑战，同时提升整体性能。
Keyword:
Feedback loop
Cloud computing
Decision making
Organizations
Data processing
Real-time systems
Internet of Things
Communication networks
Low latency communication
Distributed computing
Edge computing

期刊

IEEE Internet Computing 封面图
IEEE Internet Computing
IF:
4.4
论文数:
2.0K
被引数:
2.0K

机构

T
tu wien, vienna, austria
学者数:
6
论文数: 5
被引数: 0
S
Stockholm University
学者数:
1.8W
论文数: 1.7W
被引数: 32
D
distributed systems group, tu wien, vienna, austria
学者数:
3
论文数: 6
被引数: 0
U
universitat pompeu fabra, barcelona, spain
学者数:
9
论文数: 6
被引数: 0
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