A survey of caching policies and forwarding mechanisms in information-centric networking

A Ioannou, S Weber - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
Information-centric networking (ICN), an alternative to the host-centric model of the current
Internet infrastructure, focuses on the distribution and retrieval of content instead of the …

Recent advances in mobile edge computing and content caching

S Safavat, NN Sapavath, DB Rawat - Digital Communications and …, 2020 - Elsevier
The demand for digital media services is increasing as the number of wireless subscriptions
is growing exponentially. In order to meet this growing need, mobile wireless networks have …

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 …

{AdaptSize}: Orchestrating the Hot Object Memory Cache in a Content Delivery Network

DS Berger, RK Sitaraman… - 14th USENIX Symposium …, 2017 - usenix.org
Most major content providers use content delivery networks (CDNs) to serve web and video
content to their users. A CDN is a large distributed system of servers that caches and …

Deepcache: A deep learning based framework for content caching

A Narayanan, S Verma, E Ramadan, P Babaie… - Proceedings of the …, 2018 - dl.acm.org
In this paper, we present DEEPCACHE a novel Framework for content caching, which can
significantly boost cache performance. Our Framework is based on powerful deep recurrent …

Understanding optimal caching and opportunistic caching at" the edge" of information-centric networks

A Dabirmoghaddam, MM Barijough… - Proceedings of the 1st …, 2014 - dl.acm.org
A formal framework is presented for the characterization of cache allocation models in
Information-Centric Networks (ICN). The framework is used to compare the performance of …

Efficient federated DRL-based cooperative caching for mobile edge networks

A Tian, B Feng, H Zhou, Y Huang… - … on Network and …, 2022 - ieeexplore.ieee.org
Edge caching has been regarded as a promising technique for low-latency, high-rate data
delivery in future networks, and there is an increasing interest to leverage Machine Learning …

Recent advances of edge cache in radio access networks for internet of things: techniques, performances, and challenges

Z Piao, M Peng, Y Liu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The edge cache is an effective way to reduce the heavy traffic load and the end-to-end
latency in radio access networks (RANs) for supporting a number of critical Internet of Things …

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 …

Modeling and analysis of a shared edge caching system for connected cars and industrial IoT-based applications

RWL Coutinho, A Boukerche - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
The next revolution of industrial applications, known as smart industry or Industry 4.0, will
rely on Internet of Things (IoT) to automate the monitoring, inspection, and control of …