Video caching, analytics, and delivery at the wireless edge: A survey and future directions
Future wireless networks will provide high-bandwidth, low-latency, and ultra-reliable Internet
connectivity to meet the requirements of different applications, ranging from virtual reality to …
connectivity to meet the requirements of different applications, ranging from virtual reality to …
A survey on mobile edge networks: Convergence of computing, caching and communications
As the explosive growth of smart devices and the advent of many new applications, traffic
volume has been growing exponentially. The traditional centralized network architecture …
volume has been growing exponentially. The traditional centralized network architecture …
A crowdsourcing framework for on-device federated learning
Federated learning (FL) rests on the notion of training a global model in a decentralized
manner. Under this setting, mobile devices perform computations on their local data before …
manner. Under this setting, mobile devices perform computations on their local data before …
Mobility-aware edge caching and computing in vehicle networks: A deep reinforcement learning
RQ Hu - IEEE Transactions on Vehicular Technology, 2018 - ieeexplore.ieee.org
This paper studies the joint communication, caching and computing design problem for
achieving the operational excellence and the cost efficiency of the vehicular networks …
achieving the operational excellence and the cost efficiency of the vehicular networks …
Joint optimization of caching, computing, and radio resources for fog-enabled IoT using natural actor–critic deep reinforcement learning
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 …
backhaul bandwidth requirement, the technology of fog computing and caching has …
Joint resource and trajectory optimization for security in UAV-assisted MEC systems
Unmanned aerial vehicle (UAV) has been widely applied in internet-of-things (IoT)
scenarios while the security for UAV communications remains a challenging problem due to …
scenarios while the security for UAV communications remains a challenging problem due to …
LVBS: Lightweight vehicular blockchain for secure data sharing in disaster rescue
In disaster areas, a large amount of data (eg, rescue commands, road damage, and rescue
experience) should be delivered among ground rescuing vehicles for safe driving and …
experience) should be delivered among ground rescuing vehicles for safe driving and …
Green and mobility-aware caching in 5G networks
With the drastic increase of mobile devices, there are more and more mobile traffic and
repeated requests for content. In 5G networks, small cell base stations (SBSs) caching and …
repeated requests for content. In 5G networks, small cell base stations (SBSs) caching and …
Resource allocation for information-centric virtualized heterogeneous networks with in-network caching and mobile edge computing
In order to better accommodate the dramatically increasing demand for data caching and
computing services, storage and computation capabilities should be endowed to some of …
computing services, storage and computation capabilities should be endowed to some of …
Game theory and reinforcement learning based secure edge caching in mobile social networks
Edge caching has become one of promising technologies in mobile social networks (MSNs)
to proximally provide popular contents for mobile users. However, since caching contents …
to proximally provide popular contents for mobile users. However, since caching contents …