Fog computing in enabling 5G-driven emerging technologies for development of sustainable smart city infrastructures
The usage of 5G-enabled IoT devices is rising exponentially as humans tend to shift towards
a more automated lifestyle. A significant amount of IoT devices is expected to join the …
a more automated lifestyle. A significant amount of IoT devices is expected to join the …
An edge communication based probabilistic caching for transient content distribution in vehicular networks
Abstract Vehicular Content Networks (VCNs) represent key empowering solution for content
distribution in fully distributed manner for vehicular infotainment applications. In VCN, both …
distribution in fully distributed manner for vehicular infotainment applications. In VCN, both …
A fog caching scheme enabled by ICN for IoT environments
The rapid growth in computation and processing power of end-user devices has transitioned
network functionalities from the core network to the Fog, thus, reducing response times and …
network functionalities from the core network to the Fog, thus, reducing response times and …
Reinforcement learning for dynamic dimensioning of cloud caches: A restless bandit approach
We study the dynamic cache dimensioning problem, where the objective is to decide how
much storage to place in the cache to minimize the total costs with respect to the storage and …
much storage to place in the cache to minimize the total costs with respect to the storage and …
DR-cache: Distributed resilient caching with latency guarantees
The dominant application in today's Internet is content streaming, which is increasingly
relying on caches to meet the stringent conditions on the latency between content servers …
relying on caches to meet the stringent conditions on the latency between content servers …
Learning from optimal caching for content delivery
Content delivery networks (CDNs) distribute much of today's Internet traffic by caching and
serving users' contents requested. A major goal of a CDN is to improve hit probabilities of its …
serving users' contents requested. A major goal of a CDN is to improve hit probabilities of its …
CPRL: Change point detection and reinforcement learning to optimize cache placement strategies
Placing selected content at the edge of the network close to the users, known as caching, is
an important technique to improve the efficiency of content delivery in wireless networks. In …
an important technique to improve the efficiency of content delivery in wireless networks. In …
RL-Bélády: A unified learning framework for content caching
Content streaming is the dominant application in today's Internet, which is typically
distributed via content delivery networks (CDNs). CDNs usually use caching as a means to …
distributed via content delivery networks (CDNs). CDNs usually use caching as a means to …
Towards latency awareness for content delivery network caching
Caches are pervasively used in content delivery networks (CDNs) to serve requests close to
users and thus reduce content access latency. However, designing latency-optimal caches …
users and thus reduce content access latency. However, designing latency-optimal caches …
Optimizing caching in a C-RAN with a hybrid millimeter-wave/microwave fronthaul link via dynamic programming
J Rostampoor, RS Adve - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Placing selected content at the edge of the network close to the users, known as caching,
can lower network latency and congestion in the fronthaul link. Unlike most works that …
can lower network latency and congestion in the fronthaul link. Unlike most works that …