Latency-Aware Offloading for Mobile Edge Computing Networks

Article Engineering, Electrical & Electronic

Collaborative offloading for UAV-enabled time-sensitive MEC networks

Wen-Tao Li et al.

Summary: The use of unmanned aerial vehicles (UAVs) as aerial mobile edge computing (MEC) nodes has been shown to help IoT devices reduce computation and data collection burdens, extending their operating life. However, IoT devices can only request help from UAVs for computing or caching, and collaborative offloading services are rarely discussed. Additionally, IoT devices have multiple independent tasks, making collaborative offloading policy design even more challenging.

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2021)

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Article Engineering, Electrical & Electronic

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

Changyang She et al.

Summary: This tutorial discusses the development of URLLCs in future 6G networks using deep learning algorithms and highlights the inadequacy of current mobile communication systems in meeting URLLCs requirements. It introduces the integration of domain knowledge into deep learning algorithms and suggests future research directions.

PROCEEDINGS OF THE IEEE (2021)

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Article Computer Science, Hardware & Architecture

Wireless edge caching based on content similarity in dynamic environments

Xianglin Wei et al.

Summary: Edge caching is a promising technology for data-intensive and latency-sensitive applications on the eve of large-scale commercial operation of 5G. The Similarity-Aware Popularity-based Caching (SAPoC) algorithm utilizes content similarity to improve the performance of wireless edge caching in dynamic scenarios, outperforming typical proposals in cache hit ratio and energy consumption.

JOURNAL OF SYSTEMS ARCHITECTURE (2021)

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Article Computer Science, Information Systems

Toward Enabled Industrial Verticals in 5G: A Survey on MEC-Based Approaches to Provisioning and Flexibility

Francesco Spinelli et al.

Summary: The increasing number of diverse devices connected to the internet and the strict requirements of 5G have posed new challenges for network infrastructure design. In order to meet the secure, low latency, and reliable communication needs of industrial verticals, computing resources must be moved closer to the edge of the network. Standardizing MEC and efficiently allocating resources will be key to future development.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2021)

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Article Engineering, Electrical & Electronic