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 …

Optimized content caching and user association for edge computing in densely deployed heterogeneous networks

Y Li, H Ma, L Wang, S Mao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deploying small cell base stations (SBS) under the coverage area of a macro base station
(MBS), and caching popular contents at the SBSs in advance, are effective means to provide …

The role of caching in future communication systems and networks

GS Paschos, G Iosifidis, M Tao… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
This paper has the following ambitious goal: to convince the reader that content caching is
an exciting research topic for the future communication systems and networks. Caching has …

Novel dynamic source routing protocol (DSR) based on genetic algorithm‐bacterial foraging optimization (GA‐BFO)

D Zhang, S Liu, X Liu, T Zhang… - International Journal of …, 2018 - Wiley Online Library
The goal of mobile ad hoc network (MANET) routing protocol is to establish a correct and
effective route with minimal control overhead and bandwidth consumption. Dynamic source …

Twin-timescale artificial intelligence aided mobility-aware edge caching and computing in vehicular networks

RQ Hu, L Hanzo - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
In this paper, we propose a joint communication, caching and computing strategy for
achieving cost efficiency in vehicular networks. In particular, the resource allocation policy is …

The design of dynamic probabilistic caching with time-varying content popularity

J Gao, S Zhang, L Zhao, X Shen - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
In this paper, we design dynamic probabilistic caching for the scenario when the
instantaneous content popularity may vary with time while it is possible to predict the …

Edge caching enhancement for industrial internet: A recommendation-aided approach

Z Li, X Gao, Q Li, J Guo, B Yang - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Edge caching enables low-delay and high-quality data services for the Industrial Internet.
However, traditional popularity-based edge caching ignores the diversity and evolution of …

Optimization and Analysis of Probabilistic Caching in -Tier Heterogeneous Networks

K Li, C Yang, Z Chen, M Tao - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
In this paper, we study the probabilistic caching for an N-tier wireless heterogeneous
network (HetNet) using stochastic geometry. A general and tractable expression of the …

An overview of on-demand deployment optimization of small cells

HR Chi, A Radwan - IEEE Network, 2020 - ieeexplore.ieee.org
On-demand deployment (OdD) of Small Cells (SC) achieves dynamic response to varying
environment, offering high Quality of Service (QoS), supporting the promise of 5G with …

Modeling, analysis, and optimization of coded caching in small-cell networks

X Xu, M Tao - IEEE Transactions on Communications, 2017 - ieeexplore.ieee.org
Coded caching is able to exploit accumulated cache size and hence superior to uncoded
caching by distributing different fractions of a file in different nodes. This paper investigates …