Federated learning for internet of things: Recent advances, taxonomy, and open challenges
The Internet of Things (IoT) will be ripe for the deployment of novel machine learning
algorithm for both network and application management. However, given the presence of …
algorithm for both network and application management. However, given the presence of …
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges
Cloud computing plays a critical role in modern society and enables a range of applications
from infrastructure to social media. Such system must cope with varying load and evolving …
from infrastructure to social media. Such system must cope with varying load and evolving …
6G networks: Beyond Shannon towards semantic and goal-oriented communications
EC Strinati, S Barbarossa - Computer Networks, 2021 - Elsevier
The goal of this paper is to promote the idea that including semantic and goal-oriented
aspects in future 6G networks can produce a significant leap forward in terms of system …
aspects in future 6G networks can produce a significant leap forward in terms of system …
A survey of multi-access edge computing in 5G and beyond: Fundamentals, technology integration, and state-of-the-art
Driven by the emergence of new compute-intensive applications and the vision of the
Internet of Things (IoT), it is foreseen that the emerging 5G network will face an …
Internet of Things (IoT), it is foreseen that the emerging 5G network will face an …
A survey on green 6G network: Architecture and technologies
T Huang, W Yang, J Wu, J Ma, X Zhang… - IEEE access, 2019 - ieeexplore.ieee.org
While 5G is being commercialized worldwide, research institutions around the world have
started to look beyond 5G and 6G is expected to evolve into green networks, which deliver …
started to look beyond 5G and 6G is expected to evolve into green networks, which deliver …
6G: The next frontier: From holographic messaging to artificial intelligence using subterahertz and visible light communication
EC Strinati, S Barbarossa… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
With its ability to provide a single platform enabling a variety of services, such as enhanced
mobile broadband communications, virtual reality, automated driving, and the Internet of …
mobile broadband communications, virtual reality, automated driving, and the Internet of …
6G enabled smart infrastructure for sustainable society: Opportunities, challenges, and research roadmap
The 5G wireless communication network is currently faced with the challenge of limited data
speed exacerbated by the proliferation of billions of data-intensive applications. To address …
speed exacerbated by the proliferation of billions of data-intensive applications. To address …
Edge computing in 5G: A review
5G is the next generation cellular network that aspires to achieve substantial improvement
on quality of service, such as higher throughput and lower latency. Edge computing is an …
on quality of service, such as higher throughput and lower latency. Edge computing is an …
Coded computing for low-latency federated learning over wireless edge networks
S Prakash, S Dhakal, MR Akdeniz… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Federated learning enables training a global model from data located at the client nodes,
without data sharing and moving client data to a centralized server. Performance of …
without data sharing and moving client data to a centralized server. Performance of …
DisCOV: distributed COVID-19 detection on X-ray images with edge-cloud collaboration
Currently, the world is experiencing the rapid spread of Coronavirus Disease 2019 (COVID-
19). Since the epidemic continues to take a devastating impact on the society, economy, and …
19). Since the epidemic continues to take a devastating impact on the society, economy, and …