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 …

Video caching, analytics, and delivery at the wireless edge: A survey and future directions

B Jedari, G Premsankar, G Illahi… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
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 …

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 …

Optimal and scalable caching for 5G using reinforcement learning of space-time popularities

A Sadeghi, F Sheikholeslami… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Small basestations (SBs) equipped with caching units have potential to handle the
unprecedented demand growth in heterogeneous networks. Through low-rate, backhaul …

Optimal geographic caching in cellular networks

B Blaszczyszyn, A Giovanidis - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
In this work we consider the problem of an optimal geographic placement of content in
wireless cellular networks modelled by Poisson point processes. Specifically, for the typical …

A multi-user mobile computation offloading and transmission scheduling mechanism for delay-sensitive applications

C Yi, J Cai, Z Su - IEEE Transactions on Mobile Computing, 2019 - ieeexplore.ieee.org
In this paper, a mobile edge computing framework with multi-user computation offloading
and transmission scheduling for delay-sensitive applications is studied. In the considered …

Exploiting caching and multicast for 5G wireless networks

K Poularakis, G Iosifidis, V Sourlas… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The landscape toward 5G wireless communication is currently unclear, and, despite the
efforts of academia and industry in evolving traditional cellular networks, the enabling …

Approximation algorithms for mobile data caching in small cell networks

K Poularakis, G Iosifidis… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Small cells constitute a promising solution for managing the mobile data growth that has
overwhelmed network operators. Local caching of popular content items at the small cell …

Learning-based content caching and sharing for wireless networks

J Song, M Sheng, TQS Quek, C Xu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Content caching at base stations (BSs) is a promising technique for future wireless networks
by reducing network traffic and alleviating server bottleneck. However, in practice, the …

Hybrid content caching in 5G wireless networks: Cloud versus edge caching

J Kwak, Y Kim, LB Le, S Chong - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Most existing content caching designs require accurate estimation of content popularity,
which can be challenging in the dynamic mobile network environment. Moreover, emerging …