Combining federated learning and edge computing toward ubiquitous intelligence in 6G network: Challenges, recent advances, and future directions
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …
A survey on intent-based networking
Current and future network services and applications are expected to revolutionize our
society and lifestyle. At the same time, the abundant possibilities that new network …
society and lifestyle. At the same time, the abundant possibilities that new network …
6G and beyond: The future of wireless communications systems
6G and beyond will fulfill the requirements of a fully connected world and provide ubiquitous
wireless connectivity for all. Transformative solutions are expected to drive the surge for …
wireless connectivity for all. Transformative solutions are expected to drive the surge for …
[HTML][HTML] 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges
The increasing consumption of multimedia services and the demand of high-quality services
from customers has triggered a fundamental change in how we administer networks in terms …
from customers has triggered a fundamental change in how we administer networks in terms …
Advancing sdn from openflow to p4: A survey
Software-defined Networking (SDN) marked the beginning of a new era in the field of
networking by decoupling the control and forwarding processes through the OpenFlow …
networking by decoupling the control and forwarding processes through the OpenFlow …
A survey on in-network computing: Programmable data plane and technology specific applications
In comparison with cloud computing, edge computing offers processing at locations closer to
end devices and reduces the user experienced latency. The new recent paradigm of in …
end devices and reduces the user experienced latency. The new recent paradigm of in …
Empowering the 6G cellular architecture with open RAN
Innovation and standardization in 5G have brought advancements to every facet of the
cellular architecture. This ranges from the introduction of new frequency bands and …
cellular architecture. This ranges from the introduction of new frequency bands and …
Scaling distributed machine learning with {In-Network} aggregation
Training machine learning models in parallel is an increasingly important workload. We
accelerate distributed parallel training by designing a communication primitive that uses a …
accelerate distributed parallel training by designing a communication primitive that uses a …
Complementing IoT services through software defined networking and edge computing: A comprehensive survey
Millions of sensors continuously produce and transmit data to control real-world
infrastructures using complex networks in the Internet of Things (IoT). However, IoT devices …
infrastructures using complex networks in the Internet of Things (IoT). However, IoT devices …
Open, programmable, and virtualized 5G networks: State-of-the-art and the road ahead
Fifth generation (5G) cellular networks will serve a wide variety of heterogeneous use cases,
including mobile broadband users, ultra-low latency services and massively dense …
including mobile broadband users, ultra-low latency services and massively dense …