The employment of multi-access edge computing (MEC) promotes the emergence novel computation-intensive and time-sensitive applications at network edge. Resource-limited devices can offload their tasks to servers, thereby avoiding heavy loads reducing energy consumption. However, servers are usually embedded in fixed access points (APs) or base stations (BSs) traditional MEC, which make it diffi...

Multi-Access Edge Computing (MEC) is one of the emerging key technologies in Fifth Generation (5G) Mobile Networks, providing reduced end-to-end latency for applications and load transport network. This paper about user privacy MEC within 5G. We consider a basic usage scenario, where accesses an application hosted platform via radio access network Network Operator (MNO). First, we create system...

The growing interest in intelligent services and privacy protection for mobile devices has given rise to the widespread application of federated learning Multi-access Edge Computing (MEC). Diverse user behaviors call personalized with heterogeneous Machine Learning (ML) models on different devices. Federated Multi-task (FMTL) is proposed train related but ML devices, whereas previous works suff...

The fifth generation (5G) system architecture is defined as service-based and the core network functions are described as sets of services accessible through application programming interfaces (API). One of the components of 5G is Multi-access Edge Computing (MEC) which provides the open access to radio network functions through API. Using the mobile edge API third party analytics applications ...

In this work, the integration of multi-access edge computing (MEC) with wireless power transfer (WPT) and slotted-ALOHA (SA) is investigated. All aforementioned technologies are considered key enablers for future Internet Things networks, therefore, their interaction great significance. To that end, an energy efficient medium access protocol designed, where each powered device (WPD) harvests in...

Multi-access edge computing (MEC) is an emerging technology of 5G that brings cloud benefits closer to the user. The current specifications MEC describe connectivity mobile users and host, but they have issues with application-level security privacy. We consider how provide secure privacy-preserving communication channels between a user application in non-roaming case. It includes protocols for...