Machine learning meets computation and communication control in evolving edge and cloud: Challenges and future perspective
Mobile Edge Computing (MEC) is considered an essential future service for the
implementation of 5G networks and the Internet of Things, as it is the best method of …
implementation of 5G networks and the Internet of Things, as it is the best method of …
HetMEC: Heterogeneous multi-layer mobile edge computing in the 6 G era
Driven by an increasing number of mobile applications, mobile edge computing (MEC) has
been considered as a promising candidate to support the huge amount of data processing …
been considered as a promising candidate to support the huge amount of data processing …
[PDF][PDF] Mobile edge computing: Survey and research outlook
Driven by the visions of Internet of Things and 5G communications, recent years have seen
a paradigm shift in mobile computing, from the centralized Mobile Cloud Computing towards …
a paradigm shift in mobile computing, from the centralized Mobile Cloud Computing towards …
A survey on mobile edge computing: The communication perspective
Driven by the visions of Internet of Things and 5G communications, recent years have seen
a paradigm shift in mobile computing, from the centralized mobile cloud computing toward …
a paradigm shift in mobile computing, from the centralized mobile cloud computing toward …
[PDF][PDF] EdgeAI: A vision for distributed, edge-native artificial intelligence in future 6G networks
Edge computing, a key part of the upcoming 5G mobile networks and future 6G
technologies, promises to distribute cloud applications while providing more bandwidth and …
technologies, promises to distribute cloud applications while providing more bandwidth and …
Wireless network intelligence at the edge
Fueled by the availability of more data and computing power, recent breakthroughs in cloud-
based machine learning (ML) have transformed every aspect of our lives from face …
based machine learning (ML) have transformed every aspect of our lives from face …
Mobile edge computing towards 5G: Vision, recent progress, and open challenges
Y Yu - China Communications, 2016 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) is an emerging technology in 5G era which enables the
provision of the cloud and IT services within the close proximity of mobile subscribers. It …
provision of the cloud and IT services within the close proximity of mobile subscribers. It …
Wireless edge machine learning: Resource allocation and trade-offs
The aim of this paper is to propose a resource allocation strategy for dynamic training and
inference of machine learning tasks at the edge of the wireless network, with the goal of …
inference of machine learning tasks at the edge of the wireless network, with the goal of …
On multi-access edge computing: A survey of the emerging 5G network edge cloud architecture and orchestration
Multi-access edge computing (MEC) is an emerging ecosystem, which aims at converging
telecommunication and IT services, providing a cloud computing platform at the edge of the …
telecommunication and IT services, providing a cloud computing platform at the edge of the …
Deep learning at the mobile edge: Opportunities for 5G networks
M McClellan, C Cervelló-Pastor, S Sallent - Applied Sciences, 2020 - mdpi.com
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing,
storage, and analysis closer to the end user. The increased speeds and reduced delay …
storage, and analysis closer to the end user. The increased speeds and reduced delay …