Design and Simulation of a Hybrid Architecture for Edge Computing in 5G and Beyond

@article{Rahimi2021DesignAS,
  title={Design and Simulation of a Hybrid Architecture for Edge Computing in 5G and Beyond},
  author={Hamed Rahimi and Yvan Picaud and Kamal Deep Singh and Giyyarpuram Madhusudan and Salvatore Costanzo and Olivier Boissier},
  journal={IEEE Transactions on Computers},
  year={2021},
  volume={70},
  pages={1213-1224}
}
Edge Computing in 5G and Beyond is a promising solution for ultra-low latency applications (e.g., Autonomous Vehicle, Augmented Reality, and Remote Surgery), which have an extraordinarily low tolerance for delay and require fast data processing for a very high volume of data. The requirements of delay-sensitive applications (e.g., Low latency, proximity, and Location/Context-awareness) cannot be satisfied by Cloud Computing due to the high latency between User Equipment and Cloud. Nevertheless… 

Figures and Tables from this paper

Modeling of a Generic Edge Computing Application Design

This work proposes to undertake two different kind of models, such as an algebraic models, with a process algebra called ACP and a coding model with a modeling language called Promela, which have been used to build models considering an edge infrastructure with a cloud backup.

Network Economics-enabled Edge Computing in UAV-assisted Public Safety Systems

This paper addresses the joint problem of agents to Unmanned Aerial Vehicles association and optimal partial task offloading is addressed based on the principles of reinforcement learning and contract theory, respectively, in public safety scenarios with a two-layers approach.

A Survey of State-of-the-Art on Edge Computing: theoretical Models, Technologies, Directions, and Development Paths

An in-depth survey is conducted by identifying and classifying the latest high-quality research results related to theoretical discoveries in edge computing, as well as edge convergence technologies that intersect with the frontiers of Information and Communication Technology (ICT).

References

SHOWING 1-10 OF 64 REFERENCES

Edge Computing in 5G: A Review

A taxonomy of edge computing in 5G is established, which gives an overview of existing state-of-the-art solutions of edge Computing in5G on the basis of objectives, computational platforms, attributes, 5G functions, performance measures, and roles.

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

This survey provides a holistic overview of MEC technology and its potential use cases and applications, and outlines up-to-date researches on the integration of M EC with the new technologies that will be deployed in 5G and beyond.

Edge computing: A survey

Hybrid Mobile Edge Computing: Unleashing the Full Potential of Edge Computing in Mobile Device Use Cases

A general architecture and framework is presented, which targets the mobile device use case of hybrid mobile edge computing, not only considering the improvement of performance and energy consumption, but also providing means to protect user privacy, sensitive data and computations.

Collaborative Mobile Edge Computing in 5G Networks: New Paradigms, Scenarios, and Challenges

A real-time, context-aware collaboration framework that lies at the edge of the RAN, comprising MEC servers and mobile devices, and amalgamates the heterogeneous resources at theedge is envisions.

A Survey on Mobile Edge Computing: The Communication Perspective

A comprehensive survey of the state-of-the-art MEC research with a focus on joint radio-and-computational resource management and recent standardization efforts on MEC are introduced.

A Survey of 5G Network: Architecture and Emerging Technologies

A general probable 5G cellular network architecture is proposed, which shows that D2D, small cell access points, network cloud, and the Internet of Things can be a part of 5G Cellular network architecture.

Edge computing technologies for Internet of Things: a primer

Mobile Edge Computing, Fog et al.: A Survey and Analysis of Security Threats and Challenges

A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing

The proposed strategies have demonstrated the excellent real-time, satisfaction degree (SD), and energy consumption performance of computing services in smart manufacturing with edge computing.
...