A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
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 …
as much as possible. This paradigm made modern solutions, such as recommendation …
Online collaborative data caching in edge computing
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 …
highly accessible computing and storage resources to nearby app users. From the app …
The role of caching in future communication systems and networks
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 …
an exciting research topic for the future communication systems and networks. Caching has …
Hybrid content caching in 5G wireless networks: Cloud versus edge caching
Most existing content caching designs require accurate estimation of content popularity,
which can be challenging in the dynamic mobile network environment. Moreover, emerging …
which can be challenging in the dynamic mobile network environment. Moreover, emerging …
Jointly optimal routing and caching for arbitrary network topologies
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 …
jointly optimizing caching and routing decisions over an arbitrary network topology. We …
Stochastic content-centric multicast scheduling for cache-enabled heterogeneous cellular networks
Caching at small base stations (SBSs) has demonstrated significant benefits in alleviating
the backhaul requirement in heterogeneous cellular networks (HetNets). While many …
the backhaul requirement in heterogeneous cellular networks (HetNets). While many …
Analysis and optimization of caching and multicasting in large-scale cache-enabled wireless networks
Caching and multicasting at base stations are two promising approaches to supporting
massive content delivery over wireless networks. However, existing analysis and designs do …
massive content delivery over wireless networks. However, existing analysis and designs do …
Optimal dynamic multicast scheduling for cache-enabled content-centric wireless networks
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 …
content delivery over wireless networks. However, existing scheduling designs do not fully …
Cache optimization models and algorithms
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 …
purpose of improving performance. This deceptively simple idea has given rise to some of …
An optimal auction mechanism for mobile edge caching
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) …
promising paradigm to support mobile traffic recently, in which the service providers (SPs) …