Abstract:
This paper provides a real-time fog computing model based on a microservice architecture that enables testing and modeling of eventual implementations of ultra-reliable l...Show MoreMetadata
Abstract:
This paper provides a real-time fog computing model based on a microservice architecture that enables testing and modeling of eventual implementations of ultra-reliable low-latency communications (uRLLC) services. The work provides fog-based architecture for sixth-generation cellular (6G) applications, including telepresence and uRLLC. A testbed of a robot swarm was developed to prototype the proposed network architecture. Computing tasks are offloaded and handled based on a proposed microservice scheme introduced to meet the 6G requirements. Furthermore, we developed a novel migration scheme for the proposed architecture to support the mobility of end devices. The optimum server for migrating computing tasks is allocated by solving a proposed optimization problem using particle swarm optimization (PSO). All proposed algorithms were implemented in the developed prototype. The proposed work is introduced to provide an architectural foundation for testing fog-based 6G applications and services and to implement and test novel network methods in the future.
Date of Conference: 04-07 February 2024
Date Added to IEEE Xplore: 25 March 2024
ISBN Information:
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- IEEE Keywords
- Index Terms
- 6G Applications ,
- Optimization Problem ,
- Particle Swarm Optimization ,
- Future Methods ,
- Migration Strategies ,
- End Devices ,
- Swarm Robotics ,
- Microservices ,
- Ultra-reliable Low-latency Communications ,
- Fog Computing ,
- Objective Function ,
- Communication Network ,
- Fault-tolerant ,
- Position In Space ,
- Robotic Arm ,
- Edge Computing ,
- Load Balancing ,
- Service Function ,
- Raspberry Pi ,
- Containerized ,
- Virtual Network Functions ,
- Service Architecture ,
- Disk Storage ,
- Outer Sphere ,
- 6G Networks ,
- Edge Segmentation ,
- Master Node ,
- Fog Nodes ,
- Wide Area Network
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- 6G Applications ,
- Optimization Problem ,
- Particle Swarm Optimization ,
- Future Methods ,
- Migration Strategies ,
- End Devices ,
- Swarm Robotics ,
- Microservices ,
- Ultra-reliable Low-latency Communications ,
- Fog Computing ,
- Objective Function ,
- Communication Network ,
- Fault-tolerant ,
- Position In Space ,
- Robotic Arm ,
- Edge Computing ,
- Load Balancing ,
- Service Function ,
- Raspberry Pi ,
- Containerized ,
- Virtual Network Functions ,
- Service Architecture ,
- Disk Storage ,
- Outer Sphere ,
- 6G Networks ,
- Edge Segmentation ,
- Master Node ,
- Fog Nodes ,
- Wide Area Network
- Author Keywords