Joint optimization of caching, computing, and radio resources for fog-enabled IoT using natural actor–critic deep reinforcement learning

Y Wei, FR Yu, M Song, Z Han - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
The cloud-based Internet of Things (IoT) develops rapidly but suffer from large latency and
backhaul bandwidth requirement, the technology of fog computing and caching has …

A survey on applications of cache-aided NOMA

D Bepari, S Mondal, A Chandra… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Contrary to orthogonal multiple-access (OMA), non-orthogonal multiple-access (NOMA)
schemes can serve a pool of users without exploiting the scarce frequency or time domain …

Adding transmitters dramatically boosts coded-caching gains for finite file sizes

E Lampiris, P Elia - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
In the context of coded caching in the K-user broadcast channel, our work reveals the
surprising fact that having multiple (L) transmitting antennas, dramatically ameliorates the …

Fundamental limits of coded caching with multiple antennas, shared caches and uncoded prefetching

E Parrinello, A Ünsal, P Elia - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
The work explores the fundamental limits of coded caching in the setting where a transmitter
with potentially multiple (N 0) antennas serves different users that are assisted by a smaller …

Fog-aided wireless networks for content delivery: Fundamental latency tradeoffs

A Sengupta, R Tandon… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
A fog-aided wireless network architecture is studied in which edge nodes (ENs), such as
base stations, are connected to a cloud processor via dedicated fronthaul links while also …

NOMA assisted wireless caching: Strategies and performance analysis

Z Ding, P Fan, GK Karagiannidis… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Conventional wireless caching assumes that content can be pushed to local caching
infrastructure during off-peak hours in an error-free manner; however, this assumption is not …

Resource allocation for delay-sensitive vehicle-to-multi-edges (V2Es) communications in vehicular networks: A multi-agent deep reinforcement learning approach

J Wu, J Wang, Q Chen, Z Yuan, P Zhou… - … on Network Science …, 2021 - ieeexplore.ieee.org
The rapid development of internet of vehicles (IoV) has recently led to the emergence of
diverse intelligent vehicular applications such as automatic driving, auto navigation, and …

Multi-antenna interference management for coded caching

A Tölli, SP Shariatpanahi, J Kaleva… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
A multi-antenna broadcast channel scenario is considered where a base station delivers
contents to cache-enabled user terminals. A joint design of coded caching (CC) and …

Enhancing next-generation extended reality applications with coded caching

M Salehi, K Hooli, J Hulkkonen… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
The next evolutionary step in human-computer interfaces will bring forward immersive digital
experiences that submerge users in a 3D world while allowing them to interact with virtual or …

Resolving the feedback bottleneck of multi-antenna coded caching

E Lampiris, A Bazco-Nogueras… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Multi-antenna cache-aided wireless networks were thought to suffer from a severe feedback
bottleneck, since achieving the maximal Degrees-of-Freedom (DoF) performance required …