On mobile edge caching

J Yao, T Han, N Ansari - IEEE Communications Surveys & …, 2019 - ieeexplore.ieee.org
With the widespread adoption of various mobile applications, the amount of traffic in wireless
networks is growing at an exponential rate, which exerts a great burden on mobile core …

Integration of networking, caching, and computing in wireless systems: A survey, some research issues, and challenges

C Wang, Y He, FR Yu, Q Chen… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Since the recently emerging mobile applications have posed significant demands not only
on high data rate but also on high caching and computing capabilities, the growth in …

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 …

Cooperative edge caching in user-centric clustered mobile networks

S Zhang, P He, K Suto, P Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With files proactively stored at base stations (BSs), mobile edge caching enables direct
content delivery without remote file fetching, which can reduce the end-to-end delay while …

Adaptive bitrate video caching and processing in mobile-edge computing networks

TX Tran, D Pompili - IEEE Transactions on Mobile Computing, 2018 - ieeexplore.ieee.org
Mobile-Edge Computing (MEC) is a promising paradigm that provides storage and
computation resources at the network edge in order to support low-latency and computation …

Collaborative data caching and computation offloading for multi-service mobile edge computing

H Feng, S Guo, L Yang, Y Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) can use wireless access network (RAN) to provide the
services required by user's information technology (IT) and cloud computing functions …

Learn to cache: Machine learning for network edge caching in the big data era

Z Chang, L Lei, Z Zhou, S Mao… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
The unprecedented growth of wireless data traffic not only challenges the design and
evolution of the wireless network architecture, but also brings about profound opportunities …

Echo state networks for proactive caching in cloud-based radio access networks with mobile users

M Chen, W Saad, C Yin… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, the problem of proactive caching is studied for cloud radio access networks
(CRANs). In the studied model, the baseband units (BBUs) can predict the content request …

QoE-driven mobile edge caching placement for adaptive video streaming

C Li, L Toni, J Zou, H Xiong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Caching at mobile edge servers can smooth temporal traffic variability and reduce the
service load of base stations in mobile video delivery. However, the assignment of multiple …

Toward concurrent video multicast orchestration for caching-assisted mobile networks

X Zhang, Y Wang, M Yang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Multicasting does not work well for video applications such as video on demand, where
individual users request video content at discrete and unpredictable moments. In this paper …