Abstract
With the rapid development of cloud computing and control theory, a new paradigm of networked control systems called cloud control systems is proposed to meet the requirements of large-scale and complex applications. Currently, cloud control systems are mainly built by using a centralized architecture. The centralized system is overly dependent on the central control plane and has huge challenges in large-scale heterogeneous node systems. In this paper, we propose a decentralized approach to establish cloud control systems by proposing a distributed point-to-point task routing method. A considerable number of tasks in the system will not rely on the central plane and will be directly routed to the target devices through the point-to-point routing method, which improves the horizontal scalability of the cloud control system. The point-to-point routing method directly gives a unique address to every task, making inter-task communication more efficient in a complex heterogeneous and busy cloud control systems. Finally, we experimentally demonstrate that the distributed point-to-point task routing approach is compatible against the state-of-the-art central systems in large-scale task situations.
| Original language | English |
|---|---|
| Pages (from-to) | 792-804 |
| Number of pages | 13 |
| Journal | Journal of Systems Engineering and Electronics |
| Volume | 33 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 1 Aug 2022 |
Keywords
- cloud control system
- cloud-edge-device cooperation
- task routing
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