Mobile Networks and Applications

Mobile Networks and Applications OnlineFirst articles

14-05-2022

Towards An FPGA-targeted Hardware/Software Co-design Framework for CNN-based Edge Computing

In recent years, AI-based applications have been used more frequently in many different areas. More and more convolutional neural network models for AI applications have been proposed to improve accuracy compared to other methods like pattern …

12-05-2022

Predicting Hypertension Based on Machine Learning Methods: A Case Study in Northwest Vietnam

Hypertension is a major risk factor for cardiovascular diseases (CVD). Identifying the persons at these high risks plays an important role because it would save time and money before using any complex, invasive and/or expensive diagnostic methods.

10-05-2022

Deep Reinforcement Learning for Load Balancing of Edge Servers in IoV

In recent years, the use of edge computing to solve the problem of limited resources in the IoV has attracted more and more attention. Vehicles can upload tasks to the edge servers within their radio range for computing cooperation and offloading.

09-05-2022

Verification of RabbitMQ with Kerberos Using Timed Automata

RabbitMQ, an implementation of Advanced Message Queuing Protocol (AMQP), is a very popular message middleware. It supports concurrency, guarantees sequential consistency, and enables independent applications and services to communicate.

08-05-2022

Robust and Cost-effective Resource Allocation for Complex IoT Applications in Edge-Cloud Collaboration

The rapid increasing of the Internet-of-Things (IoT) applications make it convenient to sense and collect real-world information in our daily life. To ensure the performance of these IoT applications, researchers established an edge-cloud …