A Resource Management Model for Real-time Edge System of Multiple Robots
Title | A Resource Management Model for Real-time Edge System of Multiple Robots |
Publication Type | Conference Paper |
Year of Publication | 2020 |
Authors | Hu, Z., Niu, J., Ren, T., Li, H., Rui, Y., Qiu, Y., Bai, L. |
Conference Name | 2020 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2020 6th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom) |
Date Published | Aug. 2020 |
Publisher | IEEE |
ISBN Number | 978-1-7281-6550-9 |
Keywords | authorisation, day industrial productions, edge computing, fault detection, fault location, hierarchical management, Human Behavior, human factors, industrial robots, isolation model, light-weight edge devices, lightweight edge device, mission-critical resource classification, multi-robot systems, multilevel security data isolation transmission, multiple robot arms, multiple robots, novel resource management model, operating systems (computers), policy-based governance, pubcrawl, real-time edge system, resilience, Resiliency, resource access control, resource allocation, resource isolation, resource security access control, resource security isolation protection, robot hardware modules, Robot Operating System, robot operating systems, security, security of data, software modules, telecommunication security |
Abstract | Industrial robots are playing an important role in now a day industrial productions. However, due to the increasing in robot hardware modules and the rapid expansion of software modules, the reliability of operating systems for industrial robots is facing severe challenges, especially for the light-weight edge computing platforms. Based on current technologies on resource security isolation protection and access control, a novel resource management model for real-time edge system of multiple robot arms is proposed on light-weight edge devices. This novel resource management model can achieve the following functions: mission-critical resource classification, resource security access control, and multi-level security data isolation transmission. We also propose a fault location and isolation model on each lightweight edge device, which ensures the reliability of the entire system. Experimental results show that the robot operating system can meet the requirements of hierarchical management and resource access control. Compared with the existing methods, the fault location and isolation model can effectively locate and deal with the faults generated by the system. |
URL | https://ieeexplore.ieee.org/document/9171005 |
DOI | 10.1109/CSCloud-EdgeCom49738.2020.00046 |
Citation Key | hu_resource_2020 |
- resource security access control
- policy-based governance
- pubcrawl
- real-time edge system
- resilience
- Resiliency
- resource access control
- resource allocation
- resource isolation
- operating systems (computers)
- resource security isolation protection
- robot hardware modules
- Robot Operating System
- robot operating systems
- security
- security of data
- software modules
- telecommunication security
- isolation model
- day industrial productions
- edge computing
- fault detection
- fault location
- hierarchical management
- Human behavior
- Human Factors
- industrial robots
- authorisation
- light-weight edge devices
- lightweight edge device
- mission-critical resource classification
- multi-robot systems
- multilevel security data isolation transmission
- multiple robot arms
- multiple robots
- novel resource management model