A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques

N Bui, M Cesana, SA Hosseini, Q Liao… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …

Online collaborative data caching in edge computing

X **a, F Chen, Q He, J Grundy… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the edge computing (EC) environment, edge servers are deployed at base stations to offer
highly accessible computing and storage resources to nearby app users. From the app …

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 …

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 …

Jointly optimal routing and caching for arbitrary network topologies

S Ioannidis, E Yeh - Proceedings of the 4th ACM Conference on …, 2017 - dl.acm.org
We study a problem of fundamental importance to ICNs, namely, minimizing routing costs by
jointly optimizing caching and routing decisions over an arbitrary network topology. We …

Stochastic content-centric multicast scheduling for cache-enabled heterogeneous cellular networks

B Zhou, Y Cui, M Tao - Proceedings of the 1st Workshop on Content …, 2016 - dl.acm.org
Caching at small base stations (SBSs) has demonstrated significant benefits in alleviating
the backhaul requirement in heterogeneous cellular networks (HetNets). While many …

Analysis and optimization of caching and multicasting in large-scale cache-enabled wireless networks

Y Cui, D Jiang, Y Wu - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Caching and multicasting at base stations are two promising approaches to supporting
massive content delivery over wireless networks. However, existing analysis and designs do …

Optimal dynamic multicast scheduling for cache-enabled content-centric wireless networks

B Zhou, Y Cui, M Tao - IEEE Transactions on Communications, 2017 - ieeexplore.ieee.org
Caching and multicasting at base stations are two promising approaches to support massive
content delivery over wireless networks. However, existing scheduling designs do not fully …

Cache optimization models and algorithms

G Paschos, G Iosifidis, G Caire - Foundations and Trends® in …, 2020 - nowpublishers.com
Caching refers to the act of replicating information at a faster (or closer) medium with the
purpose of improving performance. This deceptively simple idea has given rise to some of …

An optimal auction mechanism for mobile edge caching

X Cao, J Zhang, HV Poor - 2018 IEEE 38th International …, 2018 - ieeexplore.ieee.org
With the explosive growth of wireless data, mobile edge caching has emerged as a
promising paradigm to support mobile traffic recently, in which the service providers (SPs) …