Concept
intelligent physical systems
Parents
Children
AutomationControl TheoryDiagnostic SystemsEmulationEnvironmental Monitoring
233
Publications
10.6K
Citations
867
Authors
388
Institutions
Edge-to-Cloud Intelligent Cyber-Physical Systems
2022 - 2022
The period is characterized by a move toward distributed intelligence spanning edge, fog, and cloud resources, enabling coordinated learning, scheduling, and decision making in cyber-physical systems. Edge-to-cloud orchestration emerged as a unifying paradigm to minimize latency, reduce energy use, and preserve data locality in IoT-enabled CPS, while on-device learning powers real-time anomaly detection and adaptive security. Data-driven CPS design emphasizes integrating heterogeneous data streams to inform intelligent control and monitoring across distributed deployments.
• Edge-to-cloud orchestration unifies distributed intelligence in cyber-physical systems by coordinating learning and scheduling across edge devices, fog nodes, and cloud resources to optimize latency, energy use, and data locality in IoT-enabled CPS [2], [3].
• AI-driven monitoring and anomaly detection integrate intelligent frameworks with on-device learning to enable real-time, adaptive security and reliability in CPS, leveraging constrained-device ML for timely intrusion and fault detection [1], [3].
• Data-driven CPS design emphasizes integrating heterogeneous data streams and adaptive processing to inform intelligent control, scheduling, and monitoring decisions across distributed CPS deployments [2], [1].