Deep Q-learning-based content caching with update strategy for fog radio access networks

F Jiang, Z Yuan, C Sun, J Wang - IEEE Access, 2019 - ieeexplore.ieee.org
In order to improve the edge caching efficiency of the fog radio access network (F-RAN), this
paper put forward a distributed deep Q-learning-based content caching scheme based on …

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 …

A novel mobile edge network architecture with joint caching-delivering and horizontal cooperation

YM Saputra, DT Hoang, DN Nguyen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Mobile edge caching/computing (MEC) has been emerging as a promising paradigm to
provide ultra-high rate, ultra-reliable, and/or low-latency communications in future wireless …

Deep reinforcement learning-based edge caching in wireless networks

C Zhong, MC Gursoy… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the purpose to offload data traffic in wireless networks, content caching techniques
have recently been studied intensively. Using these techniques and caching a portion of the …

Collaborative joint caching and transcoding in mobile edge networks

K Bilal, E Baccour, A Erbad, A Mohamed… - Journal of Network and …, 2019 - Elsevier
Video streaming has become a leading consumer of network resources in the last decade.
Despite considerable developments, video content providers still face major challenges …

Content popularity prediction towards location-aware mobile edge caching

P Yang, N Zhang, S Zhang, L Yu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Mobile edge caching aims to enable content delivery within the radio access network, which
effectively alleviates the backhaul burden and reduces response time. To fully exploit edge …

Edge-caching wireless networks: Performance analysis and optimization

TX Vu, S Chatzinotas, B Ottersten - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Edge-caching has received much attention as an efficient technique to reduce delivery
latency and network congestion during peak-traffic times by bringing data closer to end …

Joint optimization of service chain caching and task offloading in mobile edge computing

K Peng, J Nie, N Kumar, C Cai, J Kang, Z Xiong… - Applied Soft …, 2021 - Elsevier
Caching and offloading in Mobile Edge Computing (MEC) are hot topics recently. Existing
caching strategies at the edge ignore the programming ability of edge network and design …

Octopus: A cooperative hierarchical caching strategy for cloud radio access networks

TX Tran, D Pompili - … Conference on Mobile Ad Hoc and …, 2016 - ieeexplore.ieee.org
Recently, implementing Radio Access Network (RAN) functionality on cloud-based
computing platform has become an emerging solution that leverages the many advantages …

Enhancing QoE-aware wireless edge caching with software-defined wireless networks

C Liang, Y He, FR Yu, N Zhao - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
Software-defined networking and in-network caching are promising technologies in the next
generation wireless networks. In this paper, we propose enhancing the quality of experience …