Edge intelligence: Architectures, challenges, and applications
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis in locations close to where data is captured based on …
caching, processing, and analysis in locations close to where data is captured based on …
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 …
Living on the edge: The role of proactive caching in 5G wireless networks
This article explores one of the key enablers of beyond 4G wireless networks leveraging
small cell network deployments, proactive caching. Endowed with predictive capabilities and …
small cell network deployments, proactive caching. Endowed with predictive capabilities and …
Cache-enabled small cell networks: Modeling and tradeoffs
We consider a network model where small base stations (SBSs) have caching capabilities
as a means to alleviate the backhaul load and satisfy users' demand. The SBSs are …
as a means to alleviate the backhaul load and satisfy users' demand. The SBSs are …
Wireless content caching for small cell and D2D networks
M Gregori, J Gómez-Vilardebó… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
The fifth generation wireless networks must provide fast and reliable connectivity while
coping with the ongoing traffic growth. It is of paramount importance that the required …
coping with the ongoing traffic growth. It is of paramount importance that the required …
Exploiting caching and multicast for 5G wireless networks
The landscape toward 5G wireless communication is currently unclear, and, despite the
efforts of academia and industry in evolving traditional cellular networks, the enabling …
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 …
overwhelmed network operators. Local caching of popular content items at the small cell …
Energy efficiency of downlink networks with caching at base stations
D Liu, C Yang - IEEE Journal on Selected Areas in …, 2016 - ieeexplore.ieee.org
Caching popular contents at base stations (BSs) can reduce the backhaul cost and improve
the network throughput. Yet whether locally caching at the BSs can improve the energy …
the network throughput. Yet whether locally caching at the BSs can improve the energy …
Learning-based content caching and sharing for wireless networks
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 …
by reducing network traffic and alleviating server bottleneck. However, in practice, the …
Big data meets telcos: A proactive caching perspective
Mobile cellular networks are becoming increasingly complex to manage while classical
deployment/optimization techniques and current solutions (ie, cell densification, acquiring …
deployment/optimization techniques and current solutions (ie, cell densification, acquiring …