Design of multi-armed bandit-based routing for in-network caching

G Tabei, Y Ito, T Kimura, K Hirata - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a multi-armed bandit-based routing method for in-network cache-
enabled networks. In-network caching enables intermediate routers to store contents in their …

DeepFESL: Deep federated echo state learning-based proactive content caching in UAV-assisted networks

GT Maale, G Sun, NAE Kuadey… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have proven to be useful in a variety of applications,
including aerial base station relay. UAVs can be used to relay network access from the air to …

Hybrid Coded-Uncoded Caching in Multi-Access Networks with Non-uniform Demands

AG Sheshjavani, A Khonsari, M Moradian… - arXiv preprint arXiv …, 2024 - arxiv.org
To address the massive growth of data traffic over cellular networks, increasing spatial reuse
of the frequency spectrum by the deployment of small base stations (SBSs) has been …

Generalized hierarchical coded caching

JE Espozo-Espinoza, M Fernández-Veiga… - Journal of Network and …, 2024 - Elsevier
Optimizing data traffic is a key concern in content distribution networks to reduce the
bandwidth needed to serve the requested content to the final users. In this context …

Delivery Networks with Shared Caches and Correlated Content

B Merikhi, MR Soleymani - … , Applications, and Future Directions, Volume 3, 2024 - Springer
The exponential growth of Internet traffic places a substantial strain on delivery networks.
Despite recent technological advancements, delivery networks still struggle with high data …

Content caching in shared medium networks with non-uniform and user-dependent demands

AG Sheshjavani, A Khonsari… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Content caching is perceived as a promising approach to offload traffic from shared medium
networks by pre-fetching and placing contents in caches during off-peak hours, and taking …

Cache-Aided Delivery Networks with Correlated Content in a Shared Cache Framework

B Merikhi - 2022 - spectrum.library.concordia.ca
Internet traffic is growing exponentially due to the penetration of powerful internet-connected
devices and cutting-edge technologies. Additionally, the rise in internet usage has coincided …