Is there a case for mobile phone content pre-staging?

A Finamore, M Mellia, Z Gilani… - Proceedings of the …, 2013 - dl.acm.org
Content caching is a fundamental building block of the Internet. Caches are widely deployed
at network edges to improve performance for end-users, and to reduce load on web servers …

Trend-aware video caching through online learning

S Li, J Xu, M van der Schaar… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper presents Trend-Caching, a novel cache replacement method that optimizes
cache performance according to the trends of video content. Trend-Caching explicitly learns …

Show me the cache: Optimizing cache-friendly recommendations for sequential content access

T Giannakas, P Sermpezis… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
Caching has been successfully applied in wired networks, in the context of Content
Distribution Networks (CDNs), and is quickly gaining ground for wireless systems. Storing …

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 …

Deep reinforcement learning for reactive content caching with predicted content popularity in three-tier wireless networks

Y Liu, J Jia, J Cai, T Huang - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
With the explosive growth of micro-video applications, the mobile traffic generated by
retrieving a few user-generated micro-videos has brought a massive burden to backhaul …

Single vs distributed edge caching for dynamic content

B Abolhassani, J Tadrous… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
Existing content caching mechanisms are predominantly geared towards easy-access to
content that is static once created. However, numerous applications, such as news and …

Probabilistic caching and dynamic delivery policies for categorized contents and consecutive user demands

M Choi, AF Molisch, DJ Han, D Kim… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Wireless caching networks have been extensively researched as a promising technique for
supporting the massive data traffic of multimedia services. Many of the existing studies on …

A survey of caching techniques in cellular networks: Research issues and challenges in content placement and delivery strategies

L Li, G Zhao, RS Blum - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Mobile data traffic is currently growing exponentially and these rapid increases have caused
the backhaul data rate requirements to become the major bottleneck to reducing costs and …

Deep learning model for content aware caching at MEC servers

A Lekharu, M Jain, A Sur… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In recent years, mobile data traffic has increased enormously with an increase of mobile and
smart devices. The global mobile data traffic is set to increase manifold in the coming years …

Video-aware scheduling and caching in the radio access network

H Ahlehagh, S Dey - IEEE/ACM Transactions on networking, 2014 - ieeexplore.ieee.org
In this paper, we introduce distributed caching of videos at the base stations of the Radio
Access Network (RAN) to significantly improve the video capacity and user experience of …