Video caching, analytics, and delivery at the wireless edge: A survey and future directions

B Jedari, G Premsankar, G Illahi… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Future wireless networks will provide high-bandwidth, low-latency, and ultra-reliable Internet
connectivity to meet the requirements of different applications, ranging from virtual reality to …

Soft cache hits: Improving performance through recommendation and delivery of related content

P Sermpezis, T Giannakas… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
Pushing popular content to small cells with local storage (“helper” nodes) has been
proposed to cope with the ever-growing data demand. Nevertheless, the collective storage …

Jointly optimizing content caching and recommendations in small cell networks

LE Chatzieleftheriou, M Karaliopoulos… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Caching decisions typically seek to cache content that satisfies the maximum possible
demand aggregated over all users. Recommendation systems, on the contrary, focus on …

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 optimal and the greedy: Drone association and positioning schemes for Internet of UAVs

H El Hammouti, D Hamza, B Shihada… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
This work considers the deployment of unmanned aerial vehicles (UAVs) over a predefined
area to serve a number of ground users. Due to the heterogeneous nature of the network …

Combining resource-aware recommendation and caching in the era of MEC for improving the experience of video streaming users

ACBL Monção, SL Correa, AC Viana… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The coupling between content caching at the wireless network edge and video
recommendation systems has shown promising results to optimize the cache hit and …

Network-aware recommendations in the wild: Methodology, realistic evaluations, experiments

S Kastanakis, P Sermpezis, V Kotronis… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Joint caching and recommendation has been recently proposed as a new paradigm for
increasing the efficiency of mobile edge caching. Early findings demonstrate significant …

Optimizing caching and recommendation towards user satisfaction

K Qi, B Chen, C Yang, S Han - 2018 10th International …, 2018 - ieeexplore.ieee.org
Caching at the wireless edge can improve the user experience in transmission, while
personalized recommendation is targeted at satisfying users with contents and can also …

Adaptive offline and online similarity-based caching

J Zhou, O Simeone, X Zhang… - IEEE Networking …, 2020 - ieeexplore.ieee.org
With similarity-based content delivery, the request for a content can be satisfied by delivering
a related content under a dissimilarity cost. This letter addresses the joint optimization of …

CABaRet: Leveraging recommendation systems for mobile edge caching

S Kastanakis, P Sermpezis, V Kotronis… - Proceedings of the …, 2018 - dl.acm.org
Joint caching and recommendation has been recently proposed for increasing the efficiency
of mobile edge caching. While previous works assume collaboration between mobile …