Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems
The communication and networking field is hungry for machine learning decision-making
solutions to replace the traditional model-driven approaches that proved to be not rich …
solutions to replace the traditional model-driven approaches that proved to be not rich …
A comprehensive survey on radio resource management in 5G HetNets: Current solutions, future trends and open issues
The 5G network technologies are intended to accommodate innovative services with a large
influx of data traffic with lower energy consumption and increased quality of service and user …
influx of data traffic with lower energy consumption and increased quality of service and user …
User association in 5G networks: A survey and an outlook
The fifth generation (5G) mobile networks are envisioned to support the deluge of data traffic
with reduced energy consumption and improved quality of service (QoS) provision. To this …
with reduced energy consumption and improved quality of service (QoS) provision. To this …
Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey
For more than three decades, stochastic geometry has been used to model large-scale ad
hoc wireless networks, and it has succeeded to develop tractable models to characterize …
hoc wireless networks, and it has succeeded to develop tractable models to characterize …
Resource allocation for underlay cognitive radio networks: A survey
M El Tanab, W Hamouda - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
For conventional wireless networks, the main target of resource allocation (RA) is to
efficiently utilize the available resources. Generally, there are no changes in the available …
efficiently utilize the available resources. Generally, there are no changes in the available …
Game theory for multi-access edge computing: Survey, use cases, and future trends
J Moura, D Hutchison - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Game theory (GT) has been used with significant success to formulate, and either design or
optimize, the operation of many representative communications and networking scenarios …
optimize, the operation of many representative communications and networking scenarios …
Decision-theoretic distributed channel selection for opportunistic spectrum access: Strategies, challenges and solutions
Opportunistic spectrum access (OSA) has been regarded as the most promising approach to
solve the paradox between spectrum scarcity and waste. Intelligent decision making is key …
solve the paradox between spectrum scarcity and waste. Intelligent decision making is key …
Handover management in 5G and beyond: A topology aware skipping approach
Network densification is foreseen as a potential solution to fulfill the 5G spectral efficiency
requirements. The spectral efficiency is improved by shrinking base stations'(BSs) footprints …
requirements. The spectral efficiency is improved by shrinking base stations'(BSs) footprints …
[HTML][HTML] Resource allocation in multi-access edge computing for 5G-and-beyond networks
Innovative services with strict requirements are expected in the fifth generation (5G) of
mobile networks and beyond. For example, the Ultra-Reliable Low-Latency Communication …
mobile networks and beyond. For example, the Ultra-Reliable Low-Latency Communication …
Interference-aware game-theoretic device allocation for mobile edge computing
Mobile edge computing (MEC), as an emerging and prospective mobile computing
paradigm, allows a content provider to serve its users by allocating their mobile devices to …
paradigm, allows a content provider to serve its users by allocating their mobile devices to …